{ "cells": [ { "cell_type": "markdown", "id": "a04a53cc", "metadata": { "Collapsed": "false" }, "source": [ "(multiple-price-bid-matrix)=\n", "# Bidding under uncertainty\n", "\n", "The model setup is available in the following formats:\n", "\n", "- pyshop\n", " - [multi_price_bid_matrix_model.py](multi-price-bid-matrix-model-py)" ] }, { "cell_type": "markdown", "id": "b0d58716", "metadata": { "Collapsed": "false" }, "source": [ "In this example we show how to import a spreadsheet containing multiple prices (up to 52 time series) into a dataframe. This price input will be used to create the same amount of scenarios which we in turn feed to SHOP. The output of this multiple price input run from SHOP will result into a joint bid matrix which consider all the stochastic price inputs to SHOP with all its price data intact, ready to make use of in a marked bidding situation with uncertainty regarding the price forecasts." ] }, { "cell_type": "markdown", "id": "348c0320", "metadata": { "Collapsed": "false" }, "source": [ "## Imports and settings" ] }, { "cell_type": "markdown", "id": "c56b7a6d", "metadata": { "Collapsed": "false" }, "source": [ "The first thing we do is to import the needed packages. You can import whichever packages you like, however we use the following ones for this example:\n", "\n", "* Pandas for structuring our data into dataframes\n", "* Pyshop in order to create a SHOP session\n", "* Plotly as backend for dynamic graph plotting" ] }, { "cell_type": "code", "execution_count": 1, "id": "8d6c2be0", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "import pandas as pd\n", "from pyshop import ShopSession\n", "import plotly.express as px\n", "pd.options.plotting.backend = \"plotly\"" ] }, { "cell_type": "markdown", "id": "0452b4c9", "metadata": { "Collapsed": "false" }, "source": [ "Additionally, we import basic SHOP functions and data from a predefined demo dataset, see this section of the documentation:" ] }, { "cell_type": "code", "execution_count": 2, "id": "bd64fe0c", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "from multi_price_bid_matrix_model import build_model, run_model" ] }, { "cell_type": "markdown", "id": "70e49fe4", "metadata": { "Collapsed": "false" }, "source": [ "## Instancing SHOP and building the model" ] }, { "cell_type": "markdown", "id": "5eaf423e", "metadata": { "Collapsed": "false" }, "source": [ "In order to have SHOP receive our inputs, run the model we create and give us results, we need to instance a running SHOP session. You may create multiple SHOP sessions simultaneously if needed." ] }, { "cell_type": "code", "execution_count": 3, "id": "ee2a99a9", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "#Create a standard ShopSession\n", "shop = ShopSession()" ] }, { "cell_type": "markdown", "id": "5d85f284", "metadata": { "Collapsed": "false" }, "source": [ "We then build our model using the existing function imported from bp.py" ] }, { "cell_type": "code", "execution_count": 4, "id": "ceb171da", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "#Build a simple model with one plant with two equal generators and a second plant with one large and three small generators \n", "#by calling function \"build_model\" in bp.py\n", "build_model(shop)" ] }, { "cell_type": "markdown", "id": "ee652f01", "metadata": { "Collapsed": "false" }, "source": [ "The imported model can now be visualized:" ] }, { "cell_type": "code", "execution_count": 5, "id": "b0a19e0c", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "%3\n", "\n", "\n", "\n", "reservoir_Reservoir1\n", "\n", "Reservoir1\n", "\n", "\n", "\n", "plant_Plant1\n", "\n", "Plant1\n", "\n", "\n", "\n", "reservoir_Reservoir1->plant_Plant1\n", "\n", "\n", "\n", "\n", "reservoir_Reservoir2\n", "\n", "Reservoir2\n", "\n", "\n", "\n", "plant_Plant2\n", "\n", "Plant2\n", "\n", "\n", "\n", "reservoir_Reservoir2->plant_Plant2\n", "\n", "\n", "\n", "\n", "plant_Plant1->reservoir_Reservoir2\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display topology to the screen\n", "display(shop.model.build_connection_tree())" ] }, { "cell_type": "markdown", "id": "cff47065", "metadata": { "Collapsed": "false" }, "source": [ "## Data preperation" ] }, { "cell_type": "markdown", "id": "1af33cba", "metadata": { "Collapsed": "false" }, "source": [ "Since we we need to work a bit with time horizons given that we will consider part of a period with stochastic information, we retrive the start time from the imported data" ] }, { "cell_type": "code", "execution_count": 6, "id": "c5cabaa5", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/plain": [ "{'starttime': Timestamp('2018-01-23 00:00:00'),\n", " 'endtime': Timestamp('2018-01-26 00:00:00'),\n", " 'timeunit': 'hour',\n", " 'timeresolution': 2018-01-23 00:00:00 1.0\n", " 2018-01-23 01:00:00 1.0\n", " 2018-01-23 02:00:00 1.0\n", " 2018-01-23 03:00:00 1.0\n", " 2018-01-23 04:00:00 1.0\n", " ... \n", " 2018-01-25 20:00:00 1.0\n", " 2018-01-25 21:00:00 1.0\n", " 2018-01-25 22:00:00 1.0\n", " 2018-01-25 23:00:00 1.0\n", " 2018-01-26 00:00:00 1.0\n", " Name: data, Length: 73, dtype: float64}" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Retrieve the start time for adding stochastic time series later\n", "timeres=shop.get_time_resolution()\n", "shop.get_time_resolution()" ] }, { "cell_type": "markdown", "id": "96fcbde7", "metadata": { "Collapsed": "false" }, "source": [ "### Importing prices from spreadsheet" ] }, { "cell_type": "markdown", "id": "1985c211", "metadata": { "Collapsed": "false" }, "source": [ "After the model data has been imported and read, we move on to the prices we want to consider. \n", "We first define the number of prices we want to import" ] }, { "cell_type": "code", "execution_count": 7, "id": "9f072d9a", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Import number of prices\n", "n_prices = 10" ] }, { "cell_type": "markdown", "id": "91076ce5", "metadata": { "Collapsed": "false" }, "source": [ "which will be equal to the scenarios we will create later on. \n", "We then define for how long of a period we want to consider the stochastic price input. This can not be a larger period than what you have data for in your price forecasts." ] }, { "cell_type": "code", "execution_count": 8, "id": "05d710f5", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Set the hours to import stochastic price\n", "stochastic_prices_start = timeres['starttime']\n", "# In this example, we choose 24 hours\n", "stochastic_prices_end = stochastic_prices_start + pd.Timedelta(hours=23)" ] }, { "cell_type": "markdown", "id": "15d76727", "metadata": { "Collapsed": "false" }, "source": [ "Next we import the stochastic prices accordingly into a dataframe" ] }, { "cell_type": "code", "execution_count": 9, "id": "1ee977de", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
0123456789
038.68892530.84143739.30318343.12222131.39970838.21173842.47948529.83885729.93227946.548664
138.91648428.47852433.84338536.85633340.44714034.47371133.75162933.69934636.98775738.796374
237.13397329.92342531.28058540.11727133.28553834.72807434.09604732.08503336.42659045.003989
328.56714525.73859033.42898439.93746239.57022431.55864838.29084237.52719228.99041040.885543
432.90962930.64244834.66852147.70865636.96327333.74917438.70346831.80226729.55370346.706921
534.43855634.62347033.96960641.13648235.48029141.83473233.78857628.95316439.69066846.564680
635.47086230.47929435.03191041.90296137.54483633.30079441.63094742.22412740.85321838.904588
743.88436351.59123243.36287248.16582343.54943448.46864753.58639643.27692246.69187551.359444
846.48571249.47362744.29502254.17468247.94751053.74083050.93594954.03181853.41606958.500872
951.83157148.73569756.20106050.87969954.29157454.69347458.22480053.48550864.63548454.939225
1042.77078741.49397037.82846242.26399449.96689654.10620844.12832049.39106660.57510445.339350
1137.87060037.42526244.11692641.93284042.41688846.17547545.12199549.68323140.77799045.914877
1238.72012642.77109941.50705142.14680438.80397248.31662040.81178047.99123653.71575441.338486
1336.11937043.06022638.30018035.63193039.99991146.29631245.36328432.37836542.46518134.729646
1438.19404946.10862637.37508736.57564544.01463748.48044750.67242540.07908141.31169249.711962
1538.26022751.17502739.21637538.05367646.20276647.60882844.79515039.29150351.56377837.664475
1638.05804847.07770340.79919645.25095843.69050844.29423050.90564946.36238146.65976144.224564
1756.71036747.71087555.55446449.06669554.54647952.04463756.70139453.91189560.11102253.380406
1859.00434456.79788660.17298158.23750557.51310055.19502254.10929073.96141556.12152855.876500
1955.77624558.24584758.27061754.60177357.31774556.95479253.89801570.85271559.41414553.165951
2043.24421050.68762749.48684149.71405937.70655846.24326647.60151958.95601043.54022949.330592
2148.31710341.46123145.00785743.13839040.50753644.10861041.70081651.10217740.24570739.758460
2238.23718747.59398242.57414136.78084949.54837138.09788933.73190951.82626946.92059542.529905
2342.37140435.49695346.26549938.24747843.22821436.81609242.98743346.24975639.40723141.273543
\n", "
" ], "text/plain": [ " 0 1 2 3 4 5 \\\n", "0 38.688925 30.841437 39.303183 43.122221 31.399708 38.211738 \n", "1 38.916484 28.478524 33.843385 36.856333 40.447140 34.473711 \n", "2 37.133973 29.923425 31.280585 40.117271 33.285538 34.728074 \n", "3 28.567145 25.738590 33.428984 39.937462 39.570224 31.558648 \n", "4 32.909629 30.642448 34.668521 47.708656 36.963273 33.749174 \n", "5 34.438556 34.623470 33.969606 41.136482 35.480291 41.834732 \n", "6 35.470862 30.479294 35.031910 41.902961 37.544836 33.300794 \n", "7 43.884363 51.591232 43.362872 48.165823 43.549434 48.468647 \n", "8 46.485712 49.473627 44.295022 54.174682 47.947510 53.740830 \n", "9 51.831571 48.735697 56.201060 50.879699 54.291574 54.693474 \n", "10 42.770787 41.493970 37.828462 42.263994 49.966896 54.106208 \n", "11 37.870600 37.425262 44.116926 41.932840 42.416888 46.175475 \n", "12 38.720126 42.771099 41.507051 42.146804 38.803972 48.316620 \n", "13 36.119370 43.060226 38.300180 35.631930 39.999911 46.296312 \n", "14 38.194049 46.108626 37.375087 36.575645 44.014637 48.480447 \n", "15 38.260227 51.175027 39.216375 38.053676 46.202766 47.608828 \n", "16 38.058048 47.077703 40.799196 45.250958 43.690508 44.294230 \n", "17 56.710367 47.710875 55.554464 49.066695 54.546479 52.044637 \n", "18 59.004344 56.797886 60.172981 58.237505 57.513100 55.195022 \n", "19 55.776245 58.245847 58.270617 54.601773 57.317745 56.954792 \n", "20 43.244210 50.687627 49.486841 49.714059 37.706558 46.243266 \n", "21 48.317103 41.461231 45.007857 43.138390 40.507536 44.108610 \n", "22 38.237187 47.593982 42.574141 36.780849 49.548371 38.097889 \n", "23 42.371404 35.496953 46.265499 38.247478 43.228214 36.816092 \n", "\n", " 6 7 8 9 \n", "0 42.479485 29.838857 29.932279 46.548664 \n", "1 33.751629 33.699346 36.987757 38.796374 \n", "2 34.096047 32.085033 36.426590 45.003989 \n", "3 38.290842 37.527192 28.990410 40.885543 \n", "4 38.703468 31.802267 29.553703 46.706921 \n", "5 33.788576 28.953164 39.690668 46.564680 \n", "6 41.630947 42.224127 40.853218 38.904588 \n", "7 53.586396 43.276922 46.691875 51.359444 \n", "8 50.935949 54.031818 53.416069 58.500872 \n", "9 58.224800 53.485508 64.635484 54.939225 \n", "10 44.128320 49.391066 60.575104 45.339350 \n", "11 45.121995 49.683231 40.777990 45.914877 \n", "12 40.811780 47.991236 53.715754 41.338486 \n", "13 45.363284 32.378365 42.465181 34.729646 \n", "14 50.672425 40.079081 41.311692 49.711962 \n", "15 44.795150 39.291503 51.563778 37.664475 \n", "16 50.905649 46.362381 46.659761 44.224564 \n", "17 56.701394 53.911895 60.111022 53.380406 \n", "18 54.109290 73.961415 56.121528 55.876500 \n", "19 53.898015 70.852715 59.414145 53.165951 \n", "20 47.601519 58.956010 43.540229 49.330592 \n", "21 41.700816 51.102177 40.245707 39.758460 \n", "22 33.731909 51.826269 46.920595 42.529905 \n", "23 42.987433 46.249756 39.407231 41.273543 " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Use pandas read_excel function to import n_prices to a dataframe, starting from the first column to the left in the spreadsheet\n", "stochastic_prices_from_file = pd.read_excel ('52_hourly_prices_random.xls', header=None,usecols=list(range(0,n_prices)))\n", "\n", "# Optionally, select which scenarios you want relative to the columns in your spreadsheet. They must then be equal to n_prices;\n", "#stoch_price_from_file = pd.read_excel (r'20200123_scens_edit.xlsx', usecols=[1,2,5,7,9])\n", "\n", "stochastic_prices_from_file" ] }, { "cell_type": "markdown", "id": "1f54fc81", "metadata": { "Collapsed": "false" }, "source": [ "In order to later combine the stochastic prices with a deterministic price into the future, we make sure the dataframe has the correct timestamp indexing" ] }, { "cell_type": "code", "execution_count": 10, "id": "60dbc035", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Add correct indexing to the dataframe\n", "stochastic_prices_from_file.index=pd.date_range(stochastic_prices_start,stochastic_prices_end,freq='h')" ] }, { "cell_type": "markdown", "id": "87d166f4", "metadata": { "Collapsed": "false" }, "source": [ "Then we can plot and review the newly imported prices" ] }, { "cell_type": "code", "execution_count": 11, "id": "087e0799", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "=0
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "0", "line": { "color": "#636efa", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "0", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 38.688924790028935, 38.91648373357578, 37.13397283607992, 28.567144764921423, 32.90962859918502, 34.43855641685243, 35.47086224821935, 43.884362898890004, 46.48571170034651, 51.83157067457943, 42.77078719357291, 37.87059975592636, 38.72012568912313, 36.11937041948169, 38.194048733917754, 38.26022728649826, 38.05804786206631, 56.71036696579608, 59.00434355483017, 55.77624532195394, 43.24421031420755, 48.317102814015996, 38.237187361867846, 42.371404453779654 ], "yaxis": "y" }, { "hovertemplate": "=1
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "1", "line": { "color": "#EF553B", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "1", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 30.84143666529853, 28.47852434471662, 29.923425146009553, 25.7385904884098, 30.64244779413558, 34.62346957920782, 30.47929369560378, 51.591232223645896, 49.47362653799953, 48.73569665784232, 41.49396971475139, 37.42526162689267, 42.77109897478207, 43.060226041834014, 46.10862607282206, 51.175027264422994, 47.07770347974001, 47.71087538922627, 56.79788602641253, 58.24584690285616, 50.687626812451406, 41.46123136424681, 47.593982027701074, 35.49695286383878 ], "yaxis": "y" }, { "hovertemplate": "=2
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "2", "line": { "color": "#00cc96", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "2", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 39.30318270980665, 33.84338460894348, 31.28058529475953, 33.42898384611474, 34.66852142919224, 33.9696063734057, 35.03191004478626, 43.362871627306525, 44.29502173658242, 56.201060307257364, 37.82846182019187, 44.11692579762013, 41.50705054972993, 38.30018021897476, 37.37508689986337, 39.21637545527792, 40.79919610418443, 55.5544635153597, 60.1729813513571, 58.270617107738786, 49.48684060432931, 45.007856590396585, 42.574140822722775, 46.26549880390542 ], "yaxis": "y" }, { "hovertemplate": "=3
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "3", "line": { "color": "#ab63fa", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "3", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 43.1222213657023, 36.85633331407592, 40.11727135214596, 39.93746190323393, 47.708656045739914, 41.136482401465926, 41.90296077026431, 48.16582265504936, 54.17468219492054, 50.87969915242537, 42.2639939367465, 41.93283958287484, 42.14680390729975, 35.63193002550175, 36.57564545317568, 38.05367612977148, 45.250958178628906, 49.06669510663274, 58.237504769322314, 54.60177345780331, 49.71405910604083, 43.138390473686016, 36.780848917322885, 38.24747762487639 ], "yaxis": "y" }, { "hovertemplate": "=4
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "4", "line": { "color": "#FFA15A", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "4", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 31.399707877439493, 40.44714002248111, 33.28553820479103, 39.5702239851003, 36.96327342983141, 35.48029110424704, 37.54483625037337, 43.549433968320535, 47.94751030975122, 54.291573962141264, 49.96689611434518, 42.41688837159459, 38.80397234301293, 39.99991112626061, 44.01463732532422, 46.202766220740195, 43.69050794432827, 54.54647867289708, 57.513099511561066, 57.317744778949475, 37.70655838878481, 40.50753566627801, 49.548370526927386, 43.22821414518731 ], "yaxis": "y" }, { "hovertemplate": "=5
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "5", "line": { "color": "#19d3f3", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "5", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 38.211738224562396, 34.47371124763938, 34.7280738365677, 31.55864788701061, 33.749174228915635, 41.83473160042925, 33.30079368907467, 48.468647031564394, 53.74082984083143, 54.693474100441335, 54.10620785334244, 46.175475331181204, 48.31661977281291, 46.296312210030116, 48.48044709718775, 47.6088277963454, 44.29423031503364, 52.04463673650779, 55.195022080319625, 56.95479156611447, 46.24326639374972, 44.108610402454936, 38.09788889449211, 36.816091953881276 ], "yaxis": "y" }, { "hovertemplate": "=6
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "6", "line": { "color": "#FF6692", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "6", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 42.479485028495645, 33.75162850526158, 34.09604723329545, 38.290841505691326, 38.70346824980726, 33.78857578711016, 41.63094728212825, 53.58639585781828, 50.93594863387132, 58.22479969565341, 44.12831968551308, 45.121995478221244, 40.81178048525122, 45.36328446516111, 50.67242464460132, 44.795150046331486, 50.9056494242492, 56.7013936281821, 54.10928992277162, 53.898014509384915, 47.60151878277625, 41.700816040923726, 33.73190908915484, 42.98743348732935 ], "yaxis": "y" }, { "hovertemplate": "=7
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "7", "line": { "color": "#B6E880", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "7", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 29.83885677823433, 33.6993463496901, 32.08503270612679, 37.527191611735795, 31.802267240063458, 28.953163992553172, 42.22412721160745, 43.27692227013378, 54.03181777559293, 53.48550785435142, 49.39106615383736, 49.68323133044724, 47.99123597938316, 32.378365450187964, 40.079081432670144, 39.29150257508463, 46.36238144501525, 53.91189541744889, 73.96141458604406, 70.85271509694213, 58.95601014294316, 51.10217655427115, 51.82626868327121, 46.24975583110782 ], "yaxis": "y" }, { "hovertemplate": "=8
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "8", "line": { "color": "#FF97FF", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "8", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 29.93227883576153, 36.98775697574074, 36.42658995902406, 28.99040988121767, 29.553703261597807, 39.69066832659008, 40.85321844893519, 46.69187486266235, 53.41606943876772, 64.63548367033422, 60.57510426310269, 40.777990024016965, 53.715753720173545, 42.46518071355044, 41.311691911561276, 51.563778217252654, 46.659760523543746, 60.11102240027948, 56.121528169768595, 59.41414482942551, 43.54022872965482, 40.2457071697066, 46.92059468036083, 39.40723132420954 ], "yaxis": "y" }, { "hovertemplate": "=9
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "9", "line": { "color": "#FECB52", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "9", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00" ], "xaxis": "x", "y": [ 46.54866447289529, 38.79637418511707, 45.003988815437644, 40.88554303114959, 46.706920769563055, 46.564680245777616, 38.9045882715515, 51.35944374090656, 58.50087160008804, 54.93922457297462, 45.3393497791437, 45.9148773821524, 41.33848577095818, 34.72964629465234, 49.71196176709573, 37.664474969438864, 44.22456435168797, 53.38040630699615, 55.876500217206456, 53.16595109294248, 49.330592191903854, 39.75846030900367, 42.52990511682548, 41.27354268730056 ], "yaxis": "y" } ], "layout": { "legend": { "title": { "text": "" }, "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "sequentialminus": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Stochastic prices imported from spreadsheet" }, "xaxis": { "anchor": "y", "domain": [ 0.0, 1.0 ], "title": { "text": "Time" } }, "yaxis": { "anchor": "x", "domain": [ 0.0, 1.0 ], "title": { "text": "EUR/MWh" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot all stochastic prices imported from Excel\n", "stochastic_prices_from_file.plot(title=\"Stochastic prices imported from spreadsheet\", labels=dict(index=\"Time\", value=\"EUR/MWh\", variable=\"\"))" ] }, { "cell_type": "markdown", "id": "fe5c727e", "metadata": { "Collapsed": "false" }, "source": [ "### Creating scenarios" ] }, { "cell_type": "markdown", "id": "d2193241", "metadata": { "Collapsed": "false" }, "source": [ "Now it is time to create scenarios that we can populate with the imported prices. We make sure to create just as many scenarios as we have prices imported." ] }, { "cell_type": "code", "execution_count": 12, "id": "930f7e1d", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Generate as many scenarios as prices\n", "n_scenarios = n_prices\n", "for i in range (1, n_scenarios+1):\n", " scenario_name='S'+str(i)\n", " # The first scenario always exists in SHOP and should not be added again\n", " if i>1:\n", " scenario = shop.model.scenario.add_object(scenario_name)\n", " else:\n", " scenario=shop.model.scenario[scenario_name]\n", " scenario.scenario_id.set(i)\n", " \n", " # Set each scenario equally probable\n", " scenario.probability.set(1.0/n_scenarios)\n", " \n", " # Branch immediately, i.e. at 'starttime'\n", " scenario.common_scenario.set(pd.Series([i], index=[timeres['starttime']]))\n", " \n", " # Optionally set branching to start after given number of hours (all scenarios are set equal to scenario 2 before this) \n", " #scen.common_scenario.set(pd.Series([2, i], index=[timeres['starttime'], branching_start_time]))" ] }, { "cell_type": "markdown", "id": "fd253772", "metadata": { "Collapsed": "false" }, "source": [ "### Creating the new price array from stochastic and deterministic prices" ] }, { "cell_type": "markdown", "id": "6261a0c3", "metadata": { "Collapsed": "false" }, "source": [ "Since we have chosen to only consider the first 24 hours as stochastic when it comes to the price, but have longer total time horizon, we need to combine the stochastic and deterministic prices into a joint price dataframe. We have already defined the start and end time for the stochastic price, but need to make sure that we also define when the deterministic price should be valid and thus overlap each other." ] }, { "cell_type": "code", "execution_count": 13, "id": "97d3675e", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Use first (and only) market as index for setting stochastic data and getting results\n", "name_list = shop.model.market.get_object_names()\n", "\n", "# The deterministic model only has one market, so we give stochastic price to that (da is just a name we use to indicate that we regard it to be a day ahead energy market)\n", "day_ahead_market = shop.model.market[name_list[0]]\n", "\n", "# Get the deterministic price from ASCII import for correct indexing \n", "deterministic_price = day_ahead_market.sale_price.get()\n", "\n", "# Create a new array for deterministic price with n_prices columns in order to combine it with the stochastic price\n", "deterministic_price_multi_dimension_array = pd.DataFrame(index=deterministic_price.index, columns=list(range(0,n_prices)))\n", "\n", "# Define when to use deterministic price\n", "deterministic_price_start = timeres['starttime']+pd.Timedelta(hours=24)\n", "deterministic_price_end = timeres['endtime']-pd.Timedelta(hours=1)" ] }, { "cell_type": "markdown", "id": "62659f3f", "metadata": { "Collapsed": "false" }, "source": [ "We print out the start and end times to make sure they are correct." ] }, { "cell_type": "code", "execution_count": 14, "id": "d0f5f00b", "metadata": { "Collapsed": "false" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Stochastic price(s) start time 2018-01-23 00:00:00\n", "Stochastic price(s) end time 2018-01-23 23:00:00\n", "Deterministic prices start time 2018-01-24 00:00:00\n", "Deterministic prices end time 2018-01-25 23:00:00\n" ] } ], "source": [ "# Print out start and end set point for prices\n", "print(\"Stochastic price(s) start time\",stochastic_prices_start)\n", "print(\"Stochastic price(s) end time\",stochastic_prices_end)\n", "print(\"Deterministic prices start time\",deterministic_price_start)\n", "print(\"Deterministic prices end time\",deterministic_price_end)" ] }, { "cell_type": "markdown", "id": "df6502b1", "metadata": { "Collapsed": "false" }, "source": [ "Lastly, we need to combine the stochastic and deterministic price inputs. We do this by creating a new dataframe with the right dimensions and indexes, and then populate it according to the start and end times defined above." ] }, { "cell_type": "code", "execution_count": 15, "id": "8098249b", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Creating a new price dataframe which will combine both stochastic and deterministic price\n", "combined_price = pd.DataFrame(index=deterministic_price.index, columns=list(range(0,n_prices)))\n", "\n", "# Loop over the new price array and assign stochastic and deterministic prices\n", "\n", "for j in range(0,n_prices):\n", " deterministic_price_multi_dimension_array[j]=deterministic_price\n", "for i in pd.date_range(stochastic_prices_start,stochastic_prices_end,freq='h'):\n", " combined_price.loc[i] = stochastic_prices_from_file.loc[i]\n", "for i in pd.date_range(deterministic_price_start,(deterministic_price_end),freq='h'):\n", " combined_price.loc[i] = deterministic_price_multi_dimension_array.loc[i]" ] }, { "cell_type": "markdown", "id": "2b845ba8", "metadata": { "Collapsed": "false" }, "source": [ "Then we can plot out the resulting combined price." ] }, { "cell_type": "code", "execution_count": 16, "id": "649b9efc", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "=0
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "0", "line": { "color": "#636efa", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "0", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 38.688924790028935, 38.91648373357578, 37.13397283607992, 28.567144764921423, 32.90962859918502, 34.43855641685243, 35.47086224821935, 43.884362898890004, 46.48571170034651, 51.83157067457943, 42.77078719357291, 37.87059975592636, 38.72012568912313, 36.11937041948169, 38.194048733917754, 38.26022728649826, 38.05804786206631, 56.71036696579608, 59.00434355483017, 55.77624532195394, 43.24421031420755, 48.317102814015996, 38.237187361867846, 42.371404453779654, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=1
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "1", "line": { "color": "#EF553B", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "1", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 30.84143666529853, 28.47852434471662, 29.923425146009553, 25.7385904884098, 30.64244779413558, 34.62346957920782, 30.47929369560378, 51.591232223645896, 49.47362653799953, 48.73569665784232, 41.49396971475139, 37.42526162689267, 42.77109897478207, 43.060226041834014, 46.10862607282206, 51.175027264422994, 47.07770347974001, 47.71087538922627, 56.79788602641253, 58.24584690285616, 50.687626812451406, 41.46123136424681, 47.593982027701074, 35.49695286383878, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=2
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "2", "line": { "color": "#00cc96", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "2", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 39.30318270980665, 33.84338460894348, 31.28058529475953, 33.42898384611474, 34.66852142919224, 33.9696063734057, 35.03191004478626, 43.362871627306525, 44.29502173658242, 56.201060307257364, 37.82846182019187, 44.11692579762013, 41.50705054972993, 38.30018021897476, 37.37508689986337, 39.21637545527792, 40.79919610418443, 55.5544635153597, 60.1729813513571, 58.270617107738786, 49.48684060432931, 45.007856590396585, 42.574140822722775, 46.26549880390542, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=3
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "3", "line": { "color": "#ab63fa", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "3", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 43.1222213657023, 36.85633331407592, 40.11727135214596, 39.93746190323393, 47.708656045739914, 41.136482401465926, 41.90296077026431, 48.16582265504936, 54.17468219492054, 50.87969915242537, 42.2639939367465, 41.93283958287484, 42.14680390729975, 35.63193002550175, 36.57564545317568, 38.05367612977148, 45.250958178628906, 49.06669510663274, 58.237504769322314, 54.60177345780331, 49.71405910604083, 43.138390473686016, 36.780848917322885, 38.24747762487639, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=4
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "4", "line": { "color": "#FFA15A", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "4", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 31.399707877439493, 40.44714002248111, 33.28553820479103, 39.5702239851003, 36.96327342983141, 35.48029110424704, 37.54483625037337, 43.549433968320535, 47.94751030975122, 54.291573962141264, 49.96689611434518, 42.41688837159459, 38.80397234301293, 39.99991112626061, 44.01463732532422, 46.202766220740195, 43.69050794432827, 54.54647867289708, 57.513099511561066, 57.317744778949475, 37.70655838878481, 40.50753566627801, 49.548370526927386, 43.22821414518731, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=5
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "5", "line": { "color": "#19d3f3", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "5", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 38.211738224562396, 34.47371124763938, 34.7280738365677, 31.55864788701061, 33.749174228915635, 41.83473160042925, 33.30079368907467, 48.468647031564394, 53.74082984083143, 54.693474100441335, 54.10620785334244, 46.175475331181204, 48.31661977281291, 46.296312210030116, 48.48044709718775, 47.6088277963454, 44.29423031503364, 52.04463673650779, 55.195022080319625, 56.95479156611447, 46.24326639374972, 44.108610402454936, 38.09788889449211, 36.816091953881276, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=6
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "6", "line": { "color": "#FF6692", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "6", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 42.479485028495645, 33.75162850526158, 34.09604723329545, 38.290841505691326, 38.70346824980726, 33.78857578711016, 41.63094728212825, 53.58639585781828, 50.93594863387132, 58.22479969565341, 44.12831968551308, 45.121995478221244, 40.81178048525122, 45.36328446516111, 50.67242464460132, 44.795150046331486, 50.9056494242492, 56.7013936281821, 54.10928992277162, 53.898014509384915, 47.60151878277625, 41.700816040923726, 33.73190908915484, 42.98743348732935, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=7
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "7", "line": { "color": "#B6E880", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "7", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 29.83885677823433, 33.6993463496901, 32.08503270612679, 37.527191611735795, 31.802267240063458, 28.953163992553172, 42.22412721160745, 43.27692227013378, 54.03181777559293, 53.48550785435142, 49.39106615383736, 49.68323133044724, 47.99123597938316, 32.378365450187964, 40.079081432670144, 39.29150257508463, 46.36238144501525, 53.91189541744889, 73.96141458604406, 70.85271509694213, 58.95601014294316, 51.10217655427115, 51.82626868327121, 46.24975583110782, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=8
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "8", "line": { "color": "#FF97FF", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "8", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 29.93227883576153, 36.98775697574074, 36.42658995902406, 28.99040988121767, 29.553703261597807, 39.69066832659008, 40.85321844893519, 46.69187486266235, 53.41606943876772, 64.63548367033422, 60.57510426310269, 40.777990024016965, 53.715753720173545, 42.46518071355044, 41.311691911561276, 51.563778217252654, 46.659760523543746, 60.11102240027948, 56.121528169768595, 59.41414482942551, 43.54022872965482, 40.2457071697066, 46.92059468036083, 39.40723132420954, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" }, { "hovertemplate": "=9
Time=%{x}
EUR/MWh=%{y}", "legendgroup": "9", "line": { "color": "#FECB52", "dash": "solid" }, "marker": { "symbol": "circle" }, "mode": "lines", "name": "9", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ 46.54866447289529, 38.79637418511707, 45.003988815437644, 40.88554303114959, 46.706920769563055, 46.564680245777616, 38.9045882715515, 51.35944374090656, 58.50087160008804, 54.93922457297462, 45.3393497791437, 45.9148773821524, 41.33848577095818, 34.72964629465234, 49.71196176709573, 37.664474969438864, 44.22456435168797, 53.38040630699615, 55.876500217206456, 53.16595109294248, 49.330592191903854, 39.75846030900367, 42.52990511682548, 41.27354268730056, 27.242, 26.622, 25.732, 25.392, 25.992, 27.402, 28.942, 32.182, 33.082, 32.342, 30.912, 30.162, 30.062, 29.562, 29.462, 29.512, 29.672, 30.072, 29.552, 28.862, 28.412, 28.072, 27.162, 25.502, 26.192, 25.222, 24.052, 23.892, 23.682, 26.092, 28.202, 30.902, 31.572, 31.462, 31.172, 30.912, 30.572, 30.602, 30.632, 31.062, 32.082, 36.262, 34.472, 32.182, 31.492, 30.732, 29.712, 28.982 ], "yaxis": "y" } ], "layout": { "legend": { "title": { "text": "" }, "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "sequentialminus": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Combined price input" }, "xaxis": { "anchor": "y", "domain": [ 0.0, 1.0 ], "title": { "text": "Time" } }, "yaxis": { "anchor": "x", "domain": [ 0.0, 1.0 ], "title": { "text": "EUR/MWh" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the combined price\n", "combined_price.plot(title=\"Combined price input\", labels=dict(index=\"Time\", value=\"EUR/MWh\", variable=\"\"))" ] }, { "cell_type": "markdown", "id": "63de0a89", "metadata": { "Collapsed": "false" }, "source": [ "This price is then set as the day ahead market price to consider for all scenarios. We also define a slightly higher buy-back price" ] }, { "cell_type": "code", "execution_count": 17, "id": "f4051387", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "day_ahead_market.sale_price.set(combined_price)\n", "\n", "# Make sure that the buy price is slightly higher, so no arbitrage occurs\n", "\n", "day_ahead_market.buy_price.set(day_ahead_market.sale_price.get()+0.1)" ] }, { "cell_type": "markdown", "id": "765606d1", "metadata": { "Collapsed": "false" }, "source": [ "### Create bid groups and configure limits" ] }, { "cell_type": "markdown", "id": "84ed9d29", "metadata": { "Collapsed": "false" }, "source": [ "Now we need to create a bid group, which is the connection between a set of hydropower plants and their bid matrix." ] }, { "cell_type": "code", "execution_count": 18, "id": "10367d38", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Create a bid group\n", "bg=shop.model.bid_group.add_object('bg')\n", "\n", "# Add all plants in the system to the bid group\n", "for plant in shop.model.plant:\n", " bg.connect_to(plant)\n", "\n", "# Defining which periods the bid curve should consider\n", "day_ahead_market.bid_flag.set(pd.Series([1,0],index=[stochastic_prices_start,stochastic_prices_end]))" ] }, { "cell_type": "markdown", "id": "f8bd74e1", "metadata": { "Collapsed": "false" }, "source": [ "## Running multi price scenarios in SHOP" ] }, { "cell_type": "markdown", "id": "abaf623c", "metadata": { "Collapsed": "false" }, "source": [ "It is time to optimize. We call the predefined function run_model, which calls for five full and three incremental iterations. Since we have defined scenarios in the SHOP instance earlier, all scenarios will be computed and optimized with a single call." ] }, { "cell_type": "code", "execution_count": 19, "id": "69721cb7", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "#Optimize model by calling \"run_model\" bp.py\n", "run_model(shop)" ] }, { "cell_type": "markdown", "id": "cd7d702c", "metadata": { "Collapsed": "false" }, "source": [ "## Creating and plotting the bid matrix" ] }, { "cell_type": "markdown", "id": "d984de01", "metadata": { "Collapsed": "false" }, "source": [ "Once SHOP has finished optimizing all scenarios, we can retrive and start processing the bid matrix the way we want it." ] }, { "cell_type": "code", "execution_count": 20, "id": "cb991500", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Get bid matrix as an array\n", "bid_result=bg.bid_curves.get()\n", "\n", "# Convert bid matrix to a dataframe structure of choice\n", "bid_matrix=pd.DataFrame(index=bid_result[0].index)\n", "for t in range (0, 23):\n", " bid_matrix[t]=bid_result[t].values\n", "\n", "# Transpose the bid matrix if necessary depending on the viewing needs \n", "bid_matrix_transposed=bid_matrix.transpose()" ] }, { "cell_type": "markdown", "id": "823d0f60", "metadata": { "Collapsed": "false" }, "source": [ "When we are satisfied with a data structure that fulfill our needs, we can either print it or plot it to review it" ] }, { "cell_type": "code", "execution_count": 21, "id": "98af3cff", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "coloraxis": "coloraxis", "hovertemplate": "x: %{x}
y: %{y}
color: %{z}", "name": "0", "type": "heatmap", "x": [ 25.7385904884098, 28.47852434471662, 28.567144764921423, 28.953163992553172, 28.99040988121767, 29.553703261597807, 29.83885677823433, 29.923425146009553, 29.93227883576153, 30.47929369560378, 30.64244779413558, 30.84143666529853, 31.28058529475953, 31.399707877439493, 31.55864788701061, 31.802267240063458, 32.08503270612679, 32.378365450187964, 32.90962859918502, 33.28553820479103, 33.30079368907467, 33.42898384611474, 33.6993463496901, 33.73190908915484, 33.749174228915635, 33.75162850526158, 33.78857578711016, 33.84338460894348, 33.9696063734057, 34.09604723329545, 34.43855641685243, 34.47371124763938, 34.62346957920782, 34.66852142919224, 34.7280738365677, 34.72964629465234, 35.03191004478626, 35.47086224821935, 35.48029110424704, 35.63193002550175, 36.11937041948169, 36.42658995902406, 36.57564545317568, 36.780848917322885, 36.85633331407592, 36.96327342983141, 36.98775697574074, 37.13397283607992, 37.37508689986337, 37.42526162689267, 37.527191611735795, 37.54483625037337, 37.664474969438864, 37.70655838878481, 37.82846182019187, 37.87059975592636, 38.05367612977148, 38.05804786206631, 38.09788889449211, 38.194048733917754, 38.211738224562396, 38.237187361867846, 38.26022728649826, 38.290841505691326, 38.30018021897476, 38.688924790028935, 38.70346824980726, 38.72012568912313, 38.79637418511707, 38.80397234301293, 38.9045882715515, 38.91648373357578, 39.21637545527792, 39.29150257508463, 39.30318270980665, 39.5702239851003, 39.69066832659008, 39.75846030900367, 39.93746190323393, 39.99991112626061, 40.079081432670144, 40.11727135214596, 40.2457071697066, 40.44714002248111, 40.50753566627801, 40.777990024016965, 40.79919610418443, 40.81178048525122, 40.85321844893519, 40.88554303114959, 41.136482401465926, 41.311691911561276, 41.33848577095818, 41.46123136424681, 41.49396971475139, 41.50705054972993, 41.63094728212825, 41.700816040923726, 41.83473160042925, 41.90296077026431, 41.93283958287484, 42.14680390729975, 42.22412721160745, 42.2639939367465, 42.41688837159459, 42.46518071355044, 42.479485028495645, 42.52990511682548, 42.574140822722775, 42.77078719357291, 42.77109897478207, 43.060226041834014, 43.1222213657023, 43.138390473686016, 43.24421031420755, 43.27692227013378, 43.362871627306525, 43.54022872965482, 43.549433968320535, 43.69050794432827, 43.884362898890004, 44.01463732532422, 44.108610402454936, 44.11692579762013, 44.12831968551308, 44.22456435168797, 44.29423031503364, 44.29502173658242, 44.795150046331486, 45.003988815437644, 45.007856590396585, 45.121995478221244, 45.250958178628906, 45.3393497791437, 45.36328446516111, 45.9148773821524, 46.10862607282206, 46.175475331181204, 46.202766220740195, 46.24326639374972, 46.296312210030116, 46.36238144501525, 46.48571170034651, 46.54866447289529, 46.564680245777616, 46.659760523543746, 46.69187486266235, 46.706920769563055, 46.92059468036083, 47.07770347974001, 47.593982027701074, 47.60151878277625, 47.6088277963454, 47.708656045739914, 47.71087538922627, 47.94751030975122, 47.99123597938316, 48.16582265504936, 48.31661977281291, 48.317102814015996, 48.468647031564394, 48.48044709718775, 48.73569665784232, 49.06669510663274, 49.330592191903854, 49.39106615383736, 49.47362653799953, 49.48684060432931, 49.548370526927386, 49.68323133044724, 49.71196176709573, 49.71405910604083, 49.96689611434518, 50.67242464460132, 50.687626812451406, 50.87969915242537, 50.9056494242492, 50.93594863387132, 51.10217655427115, 51.175027264422994, 51.35944374090656, 51.563778217252654, 51.591232223645896, 51.82626868327121, 51.83157067457943, 52.04463673650779, 53.16595109294248, 53.38040630699615, 53.41606943876772, 53.48550785435142, 53.58639585781828, 53.715753720173545, 53.74082984083143, 53.898014509384915, 53.91189541744889, 54.03181777559293, 54.10620785334244, 54.10928992277162, 54.17468219492054, 54.291573962141264, 54.54647867289708, 54.60177345780331, 54.693474100441335, 54.93922457297462, 55.195022080319625, 55.5544635153597, 55.77624532195394, 55.876500217206456, 56.121528169768595, 56.201060307257364, 56.7013936281821, 56.71036696579608, 56.79788602641253, 56.95479156611447, 57.317744778949475, 57.513099511561066, 58.22479969565341, 58.237504769322314, 58.24584690285616, 58.270617107738786, 58.50087160008804, 58.95601014294316, 59.00434355483017, 59.41414482942551, 60.11102240027948, 60.1729813513571, 60.57510426310269, 64.63548367033422, 70.85271509694213, 73.96141458604406 ], "xaxis": "x", "y": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "yaxis": "y", "z": [ [ 390.13177746028845, 390.13177746028845, 390.13177746028845, 390.13177746028845, 390.13177746028845, 390.13177746028845, 390.13177746028845, 391.9802886624802, 392.17381426925033, 395.3664145043743, 396.31864789248425, 397.48002752492255, 439.10670744212536, 450.39827773853176, 452.7613317255229, 456.38336298809264, 460.5874023848902, 464.94855167787955, 472.8471513178728, 478.4360190590571, 478.6628312573023, 480.5687092203397, 484.5883465270859, 485.07247580030753, 485.3291667207233, 485.3656558811311, 485.9149727077525, 486.72984748538084, 488.6064602058806, 490.48633034611333, 495.5786144976582, 496.10128190706166, 498.32782652256077, 498.9976386989553, 499.88303913439785, 499.90641778749034, 504.4003495659281, 510.9265084432306, 511.06669275484046, 513.3211971959872, 520.5682583325944, 525.135870727712, 527.3519658486848, 530.4028456454454, 531.5251162756297, 533.1150574590183, 533.4790686411797, 535.6529452671354, 539.2377289303588, 539.9837059129494, 541.4991585527689, 541.7614917047175, 543.5402304429942, 544.1659092267065, 545.9783187665804, 546.6048080772936, 549.3267114942241, 549.3917085925459, 549.9840484997452, 551.4137130162906, 551.6767130092342, 552.3259012923395, 552.9136323786302, 553.6945780019737, 553.9328015287723, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.8493821035935, 563.9306603537044, 563.9673195005022, 563.9879530662162, 564.0424350421958, 564.0614424543002, 564.0855391934977, 564.0971629015685, 564.1362543809341, 564.1975636664382, 564.2159460391135, 564.2982631150327, 564.3047175220746, 564.3085477781678, 564.3211600800402, 564.3309985796319, 564.4073759594239, 564.4607037544163, 564.4688588907453, 564.5062184600492, 564.5161828965865, 564.5201642563067, 564.5578741930673, 564.5791398586318, 564.6198991844224, 564.6406658150664, 564.6497599058646, 564.7148833436413, 564.738417918437, 564.7505519889226, 564.7970878366206, 564.8117863772998, 564.8161401225644, 565.0375257522588, 565.2317568599274, 566.0951960580697, 566.0965650338412, 567.3660705012309, 567.6382809290053, 567.6620210470044, 567.8173898838722, 567.8654188595245, 567.9916130740278, 568.2520157222108, 568.2655312143675, 568.472661554544, 568.7572869958874, 568.9485610141525, 569.0865359687426, 569.0987449577993, 569.1154739105232, 569.2567841011702, 569.3590703987204, 569.3602323948537, 570.0945403789468, 570.4011656440108, 570.4068444627812, 570.574427650918, 570.7637757416251, 570.893555753513, 570.9286975975094, 571.7385679348217, 572.0230373553545, 572.1211880562585, 572.1612576098221, 572.2207215510115, 572.2986054973071, 572.3956109373248, 572.5766892514387, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751, 572.6691189791751 ], [ 257.74677609882946, 257.74677609882946, 261.39439695338666, 277.28296734964107, 278.8160099590664, 302.0011932019381, 313.73812597239856, 317.21896414964806, 317.5833824553214, 340.09854099217034, 346.81397171271703, 355.00436343734856, 373.07974262614374, 377.98283398847303, 384.5248126001218, 394.55219715455826, 406.19083764596627, 418.2644278195329, 440.1312451632223, 455.6037030196404, 456.23161950311896, 461.5079326721122, 472.63606661745723, 472.63606661745723, 472.63606661745723, 472.63606661745723, 480.06183096324975, 491.0774557843856, 491.0774557843856, 491.0774557843856, 491.07745578438556, 491.07745578438556, 492.7396699557441, 493.239714412074, 493.90070505240294, 493.9181582524004, 497.27307736573846, 502.14514401775034, 502.2497978152705, 503.9328852348437, 509.3431373529087, 512.7530623099866, 514.4074754708627, 516.6850923656627, 517.5229170975842, 517.5229170975842, 517.5229170975842, 519.8640490979351, 523.7246415750344, 524.528013102478, 526.1600627909177, 526.4425795305739, 528.3581722237022, 529.0319899578826, 530.9838440423683, 531.658534664493, 534.5898579581682, 534.6598558527102, 535.2977696585223, 536.8374307917655, 537.1206656783368, 537.5281439750748, 537.8970472165755, 538.3872261072402, 538.5367527075641, 544.7611277729392, 544.9939900561681, 545.2607002758106, 546.4815513759302, 547.4561626442907, 560.3621089373564, 561.8879328923347, 562.1459647819837, 562.2106054215373, 562.2206552062281, 562.4504220183535, 562.5540543589054, 562.6123837226703, 562.7663997099983, 562.8201320735768, 562.8882515389992, 562.9211107891043, 563.0316191303007, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381, 563.204935350381 ], [ 261.8244699025672, 261.8244699025672, 261.8244699025672, 261.8244699025672, 261.8244699025672, 261.8244699025672, 261.8244699025672, 261.8244699025672, 262.93140138108015, 331.3218673377783, 351.72018855441365, 376.5987478369825, 431.50325153135066, 434.6806204401968, 438.92004367483014, 445.4181277540088, 452.96036013473883, 457.34573719215376, 465.288216414916, 470.9081323413245, 471.04542622249716, 472.19909161003466, 474.63225707035457, 474.92531003410227, 475.08069009301585, 475.1027776989377, 475.4352899698992, 475.92854968765624, 477.0645002487314, 478.2024225899895, 488.7507906307204, 489.8334655234031, 494.4456221439772, 495.83309879384745, 497.6671538816096, 497.6717862179444, 498.5622311627808, 499.8553494093408, 499.8831260685721, 500.3298422586938, 501.76580285448546, 502.6708471603914, 505.1157488837928, 508.4816248348736, 509.7197672647237, 511.4738661310518, 511.87546061054013, 514.2737848787367, 518.1105008603408, 518.9089037989551, 520.5308597965261, 520.8116292630107, 522.7153746449867, 523.385025037965, 525.3248075465119, 525.9953254289094, 528.9085194515383, 528.9780844321108, 529.612052950716, 531.1421917859363, 531.4236749578333, 531.8286331352442, 532.1952548314545, 532.6824021268021, 532.8310039542523, 539.0168833057983, 539.2483054123471, 539.5133661169488, 540.7266666543075, 540.8475719775905, 542.4486181172076, 542.6379040864329, 547.4099167320277, 548.6053734245629, 548.7912330084132, 553.0405145002936, 554.9570793104768, 556.0358159808704, 558.8841702682117, 559.8778905359785, 561.1376842415118, 561.7453795044503, 561.8566696723354, 562.0312120735801, 562.0835451490832, 562.31789497026, 562.3362701265587, 562.3471745448763, 562.3830807120406, 562.4110900964147, 562.6285301001607, 562.7803498663594, 562.8035668565044, 562.9099264214894, 562.9382943378008, 562.9496289354893, 563.0569859672809, 563.1175275361669, 563.2335659231438, 563.2926867814047, 563.3185768962868, 563.5039778696208, 563.5709788330691, 563.6055235155263, 563.7380071765963, 563.7798526909232, 563.7922474390704, 563.8359366544433, 563.8742670768235, 564.0446619716555, 564.0449321313647, 564.2954619325018, 564.3491811374124, 564.3631917364512, 564.4548850665587, 564.4832301118586, 564.5577055858429, 564.7113862496237, 564.7193626270548, 564.8416038115805, 565.0095799326368, 565.1224632627263, 565.2038913232876, 565.2110966476398, 565.2209694986915, 565.3043659005682, 565.3647317463569, 565.365417516407, 565.7987807682882, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089, 565.9797404267089 ], [ 209.83321604890926, 361.307074502564, 366.2063449558658, 366.2063449558658, 366.2063449558658, 379.7137881398899, 386.5516013627139, 388.5795009665022, 388.7918072272524, 401.9089010854295, 405.821240184234, 410.59287600511436, 421.1234012489641, 423.97989055547424, 427.7911782853271, 433.27872789811033, 439.6480475123353, 446.25539609083836, 458.2221501726965, 466.68955058582094, 467.03318185248537, 469.9206776027727, 472.43755150445526, 472.74068639942874, 472.9014120144759, 472.92425950257405, 473.26821122736226, 473.7784406098765, 474.9534713948342, 476.1305417953311, 479.3190476486987, 479.646312986738, 481.0404517127062, 481.45985094133, 482.0142395785246, 482.02887799421603, 484.84272878371615, 488.9290474495693, 489.01682308910875, 490.42846870689283, 494.96617637718737, 497.82616188159585, 499.2137577137525, 501.1240494021966, 501.8267530155289, 502.82228598636806, 503.0502095959845, 504.4113705485319, 506.65596322111026, 507.1230526263128, 508.0719450032435, 508.092452721875, 508.2315044326197, 508.2804164529067, 508.4221003560378, 508.47107573873075, 508.6838587171758, 508.68893982184875, 508.73524559777076, 508.8470086647905, 508.8675685132706, 508.8971471154735, 508.9239255778335, 508.95950736594654, 508.9981091646414, 510.60499431253123, 510.66511005756496, 510.73396398847893, 511.0491390028318, 511.0805461734608, 511.4964445634276, 511.54561474528316, 512.7852244773793, 513.0957642559639, 513.1440443771738, 514.2478659893427, 528.8901614707507, 537.1315634784526, 558.8926043205834, 558.9875453113002, 559.1079072143245, 559.1659670045782, 559.3612268200211, 559.6674633699487, 559.7592823226778, 560.1704516442957, 560.2026910567774, 560.2218229778507, 560.2848207404293, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327, 560.333963511327 ], [ 356.1868815858104, 356.1868815858104, 356.1868815858104, 356.1868815858104, 356.1868815858104, 356.1868815858104, 368.9168443657409, 372.69218680877407, 373.08743755769393, 397.50754251728614, 404.7911475950042, 412.75204111670695, 430.3209406180156, 435.08664530895203, 441.4453149427827, 451.19172798661396, 453.70811876906697, 456.31855003432577, 461.0463752168173, 464.80216496689025, 464.95458563039665, 466.23535970664074, 468.936606773992, 469.26194776366634, 469.4344473060567, 469.51361543526787, 470.70543199179554, 472.47341215262105, 476.54497523259846, 480.62360572173077, 491.6719994140973, 492.80599648445076, 497.6367837605673, 499.09003114514286, 499.28981960687537, 499.29509494326754, 500.3091397541854, 501.7817516831219, 501.81338393318015, 502.3221073946055, 503.95738917063096, 504.9880598340747, 505.48811632552065, 506.1765399552435, 506.42977760216206, 506.7885439756116, 506.8753232278228, 507.3935693621301, 508.24817180534694, 508.42601064076837, 508.7872903302112, 508.84982982314966, 509.27387618532504, 509.4230362651131, 509.85510965263046, 510.00446295979856, 510.65335715505313, 510.66885228230376, 510.81006446676577, 511.1508925065034, 511.2135909724782, 511.3037926578454, 511.38545515223376, 511.4939639057633, 511.52706395419386, 512.9049265931336, 512.9564742965913, 513.069123846938, 513.5847708575892, 513.6361550502135, 514.3165921145581, 514.3970377594613, 516.4251206455427, 516.9331841062337, 517.0121735534996, 518.8180981626434, 519.6326291750846, 520.0910871764131, 521.3016243255521, 521.7239507564074, 522.2593571444319, 522.517624767393, 523.3861998720213, 524.748433277758, 525.1568719331605, 526.9858782534527, 527.1292889752439, 527.214393584763, 527.4946268119576, 527.7132288180971, 529.4102607984868, 530.5951531552555, 530.7763524474084, 531.6064461748298, 531.8278463788769, 531.9163083657736, 532.7541869213811, 533.2266895739405, 534.1323226233346, 534.5937371995311, 534.7957991576536, 536.2427793614924, 536.7656949967478, 537.0353023821058, 538.0692841970506, 538.3958716456589, 538.4926076814949, 538.8335844769731, 539.1327380433831, 540.4626018257761, 540.4647103139029, 542.4199948854902, 542.8392517247278, 542.9485988284052, 543.6642284775048, 543.8854501824845, 544.4667013732889, 545.6661172889934, 545.728369714283, 546.682413109642, 547.9933993332604, 548.8744084296294, 549.5099217689088, 549.5661564343068, 549.6432100752359, 550.2940855286762, 550.7652167329716, 550.7705688930434, 554.1527951848859, 555.5651127079258, 555.5912693759288, 556.3631583888023, 557.2352966530901, 557.8330640448005, 557.9949275561376, 561.7251944294088, 563.0354620203832, 563.4875446455917, 563.6721052121402, 563.9459964262683, 564.304730277159, 564.7515378249277, 565.5855854563652, 566.0113172502035, 566.1196273919629, 566.7626284159554, 566.979808607508, 567.0815598199712, 567.1164603939238, 567.1421218668238, 567.2264485755737, 567.2276795966043, 567.2288734193205, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215, 567.2451789345215 ], [ 381.48676990504305, 381.48676990504305, 381.48676990504305, 381.48676990504305, 382.1488173159969, 392.16138346651536, 397.2300005456818, 398.73320723349934, 398.890581982441, 408.6137966699471, 411.5138683930968, 415.0509048737873, 422.85679227729355, 424.9742017492437, 427.79936784425604, 432.1297132254533, 437.15588259412345, 442.3698858228558, 451.8131131142471, 458.4949239145186, 458.7660908603206, 461.0446768901135, 465.8503830211554, 466.4291872363101, 466.73607590209957, 466.77970077880025, 467.43644043965185, 473.79547303085553, 488.4399825657524, 490.9813453797457, 497.8655132294573, 497.8655132294573, 497.8655132294573, 497.8655132294573, 497.8655132294573, 497.8655132294573, 497.8655132294573, 497.8655132294573, 497.8655132294573, 500.02199779649084, 506.9539759342198, 511.3230006557912, 513.4427458380297, 516.3609814722173, 517.4344587516839, 518.9552735089725, 519.3034584502979, 521.3828206857186, 524.8117474621782, 525.5252913439107, 526.9748561219595, 527.2257837241739, 528.9271876193587, 529.5256635488669, 531.2592743284911, 531.8585255454358, 534.4620878203369, 534.5242590171971, 535.090845556128, 536.4583520509909, 536.7099175017222, 537.0718342931991, 537.3994892348195, 537.834859591423, 537.967667124641, 543.4960740867839, 543.7028992626933, 543.9397877245325, 545.0241313977128, 545.1321861774801, 546.5630635227938, 546.7322310429847, 550.9970455396895, 552.0654419189852, 552.2315472306063, 556.029189578407, 557.742050376018, 557.742050376018, 557.742050376018, 557.742050376018, 557.742050376018, 557.742050376018, 557.742050376018, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.7420503760181, 557.856774590383, 557.907014441039, 558.2667856222082, 558.396801205869, 558.4638352725583, 558.7209202401917, 558.802121594453, 558.8261736428376, 558.9109527048697, 558.9853330119761, 559.3159848498633, 559.316509095642, 559.8026629752706, 559.9069052640494, 559.9340928762524, 560.1120240763154, 560.1670277272912, 560.3115476225302, 560.6097654416553, 560.6252436275473, 560.8624530367185, 561.1884112363653, 561.4074616991019, 561.5654731108093, 561.5794550657381, 561.5986133647507, 561.7604443490703, 561.8775844657114, 561.8789152046847, 562.7198579796926, 563.0710107750813, 563.0775142609742, 563.269433556868, 563.4862784125567, 563.6349048277691, 563.6751499026551, 564.6026280502571, 564.9284075720515, 565.0408115286681, 565.0866999056122, 565.1547990857927, 565.2439931887375, 565.355085571888, 565.562459729957, 565.6683119247032, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978, 565.695241710978 ], [ 454.29366903762553, 454.29366903762553, 454.29366903762553, 454.29366903762553, 454.29366903762553, 454.29366903762553, 454.29366903762553, 454.29366903762553, 454.29366903762553, 454.29366903762553, 456.4877563786909, 459.1637477706351, 465.0693943796829, 466.67134831798484, 468.8087648225468, 472.08494447958185, 475.88755891074237, 479.83228151505466, 486.9766791151049, 492.0318908104719, 492.23704572383156, 492.59060453742524, 493.3362861732972, 493.4260968404993, 493.4737154913482, 493.4804845838678, 493.58238817332835, 493.7335553336572, 494.08168516143337, 494.43041927210623, 495.3750872823459, 495.4720471469105, 495.88509272901825, 496.00934937241806, 496.1735997250542, 496.17793669153957, 497.01160454371575, 505.1600745064429, 505.31974249290346, 507.8875917796769, 516.1418938920181, 521.3443410537964, 523.8684426576582, 527.3433524281432, 528.6216031091752, 530.4325240633605, 530.84712775073, 533.3231430743701, 537.4061619431034, 538.2558193790055, 539.9818989152783, 540.2806927365873, 540.6994960976543, 540.8468119298944, 541.2735430684228, 541.4210497389378, 542.0619208657536, 542.0772244078933, 542.2166906143074, 542.5533045823078, 542.6152278308632, 542.7043142430467, 542.7849670446591, 542.8921341724472, 542.9248249647065, 544.2856514114101, 544.3365617678924, 544.3948722515447, 544.6617852262739, 544.6883830876483, 545.0405958944885, 545.1247658423881, 547.2467406374554, 547.7783253499343, 547.860971684226, 549.7505031864612, 550.6027436397793, 551.0824263638399, 552.3490064117237, 552.790884821978, 553.351078327038, 553.6213026803257, 554.5300892453588, 555.9553884635563, 556.3827361513868, 558.2964179532079, 558.4464680024794, 558.5355126059238, 558.8287194807159, 558.8287194807159, 558.8287194807159, 558.8287194807159, 558.8287194807159, 558.8287194807159, 558.8287194807159, 558.8287194807159, 558.8287194807159, 559.1639468065816, 559.8064679516366, 560.1338285995736, 560.4301281499537, 562.5519505245863, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781, 563.3187433887781 ], [ 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.992923019737, 561.9929230197371, 561.9929230197372, 561.9929230197372, 562.4218062843642, 563.0111505995197, 563.0116362915064, 563.0119866440028, 563.0120176456423, 563.0120601245861, 563.012418946071, 563.0126786762503, 563.0126816268455, 563.014546216228, 563.015324813528, 563.0153392334518, 563.0157647685679, 563.0162455701487, 563.016575113661, 563.0166643474847, 563.0187208083498, 563.0194431464869, 563.0196923753646, 563.0197941218603, 563.0199451154975, 563.0201428820784, 563.0203892028559, 563.0208490054308, 563.0210837073444, 563.0211434177016, 563.0214978980879, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274744, 563.0216176274744, 563.0216176274744, 563.0216176274744, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274745, 563.0216176274746, 563.0216176274746, 563.0216176274746, 563.0216176274746, 563.0216176274746, 563.0216176274746, 563.0216176274746, 563.0216176274746, 564.3858985411694, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567, 564.5692008286567 ], [ 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345674, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675, 561.6248435345675 ], [ 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519202, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.2241802519201, 560.22418025192, 560.22418025192, 560.22418025192, 560.22418025192, 560.543658464135, 560.9925827255731, 561.2695770395833, 561.3947903578579, 561.700817938188, 561.800149575006, 561.800149575006, 561.800149575006, 561.800149575006, 561.800149575006, 561.800149575006, 561.800149575006, 561.800149575006, 561.8022129630835, 561.8035677807984, 561.8075906260622, 561.8449854800161, 561.9189029926139, 561.926752658695, 561.9933070987726, 562.106484629947, 562.1165471738003, 562.1818545969167, 562.8412870943332, 562.8412870943332, 562.8412870943332 ], [ 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.2065313243021, 546.3515278220538, 546.9814930200617, 546.9965361364558, 547.1336289975052, 547.4645146875147, 547.5253841664243, 547.6129545638767, 547.6922348684678, 547.797578295644, 547.8297127772222, 549.1673815628508, 549.2174255599354, 549.2747437536298, 549.5371145766245, 549.5632598128602, 549.9094788907964, 549.9504111363512, 550.9823375606908, 551.2408497319273, 551.2810410369459, 552.1999291836436, 552.614377765085, 552.8476497527673, 553.4635936475728, 553.6784812178429, 553.9509059808319, 554.0823173676712, 554.52426459189, 555.2173943732935, 555.4252155842134, 556.3558481363377, 556.428818188186, 556.4721210018918, 556.6147088981285, 556.7259376788146, 557.5894192236427, 558.1923145694587, 558.2845121511886, 558.7068793324726, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884791, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8195318884792, 558.8293499693278, 559.0556150580198, 559.13509135898, 559.1625131276535, 559.1737079333813, 559.1903212272721, 559.2120807821099, 559.2391825828278, 559.2897730278848, 559.3155964462527, 559.3221661648985, 559.3611683834167, 559.3743417827936, 559.3805136594701, 559.4681633462021, 559.5326098525491, 559.7443888798821, 559.7474804796888, 559.7504786592384, 559.7914285101292, 559.7923388915633, 559.8894072541743, 559.9073436565693, 559.9789596408164, 560.040817076208, 560.0410152211756, 560.1031791191665, 560.1080195418997, 560.2127236863893, 560.348500254698, 560.4567516400315, 560.4815582427614, 560.4815582427614, 560.4815582427614, 560.4815582427614, 560.4815582427614, 560.4815582427614, 560.4815582427614, 560.4815582427614, 560.5144873739679, 560.5151969047073, 560.5241614965174, 560.5253726734849, 560.5267868284145, 560.534545183699, 560.5379453446991, 560.546552614413, 560.5560895168812, 560.5573708776483, 560.5683407337, 560.5685881935262, 560.578532625265, 560.6308677272251, 560.6408769948573, 560.6425415001112, 560.6457823990961, 560.6504911446121, 560.656528663776, 560.6576990414885, 560.6650353211037, 560.6656831846886, 560.6712803205896, 560.6747523284896, 560.6751210618778, 560.6829444787825, 560.6969292050757, 560.7274255582022, 560.734040929419, 560.7450118336897, 560.774412989789, 560.8050161555358, 560.8480190992585, 560.8745526861463, 560.8865470062169, 560.9158617212925, 560.9253768069202, 560.9852358090967, 560.986309363492, 560.9967799906135, 561.0155518945618, 561.0589749812291, 561.0823468792729, 561.1674934427475, 561.1690134555081, 561.1700114937528, 561.1729749576797, 561.2005222018512, 561.2549741799386, 561.2607567046803, 561.3097846114016, 561.3931578233903, 561.4005704837755, 561.4486797646143, 561.4486797646143, 561.4486797646143, 561.4486797646143 ], [ 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.3100760412526, 548.6608151704305, 548.6691905688824, 548.7455183261188, 548.9297420882225, 548.9636317508479, 549.0123874044004, 549.0565274697266, 549.1151784270004, 549.1330696059432, 549.8778294537624, 549.905691926187, 549.9376043769162, 550.0836818336865, 550.098238443192, 550.2909992151904, 550.3137886330925, 550.8883235067537, 551.0322526223748, 551.0546295145704, 551.5662292496093, 551.7969774480866, 551.9268538509102, 552.269786485871, 552.3894271890496, 552.5411022727516, 552.6142668150625, 552.8603251450389, 553.246231758143, 553.3619381983929, 553.8800767431073, 553.8800767431073, 553.8800767431073, 553.8800767431073, 553.8800767431073, 553.8800767431073, 553.8800767431073, 553.8800767431073, 553.8800767431075, 553.8800767431075, 553.8800767431075, 553.8800767431075, 553.8800767431075, 553.8800767431075, 553.8800767431075, 553.8800767431075, 554.6003052344107, 554.860584357829, 554.9947803336174, 555.509440562304, 555.5547338202116, 555.5681497988071, 555.615438664328, 555.656927214164, 555.8413613176012, 555.8416537363605, 556.1128252365544, 556.17097048442, 556.1861354474013, 556.2853835918145, 556.3160640474814, 556.3966757188924, 556.5630184691726, 556.571652037811, 556.7039649412773, 556.8857809828695, 557.007965017776, 557.0961021146006, 557.1039011014082, 557.1039011014082, 557.1039011014082, 557.1039011014082, 557.1039011014082, 557.1039011014083, 557.1039011014083, 557.1039011014083, 557.1039011014083, 557.1039011014083, 557.1039011014083, 557.1039011014083, 557.1039011014083, 558.7181613102006, 559.2751307399471, 559.2826129956981, 559.2937167983703, 559.308260199862, 559.3263741903334, 559.3601872512896, 559.3774468112399, 559.3818378043768, 559.4079056594965, 559.4167103449589, 559.420835433047, 559.4794177245633, 559.5224917407154, 559.6640381760631, 559.6661045040544, 559.6681083928867, 559.6954779841753, 559.6960864544683, 559.7609638924547, 559.7729520192015, 559.8208178886964, 559.8621614513225, 559.8622938851815, 559.9038422777619, 559.9070774639466, 559.9770584181765, 560.0678072023685, 560.1401590207159, 560.1567389731018, 560.1793742891057, 560.1829971473337, 560.1998666090717, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812, 560.2368409634812 ], [ 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.0335270594227, 543.3779349916906, 543.4122552207764, 543.8051215890359, 543.8515687771912, 545.0225302073297, 545.3158726148885, 545.3614790330339, 546.4041721485659, 546.8744608166306, 547.1391623436631, 547.8380944835276, 548.0819345971903, 548.3910640879666, 548.5401809841331, 549.0416732819472, 549.8281908290903, 550.064012508439, 551.1200323936418, 551.2028339522163, 551.2519711033445, 551.2567141433332, 551.260414054536, 551.2891368816806, 551.3091915764311, 551.312258434338, 553.4157357103603, 553.9767691006093, 554.2009338823467, 554.2009338823467, 554.2009338823467, 554.2009338823467, 554.2009338823467, 554.2009338823467, 554.2009338823467, 554.6555642283154, 554.8899647522567, 555.7889233577381, 556.0728631651169, 556.15696686077, 556.4534169724975, 556.7135053696026, 557.869707997174, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8715411469632, 557.8716149489288, 557.8947687938955, 557.8965716795117, 557.9355702559723, 557.9861422071262, 558.0264620048617, 558.0357015836579, 558.0483156600391, 558.0503345852619, 558.0597355001347, 558.0803403518889, 558.0847299623059, 558.0850504064744, 558.1236803785501, 558.2314753078019, 558.2337979872367, 558.2631439646293, 558.2671088045972, 558.2717381016669, 558.2971354118404, 558.3082659853183, 558.3364422534391, 558.3676617144203, 558.3718563040788, 558.4077666003325, 558.4085766707315, 558.4411301963319, 558.6124514066549, 558.645217175345, 558.6506660049831, 558.6612752273946, 558.6766895086458, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629, 558.6964535876629 ], [ 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 487.4096342623077, 492.2492250398614, 495.67360834956247, 495.8125795942001, 496.98033968250184, 499.4432319071363, 499.7398651931132, 499.89714358013714, 499.91950103743835, 500.25607571766534, 500.7553617479008, 501.9051905820128, 503.0570152861798, 506.17713436294827, 506.4973805444954, 507.8616179129045, 508.2720219059311, 508.81452006726516, 508.8288445195801, 514.3660763191406, 522.4073320048124, 522.5800611574377, 525.357965740606, 528.8540807141313, 530.6656142508075, 531.5445265325059, 532.754517790544, 533.1996148583203, 533.8301919576666, 533.974560263724, 534.8367285196655, 536.258468209005, 536.5543256952917, 537.1553603372004, 537.2594027255267, 537.9648576981986, 538.2130044326046, 538.9318133812761, 539.1802815739668, 540.2597994701512, 540.2855775820422, 540.5205019832787, 541.0875127087697, 541.1918195689299, 541.3418815271535, 541.4777374568013, 541.6582555477079, 541.7133216816118, 541.8987801749169, 541.9057184277923, 541.9136651975426, 541.9500410912187, 541.953665946767, 542.0016668190586, 542.0073417908228, 542.1504112276788, 542.1862521460688, 542.19182439157, 542.3192218557505, 542.3766822751699, 542.4090238172846, 542.494420163464, 542.5242128336979, 542.9343368965236, 543.132171231702, 543.7975042548918, 544.8409820903711, 545.1538482132181, 546.5548765158123, 546.6647298705525, 546.729920441681, 546.9445805433279, 547.1120308108352, 548.4119660863753, 549.3195997609791, 549.4583993560925, 550.0942554452818, 550.2638491468609, 550.3316114864281, 550.9734307942779, 551.3353702703431, 552.0290898709201, 552.3825358231339, 552.5373163283002, 553.6457106495118, 554.0462667311031, 554.2527873829368, 555.0448228018598, 555.2949904768951, 555.3098579007523, 555.3622628447839, 555.4082399497145, 555.6126275737704, 555.612951628673, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 555.9134605779586, 556.1256982684858, 556.2002474031533, 556.2259691478868, 556.2364699269831, 556.2520532728179, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145, 556.2724638350145 ], [ 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 523.5162241605417, 527.5981441793222, 529.0996844749127, 531.2269438812154, 531.7139720929142, 534.6225070431507, 539.4187629341387, 539.4207857899319, 539.4248952225595, 539.4256065878543, 539.430429969869, 539.4321266146474, 539.4370413013238, 539.4387401439974, 539.4461210930398, 539.4462973448008, 539.4479035849943, 539.4517803871169, 539.543184358854, 539.6746834660771, 539.79373384814, 539.9519216265272, 540.0001760111314, 542.0088713715237, 542.08401937964, 542.1700906036807, 542.5640768135064, 542.6033375148753, 543.1232335182816, 543.1846989666944, 544.7342797322074, 545.1224716408072, 545.1828244641567, 546.5626625652034, 547.1850146389055, 547.5353049083662, 548.460230164192, 548.782913679009, 549.1919972753005, 549.2357231825478, 549.3827769790196, 549.6134094170517, 549.6825599770698, 549.9922192359373, 550.016499336739, 550.0309079421208, 550.0783527281121, 550.1153630623342, 550.4026784529327, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282937, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6032862282935, 550.6098308175344, 551.398789782942, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103, 553.600338769103 ], [ 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.5982820664723, 533.6533041475371, 533.8126871204328, 533.8677804790981, 534.1071441819372, 534.1827864563309, 534.8721393497924, 536.5359532498544, 536.8420271846214, 537.282363073765, 537.6810133531897, 537.6945771135777, 537.698714670329, 537.8709496105922, 537.8773931524771, 537.8847733020127, 537.9185555233748, 537.921921919638, 537.96650023592, 537.9717705711058, 538.104638877492, 538.1193794786747, 538.1473253426336, 538.7862476948478, 539.0744225542994, 539.2366214983291, 539.6649003084491, 539.8143161784351, 540.003738874762, 540.0951119898564, 540.4024072369082, 540.8843550255651, 541.0288575065235, 541.6759459920887, 541.7266836116081, 541.7567929733295, 541.8559373516613, 541.9332770740696, 542.5336740447976, 542.9528799229801, 543.0169868504652, 543.3106676797738, 543.3889973832588, 543.4202945594883, 543.7167296016313, 543.8838974361423, 544.2043035013967, 544.3675484590636, 544.439036438641, 544.9509669980691, 545.1359705613382, 545.2313555978758, 545.5971704774153, 545.7127146257212, 545.7469390973561, 545.8675740868315, 545.9734123368648, 546.4439079996787, 546.4446539666957, 547.136418734395, 547.2847486062795, 547.323434777527, 547.5766190889883, 547.6548856408647, 547.8605278787387, 548.2848720812956, 548.3068965145392, 548.6444297909511, 549.1082467174572, 549.4199410159479, 549.6447807880735, 549.6646761837673, 549.6919371742093, 549.9222119451522, 550.088894571728, 550.0907881251384, 551.2873939896153, 551.3401234807328, 551.3411000513486, 551.369918864529, 551.4024805272641, 551.4247984337244, 551.4308416785642, 551.5701128203233, 551.6190322326881, 551.6359109348082, 551.6428015841103, 551.6442924469533, 551.64624513087, 551.6486772233818, 551.6532171668294, 551.655534538398, 551.6561240993534, 551.659624125222, 551.6608062948612, 551.6613601538171, 551.6692257620465, 551.675009136632, 551.6940140061563, 551.6942914436896, 551.6945604977686, 551.7407966447086, 551.741824549056, 551.8514236557504, 551.8716755032826, 551.9525365344919, 552.0223792667578, 552.0226029906453, 552.0927917473646, 552.0982570297007, 552.2164776362359, 552.3697818663309, 552.492007633943, 552.5200165693591, 552.5582549846042, 552.5643751711866, 552.5928731821174, 552.6553348997755, 552.6686416010207, 552.6696129981176, 552.7867162142785, 553.1134866524368, 553.1205276420443, 553.2094872801026, 553.2215063287032, 553.2355396180451, 553.3125292337073, 553.3462705460081, 553.3462705460081, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008, 553.346270546008 ], [ 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.651439112494, 535.80417889836, 536.172829818994, 536.2406465608963, 536.3382116977874, 536.4265405622809, 536.5439072317495, 536.5797093427974, 538.0700513074532, 538.1258070144979, 538.1896671496216, 538.4819833432948, 538.511112633861, 538.8968469997641, 538.9424509967425, 540.0921550723353, 540.3801722117852, 540.424950701892, 541.4487150152717, 541.9104661750133, 542.1703623736514, 542.8566062661338, 543.0960197645254, 543.3995373922489, 543.5459472558447, 544.0383355820827, 544.810574877248, 545.0421155060696, 546.0789646581218, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.1602630569489, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.160263056949, 546.7042909996592, 546.7042909996592, 546.7042909996592, 546.7042909996592, 546.7042909996592, 546.7042909996592, 546.7042909996592, 546.8848509821821, 546.9337430314699, 548.0604972351688, 548.4562730780929, 548.5928279187191, 548.6485757783926, 548.7313066090165, 548.8396647743255, 548.9746262394957, 548.9746262394957, 548.9746262394958, 548.9746262394958, 548.9746262394958, 548.9746262394958, 548.9746262394958, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957, 548.9746262394957 ], [ 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 543.8476797588122, 544.0365241553287, 544.4042163639085, 544.9384412954844, 545.6234206071055, 545.7562043711042, 546.5885329524737, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 546.6620355187438, 548.3867931097487, 548.3961627187311, 548.4129607001516, 548.4518177178027, 548.4727319900142, 548.548925134578, 548.5502853133954, 548.5511784048973, 548.5538302516211, 548.5784808196752, 548.6272070074259, 548.6323814821858, 548.6762539560949, 548.75086022245, 548.75086022245, 548.75086022245, 548.75086022245, 548.75086022245, 548.75086022245 ], [ 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 541.5352734900434, 542.0884337616982, 542.0884337616982, 542.0884337616981, 542.0884337616981, 542.0884337616981, 542.0884337616981, 542.0884337616981, 542.0884337616981, 542.0884337616981, 542.0884337616981, 542.131248480076, 542.2583777500538, 543.4401235474809, 545.7760521748812, 546.024115983713, 546.024115983713, 546.024115983713, 546.024115983713, 546.0648990409514, 546.4767002115336, 547.107247981207, 547.4225303625334 ], [ 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.2230442506426, 539.3850904638521, 539.4120381670369, 539.4645070815665, 539.5407398698072, 539.6384849949889, 539.657432962342, 539.7762045222971, 539.7762045222971, 539.7762045222971, 539.7762045222971, 539.7762045222971, 539.7762045222971, 539.7762045222971, 539.7762045222971, 539.7762045222971, 539.9873779905253, 540.5533061902697, 541.1423712746158, 541.9701135049721, 542.4808452942059, 542.4808452942059, 542.4808452942059, 542.4808452942059, 542.4808452942059, 542.4808452942059, 542.4808452942059, 542.4808452942059, 542.4808452942059, 542.7399574295086, 543.6839333031937, 543.7007848978468, 543.7118496312373, 543.7118496312373, 543.8078180139681, 543.9975164186794, 544.0176614300681, 544.1884635940679, 544.2446192707349, 544.2496120369952, 544.2820158409872, 544.6092086832803, 545.1102046291375, 545.1102046291375 ], [ 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 525.8207636411471, 526.0648990464036, 526.1492884839976, 526.5159346415804, 526.5246898884438, 526.6044793290268, 526.7970581686592, 526.832484824968, 526.8834516876541, 526.9295936319111, 526.9909045788061, 527.0096071741777, 527.7881440233881, 527.8172701390833, 527.8506299112487, 528.0033324008737, 528.0185491944922, 528.2200522219746, 528.243875205532, 528.8444668883564, 528.9949236033813, 529.0183153520047, 529.553117606638, 529.7943308996606, 529.9300975709401, 530.288583187338, 530.4136499405507, 530.5722039255901, 530.6486866903517, 530.9059044733764, 531.3093130614403, 531.4302671215837, 531.9719047397202, 532.0143740526495, 532.0395767310006, 532.1225643379959, 532.18730062054, 532.6898556689079, 533.0407468969743, 533.0944068280094, 533.340228826743, 533.4057937610161, 533.4319906851856, 533.6801180645783, 533.8200438857502, 534.0882359211398, 534.2248781455279, 534.2847162972604, 534.7132216022463, 534.8680766052191, 534.9479175004731, 535.2541184365932, 535.3508332733956, 535.3794804549044, 535.4804565189528, 535.5690471505814, 535.9628698747293, 535.9634942774305, 536.5425276390891, 536.6666853706796, 536.6990671640768, 536.9109920406099, 536.9109920406099, 536.9109920406099, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406098, 536.9109920406097, 536.9109920406097, 536.9109920406097, 536.9109920406097, 536.9109920406097, 537.1250856924548, 537.4173710592123, 537.4641523122643, 537.4641523122643, 537.4641523122643, 537.4641523122643, 537.4641523122643, 538.8493751613538, 542.7147675236099, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096, 542.7980559251096 ], [ 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 531.3987490178113, 532.7776958526599, 533.258776251981, 533.8686682694621, 534.1628660323969, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315998, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.1522771315999, 535.4636319135705, 535.5598806307775, 535.8127702895705, 536.3346098771226, 536.3616945435106, 536.7767779231975, 537.3471593073879, 537.7304670636543, 538.006964994448, 538.0177587375755, 538.0325484976164, 538.1574782434, 538.2479076815854, 538.2489349810381, 538.8981231914535, 539.1692049601487, 539.1742254995881, 539.1758112434889, 539.1776029362195, 539.1788309702758, 539.1791634974547, 539.1868268374477, 539.1895186089408, 539.19044735291, 539.1908265081873, 539.1913891814668, 539.1921261527237, 539.1930440597439, 539.1947575003065, 539.1956321099773, 539.1958546188404, 539.1971755794124, 539.1976217473956, 539.1978307818058, 539.2007993765351, 539.2029821060597, 539.2101548197082, 539.2102595286608, 539.210361073576, 539.2117479982309, 539.2117788318097, 539.2150664263279, 539.2156739117805, 539.2180994633288, 539.220194503979, 539.2202012149226, 539.2890817085892, 539.2944451223742, 539.410462190069, 539.5609089502583, 539.6808565259871, 539.7083433969436, 539.7458690782952, 539.7518751894281, 539.7798420199175, 539.841139500435, 539.8541981752669, 539.8551514662882, 539.9700719708837, 540.2907516658672, 540.2976614169831, 540.3849629175692, 540.3967579405856, 540.4105296604853, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495, 540.4860842504495 ], [ 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.0373583430297, 495.17241351736703, 495.1916118977083, 495.48062905369335, 495.90936667704744, 496.896726330128, 497.88579983965974, 500.56505052272973, 500.84004637370515, 502.0115189397347, 502.3639334314887, 502.8297773731961, 502.8420778007456, 505.2065118010353, 508.6401802903578, 508.71393676220015, 509.90012009057824, 513.7130835707513, 516.1162838371594, 517.2822585137322, 518.8874461930087, 519.5791471441796, 520.559092443715, 520.7834473133569, 522.1232957326771, 524.3327434388747, 524.792519338316, 525.7265543243741, 525.8882408960852, 526.9845497934753, 527.370181029098, 528.4872426084751, 528.8733734047943, 530.5509929841082, 530.5910533345472, 530.9561364670881, 531.9126815133352, 532.0886468097399, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913417, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 532.3418007913416, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748798, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.7693834748799, 535.911763665239, 535.9420960148346, 535.9443102943767, 536.2112446476702, 536.9561110863973, 536.972160876224, 537.1749425267442, 537.2023396988336, 537.2343282909311, 537.4098245235784, 537.4867371453967, 537.6814360671129, 537.8971635496711, 537.9261482995344, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575, 538.1742896051575 ] ] } ], "layout": { "coloraxis": { "colorscale": [ [ 0.0, "rgb(158,1,66)" ], [ 0.1, "rgb(213,62,79)" ], [ 0.2, "rgb(244,109,67)" ], [ 0.3, "rgb(253,174,97)" ], [ 0.4, "rgb(254,224,139)" ], [ 0.5, "rgb(255,255,191)" ], [ 0.6, "rgb(230,245,152)" ], [ 0.7, "rgb(171,221,164)" ], [ 0.8, "rgb(102,194,165)" ], [ 0.9, "rgb(50,136,189)" ], [ 1.0, "rgb(94,79,162)" ] ] }, "margin": { "t": 60 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "sequentialminus": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Bid matrix heatmapped (and inverted compared to normal bid matrix)" }, "xaxis": { "anchor": "y", "constrain": "domain", "domain": [ 0.0, 1.0 ], "scaleanchor": "y", "title": { "text": "Market price" } }, "yaxis": { "anchor": "x", "autorange": true, "constrain": "domain", "domain": [ 0.0, 1.0 ], "title": { "text": "Hours" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plotting bid matrices with different properties\n", "fig = px.imshow(bid_matrix.transpose(), color_continuous_scale='spectral')\n", "fig.update_layout(title=\"Bid matrix heatmapped (and inverted compared to normal bid matrix)\", xaxis_title =\"Market price\", yaxis_title=\"Hours\")\n", "fig.update_yaxes(autorange=True) \n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 22, "id": "7c9322f8", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "hovertemplate": "=25.7385904884098
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "25.7385904884098", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "25.7385904884098", "offsetgroup": "25.7385904884098", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 390.13177746028845, 257.74677609882946, 261.8244699025672, 209.83321604890926, 356.1868815858104, 381.48676990504305, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=28.47852434471662
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "28.47852434471662", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "28.47852434471662", "offsetgroup": "28.47852434471662", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 390.13177746028845, 257.74677609882946, 261.8244699025672, 361.307074502564, 356.1868815858104, 381.48676990504305, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=28.567144764921423
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "28.567144764921423", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "28.567144764921423", "offsetgroup": "28.567144764921423", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 390.13177746028845, 261.39439695338666, 261.8244699025672, 366.2063449558658, 356.1868815858104, 381.48676990504305, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=28.953163992553172
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "28.953163992553172", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "28.953163992553172", "offsetgroup": "28.953163992553172", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 390.13177746028845, 277.28296734964107, 261.8244699025672, 366.2063449558658, 356.1868815858104, 381.48676990504305, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=28.99040988121767
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "28.99040988121767", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "28.99040988121767", "offsetgroup": "28.99040988121767", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 390.13177746028845, 278.8160099590664, 261.8244699025672, 366.2063449558658, 356.1868815858104, 382.1488173159969, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=29.553703261597807
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "29.553703261597807", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "29.553703261597807", "offsetgroup": "29.553703261597807", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 390.13177746028845, 302.0011932019381, 261.8244699025672, 379.7137881398899, 356.1868815858104, 392.16138346651536, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=29.83885677823433
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "29.83885677823433", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "29.83885677823433", "offsetgroup": "29.83885677823433", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 390.13177746028845, 313.73812597239856, 261.8244699025672, 386.5516013627139, 368.9168443657409, 397.2300005456818, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=29.923425146009553
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "29.923425146009553", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "29.923425146009553", "offsetgroup": "29.923425146009553", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 391.9802886624802, 317.21896414964806, 261.8244699025672, 388.5795009665022, 372.69218680877407, 398.73320723349934, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=29.93227883576153
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "29.93227883576153", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "29.93227883576153", "offsetgroup": "29.93227883576153", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 392.17381426925033, 317.5833824553214, 262.93140138108015, 388.7918072272524, 373.08743755769393, 398.890581982441, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=30.47929369560378
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "30.47929369560378", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "30.47929369560378", "offsetgroup": "30.47929369560378", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 395.3664145043743, 340.09854099217034, 331.3218673377783, 401.9089010854295, 397.50754251728614, 408.6137966699471, 454.29366903762553, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=30.64244779413558
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "30.64244779413558", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "30.64244779413558", "offsetgroup": "30.64244779413558", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 396.31864789248425, 346.81397171271703, 351.72018855441365, 405.821240184234, 404.7911475950042, 411.5138683930968, 456.4877563786909, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=30.84143666529853
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "30.84143666529853", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "30.84143666529853", "offsetgroup": "30.84143666529853", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 397.48002752492255, 355.00436343734856, 376.5987478369825, 410.59287600511436, 412.75204111670695, 415.0509048737873, 459.1637477706351, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=31.28058529475953
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "31.28058529475953", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "31.28058529475953", "offsetgroup": "31.28058529475953", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 439.10670744212536, 373.07974262614374, 431.50325153135066, 421.1234012489641, 430.3209406180156, 422.85679227729355, 465.0693943796829, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=31.399707877439493
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "31.399707877439493", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "31.399707877439493", "offsetgroup": "31.399707877439493", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 450.39827773853176, 377.98283398847303, 434.6806204401968, 423.97989055547424, 435.08664530895203, 424.9742017492437, 466.67134831798484, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=31.55864788701061
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "31.55864788701061", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "31.55864788701061", "offsetgroup": "31.55864788701061", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 452.7613317255229, 384.5248126001218, 438.92004367483014, 427.7911782853271, 441.4453149427827, 427.79936784425604, 468.8087648225468, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=31.802267240063458
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "31.802267240063458", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "31.802267240063458", "offsetgroup": "31.802267240063458", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 456.38336298809264, 394.55219715455826, 445.4181277540088, 433.27872789811033, 451.19172798661396, 432.1297132254533, 472.08494447958185, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=32.08503270612679
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "32.08503270612679", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "32.08503270612679", "offsetgroup": "32.08503270612679", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 460.5874023848902, 406.19083764596627, 452.96036013473883, 439.6480475123353, 453.70811876906697, 437.15588259412345, 475.88755891074237, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=32.378365450187964
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "32.378365450187964", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "32.378365450187964", "offsetgroup": "32.378365450187964", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 464.94855167787955, 418.2644278195329, 457.34573719215376, 446.25539609083836, 456.31855003432577, 442.3698858228558, 479.83228151505466, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 487.4096342623077, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=32.90962859918502
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "32.90962859918502", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "32.90962859918502", "offsetgroup": "32.90962859918502", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 472.8471513178728, 440.1312451632223, 465.288216414916, 458.2221501726965, 461.0463752168173, 451.8131131142471, 486.9766791151049, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 492.2492250398614, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.28553820479103
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.28553820479103", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "33.28553820479103", "offsetgroup": "33.28553820479103", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 478.4360190590571, 455.6037030196404, 470.9081323413245, 466.68955058582094, 464.80216496689025, 458.4949239145186, 492.0318908104719, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 495.67360834956247, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.30079368907467
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.30079368907467", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "33.30079368907467", "offsetgroup": "33.30079368907467", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 478.6628312573023, 456.23161950311896, 471.04542622249716, 467.03318185248537, 464.95458563039665, 458.7660908603206, 492.23704572383156, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 495.8125795942001, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.42898384611474
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.42898384611474", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "33.42898384611474", "offsetgroup": "33.42898384611474", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 480.5687092203397, 461.5079326721122, 472.19909161003466, 469.9206776027727, 466.23535970664074, 461.0446768901135, 492.59060453742524, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 496.98033968250184, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.6993463496901
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.6993463496901", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "33.6993463496901", "offsetgroup": "33.6993463496901", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 484.5883465270859, 472.63606661745723, 474.63225707035457, 472.43755150445526, 468.936606773992, 465.8503830211554, 493.3362861732972, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 499.4432319071363, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.73190908915484
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.73190908915484", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "33.73190908915484", "offsetgroup": "33.73190908915484", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 485.07247580030753, 472.63606661745723, 474.92531003410227, 472.74068639942874, 469.26194776366634, 466.4291872363101, 493.4260968404993, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 499.7398651931132, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.0373583430297 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.749174228915635
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.749174228915635", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "33.749174228915635", "offsetgroup": "33.749174228915635", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 485.3291667207233, 472.63606661745723, 475.08069009301585, 472.9014120144759, 469.4344473060567, 466.73607590209957, 493.4737154913482, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 499.89714358013714, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.17241351736703 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.75162850526158
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.75162850526158", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "33.75162850526158", "offsetgroup": "33.75162850526158", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 485.3656558811311, 472.63606661745723, 475.1027776989377, 472.92425950257405, 469.51361543526787, 466.77970077880025, 493.4804845838678, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 499.91950103743835, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.1916118977083 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.78857578711016
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.78857578711016", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "33.78857578711016", "offsetgroup": "33.78857578711016", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 485.9149727077525, 480.06183096324975, 475.4352899698992, 473.26821122736226, 470.70543199179554, 467.43644043965185, 493.58238817332835, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 500.25607571766534, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.48062905369335 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.84338460894348
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.84338460894348", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "33.84338460894348", "offsetgroup": "33.84338460894348", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 486.72984748538084, 491.0774557843856, 475.92854968765624, 473.7784406098765, 472.47341215262105, 473.79547303085553, 493.7335553336572, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 500.7553617479008, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 495.90936667704744 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=33.9696063734057
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "33.9696063734057", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "33.9696063734057", "offsetgroup": "33.9696063734057", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 488.6064602058806, 491.0774557843856, 477.0645002487314, 474.9534713948342, 476.54497523259846, 488.4399825657524, 494.08168516143337, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 501.9051905820128, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 496.896726330128 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=34.09604723329545
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "34.09604723329545", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "34.09604723329545", "offsetgroup": "34.09604723329545", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 490.48633034611333, 491.0774557843856, 478.2024225899895, 476.1305417953311, 480.62360572173077, 490.9813453797457, 494.43041927210623, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 503.0570152861798, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 497.88579983965974 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=34.43855641685243
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "34.43855641685243", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "34.43855641685243", "offsetgroup": "34.43855641685243", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 495.5786144976582, 491.07745578438556, 488.7507906307204, 479.3190476486987, 491.6719994140973, 497.8655132294573, 495.3750872823459, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 506.17713436294827, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 500.56505052272973 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=34.47371124763938
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "34.47371124763938", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "34.47371124763938", "offsetgroup": "34.47371124763938", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 496.10128190706166, 491.07745578438556, 489.8334655234031, 479.646312986738, 492.80599648445076, 497.8655132294573, 495.4720471469105, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 506.4973805444954, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 500.84004637370515 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=34.62346957920782
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "34.62346957920782", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "34.62346957920782", "offsetgroup": "34.62346957920782", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 498.32782652256077, 492.7396699557441, 494.4456221439772, 481.0404517127062, 497.6367837605673, 497.8655132294573, 495.88509272901825, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 507.8616179129045, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 502.0115189397347 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=34.66852142919224
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "34.66852142919224", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "34.66852142919224", "offsetgroup": "34.66852142919224", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 498.9976386989553, 493.239714412074, 495.83309879384745, 481.45985094133, 499.09003114514286, 497.8655132294573, 496.00934937241806, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 508.2720219059311, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 502.3639334314887 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=34.7280738365677
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "34.7280738365677", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "34.7280738365677", "offsetgroup": "34.7280738365677", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 499.88303913439785, 493.90070505240294, 497.6671538816096, 482.0142395785246, 499.28981960687537, 497.8655132294573, 496.1735997250542, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 508.81452006726516, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 502.8297773731961 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=34.72964629465234
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "34.72964629465234", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "34.72964629465234", "offsetgroup": "34.72964629465234", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 499.90641778749034, 493.9181582524004, 497.6717862179444, 482.02887799421603, 499.29509494326754, 497.8655132294573, 496.17793669153957, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 508.8288445195801, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 502.8420778007456 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=35.03191004478626
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "35.03191004478626", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "35.03191004478626", "offsetgroup": "35.03191004478626", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 504.4003495659281, 497.27307736573846, 498.5622311627808, 484.84272878371615, 500.3091397541854, 497.8655132294573, 497.01160454371575, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 514.3660763191406, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 505.2065118010353 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=35.47086224821935
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "35.47086224821935", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "35.47086224821935", "offsetgroup": "35.47086224821935", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 510.9265084432306, 502.14514401775034, 499.8553494093408, 488.9290474495693, 501.7817516831219, 497.8655132294573, 505.1600745064429, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 522.4073320048124, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 508.6401802903578 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=35.48029110424704
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "35.48029110424704", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "35.48029110424704", "offsetgroup": "35.48029110424704", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 511.06669275484046, 502.2497978152705, 499.8831260685721, 489.01682308910875, 501.81338393318015, 497.8655132294573, 505.31974249290346, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 522.5800611574377, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 508.71393676220015 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=35.63193002550175
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "35.63193002550175", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "35.63193002550175", "offsetgroup": "35.63193002550175", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 513.3211971959872, 503.9328852348437, 500.3298422586938, 490.42846870689283, 502.3221073946055, 500.02199779649084, 507.8875917796769, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 525.357965740606, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 509.90012009057824 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=36.11937041948169
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "36.11937041948169", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "36.11937041948169", "offsetgroup": "36.11937041948169", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 520.5682583325944, 509.3431373529087, 501.76580285448546, 494.96617637718737, 503.95738917063096, 506.9539759342198, 516.1418938920181, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 528.8540807141313, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 513.7130835707513 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=36.42658995902406
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "36.42658995902406", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "36.42658995902406", "offsetgroup": "36.42658995902406", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 525.135870727712, 512.7530623099866, 502.6708471603914, 497.82616188159585, 504.9880598340747, 511.3230006557912, 521.3443410537964, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 530.6656142508075, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 516.1162838371594 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=36.57564545317568
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "36.57564545317568", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "36.57564545317568", "offsetgroup": "36.57564545317568", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 527.3519658486848, 514.4074754708627, 505.1157488837928, 499.2137577137525, 505.48811632552065, 513.4427458380297, 523.8684426576582, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 531.5445265325059, 523.5162241605417, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 517.2822585137322 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=36.780848917322885
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "36.780848917322885", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "36.780848917322885", "offsetgroup": "36.780848917322885", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 530.4028456454454, 516.6850923656627, 508.4816248348736, 501.1240494021966, 506.1765399552435, 516.3609814722173, 527.3433524281432, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 532.754517790544, 527.5981441793222, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 518.8874461930087 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=36.85633331407592
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "36.85633331407592", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "36.85633331407592", "offsetgroup": "36.85633331407592", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 531.5251162756297, 517.5229170975842, 509.7197672647237, 501.8267530155289, 506.42977760216206, 517.4344587516839, 528.6216031091752, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 533.1996148583203, 529.0996844749127, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 519.5791471441796 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=36.96327342983141
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "36.96327342983141", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "36.96327342983141", "offsetgroup": "36.96327342983141", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 533.1150574590183, 517.5229170975842, 511.4738661310518, 502.82228598636806, 506.7885439756116, 518.9552735089725, 530.4325240633605, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 533.8301919576666, 531.2269438812154, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 520.559092443715 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=36.98775697574074
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "36.98775697574074", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "36.98775697574074", "offsetgroup": "36.98775697574074", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 533.4790686411797, 517.5229170975842, 511.87546061054013, 503.0502095959845, 506.8753232278228, 519.3034584502979, 530.84712775073, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 533.974560263724, 531.7139720929142, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 520.7834473133569 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.13397283607992
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.13397283607992", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "37.13397283607992", "offsetgroup": "37.13397283607992", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 535.6529452671354, 519.8640490979351, 514.2737848787367, 504.4113705485319, 507.3935693621301, 521.3828206857186, 533.3231430743701, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 534.8367285196655, 534.6225070431507, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 522.1232957326771 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.37508689986337
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.37508689986337", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "37.37508689986337", "offsetgroup": "37.37508689986337", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 539.2377289303588, 523.7246415750344, 518.1105008603408, 506.65596322111026, 508.24817180534694, 524.8117474621782, 537.4061619431034, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 536.258468209005, 539.4187629341387, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 524.3327434388747 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.42526162689267
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.42526162689267", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "37.42526162689267", "offsetgroup": "37.42526162689267", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 539.9837059129494, 524.528013102478, 518.9089037989551, 507.1230526263128, 508.42601064076837, 525.5252913439107, 538.2558193790055, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 536.5543256952917, 539.4207857899319, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 524.792519338316 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.527191611735795
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.527191611735795", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "37.527191611735795", "offsetgroup": "37.527191611735795", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 541.4991585527689, 526.1600627909177, 520.5308597965261, 508.0719450032435, 508.7872903302112, 526.9748561219595, 539.9818989152783, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 537.1553603372004, 539.4248952225595, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 525.7265543243741 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.54483625037337
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.54483625037337", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "37.54483625037337", "offsetgroup": "37.54483625037337", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 541.7614917047175, 526.4425795305739, 520.8116292630107, 508.092452721875, 508.84982982314966, 527.2257837241739, 540.2806927365873, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 537.2594027255267, 539.4256065878543, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 525.8882408960852 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.664474969438864
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.664474969438864", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "37.664474969438864", "offsetgroup": "37.664474969438864", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 543.5402304429942, 528.3581722237022, 522.7153746449867, 508.2315044326197, 509.27387618532504, 528.9271876193587, 540.6994960976543, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 537.9648576981986, 539.430429969869, 533.5982820664723, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 526.9845497934753 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.70655838878481
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.70655838878481", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "37.70655838878481", "offsetgroup": "37.70655838878481", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 544.1659092267065, 529.0319899578826, 523.385025037965, 508.2804164529067, 509.4230362651131, 529.5256635488669, 540.8468119298944, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 538.2130044326046, 539.4321266146474, 533.6533041475371, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 525.8207636411471, 531.3987490178113, 527.370181029098 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.82846182019187
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.82846182019187", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "37.82846182019187", "offsetgroup": "37.82846182019187", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 545.9783187665804, 530.9838440423683, 525.3248075465119, 508.4221003560378, 509.85510965263046, 531.2592743284911, 541.2735430684228, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.2065313243021, 548.3100760412526, 543.0335270594227, 538.9318133812761, 539.4370413013238, 533.8126871204328, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.0648990464036, 531.3987490178113, 528.4872426084751 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=37.87059975592636
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "37.87059975592636", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "37.87059975592636", "offsetgroup": "37.87059975592636", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 546.6048080772936, 531.658534664493, 525.9953254289094, 508.47107573873075, 510.00446295979856, 531.8585255454358, 541.4210497389378, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.3515278220538, 548.3100760412526, 543.0335270594227, 539.1802815739668, 539.4387401439974, 533.8677804790981, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.1492884839976, 531.3987490178113, 528.8733734047943 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.05367612977148
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.05367612977148", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "38.05367612977148", "offsetgroup": "38.05367612977148", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 549.3267114942241, 534.5898579581682, 528.9085194515383, 508.6838587171758, 510.65335715505313, 534.4620878203369, 542.0619208657536, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.9814930200617, 548.6608151704305, 543.0335270594227, 540.2597994701512, 539.4461210930398, 534.1071441819372, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.5159346415804, 531.3987490178113, 530.5509929841082 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.05804786206631
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.05804786206631", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "38.05804786206631", "offsetgroup": "38.05804786206631", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 549.3917085925459, 534.6598558527102, 528.9780844321108, 508.68893982184875, 510.66885228230376, 534.5242590171971, 542.0772244078933, 561.992923019737, 561.6248435345674, 560.2241802519202, 546.9965361364558, 548.6691905688824, 543.0335270594227, 540.2855775820422, 539.4462973448008, 534.1827864563309, 535.651439112494, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.5246898884438, 531.3987490178113, 530.5910533345472 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.09788889449211
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.09788889449211", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "38.09788889449211", "offsetgroup": "38.09788889449211", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 549.9840484997452, 535.2977696585223, 529.612052950716, 508.73524559777076, 510.81006446676577, 535.090845556128, 542.2166906143074, 561.992923019737, 561.6248435345674, 560.2241802519202, 547.1336289975052, 548.7455183261188, 543.0335270594227, 540.5205019832787, 539.4479035849943, 534.8721393497924, 535.80417889836, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.6044793290268, 531.3987490178113, 530.9561364670881 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.194048733917754
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.194048733917754", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "38.194048733917754", "offsetgroup": "38.194048733917754", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 551.4137130162906, 536.8374307917655, 531.1421917859363, 508.8470086647905, 511.1508925065034, 536.4583520509909, 542.5533045823078, 561.992923019737, 561.6248435345674, 560.2241802519202, 547.4645146875147, 548.9297420882225, 543.0335270594227, 541.0875127087697, 539.4517803871169, 536.5359532498544, 536.172829818994, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.7970581686592, 531.3987490178113, 531.9126815133352 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.211738224562396
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.211738224562396", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "38.211738224562396", "offsetgroup": "38.211738224562396", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 551.6767130092342, 537.1206656783368, 531.4236749578333, 508.8675685132706, 511.2135909724782, 536.7099175017222, 542.6152278308632, 561.992923019737, 561.6248435345674, 560.2241802519202, 547.5253841664243, 548.9636317508479, 543.0335270594227, 541.1918195689299, 539.543184358854, 536.8420271846214, 536.2406465608963, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.832484824968, 531.3987490178113, 532.0886468097399 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.237187361867846
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.237187361867846", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "38.237187361867846", "offsetgroup": "38.237187361867846", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 552.3259012923395, 537.5281439750748, 531.8286331352442, 508.8971471154735, 511.3037926578454, 537.0718342931991, 542.7043142430467, 561.992923019737, 561.6248435345674, 560.2241802519202, 547.6129545638767, 549.0123874044004, 543.0335270594227, 541.3418815271535, 539.6746834660771, 537.282363073765, 536.3382116977874, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.8834516876541, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.26022728649826
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.26022728649826", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "38.26022728649826", "offsetgroup": "38.26022728649826", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 552.9136323786302, 537.8970472165755, 532.1952548314545, 508.9239255778335, 511.38545515223376, 537.3994892348195, 542.7849670446591, 561.992923019737, 561.6248435345674, 560.2241802519202, 547.6922348684678, 549.0565274697266, 543.0335270594227, 541.4777374568013, 539.79373384814, 537.6810133531897, 536.4265405622809, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.9295936319111, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.290841505691326
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.290841505691326", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "38.290841505691326", "offsetgroup": "38.290841505691326", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 553.6945780019737, 538.3872261072402, 532.6824021268021, 508.95950736594654, 511.4939639057633, 537.834859591423, 542.8921341724472, 561.992923019737, 561.6248435345674, 560.2241802519202, 547.797578295644, 549.1151784270004, 543.0335270594227, 541.6582555477079, 539.9519216265272, 537.6945771135777, 536.5439072317495, 543.8476797588122, 541.5352734900434, 539.2230442506426, 526.9909045788061, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.30018021897476
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.30018021897476", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "38.30018021897476", "offsetgroup": "38.30018021897476", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 553.9328015287723, 538.5367527075641, 532.8310039542523, 508.9981091646414, 511.52706395419386, 537.967667124641, 542.9248249647065, 561.992923019737, 561.6248435345674, 560.2241802519202, 547.8297127772222, 549.1330696059432, 543.0335270594227, 541.7133216816118, 540.0001760111314, 537.698714670329, 536.5797093427974, 543.8476797588122, 541.5352734900434, 539.2230442506426, 527.0096071741777, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.688924790028935
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.688924790028935", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "38.688924790028935", "offsetgroup": "38.688924790028935", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 544.7611277729392, 539.0168833057983, 510.60499431253123, 512.9049265931336, 543.4960740867839, 544.2856514114101, 561.992923019737, 561.6248435345674, 560.2241802519202, 549.1673815628508, 549.8778294537624, 543.0335270594227, 541.8987801749169, 542.0088713715237, 537.8709496105922, 538.0700513074532, 543.8476797588122, 541.5352734900434, 539.2230442506426, 527.7881440233881, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.70346824980726
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.70346824980726", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "38.70346824980726", "offsetgroup": "38.70346824980726", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 544.9939900561681, 539.2483054123471, 510.66511005756496, 512.9564742965913, 543.7028992626933, 544.3365617678924, 561.992923019737, 561.6248435345674, 560.2241802519202, 549.2174255599354, 549.905691926187, 543.0335270594227, 541.9057184277923, 542.08401937964, 537.8773931524771, 538.1258070144979, 543.8476797588122, 541.5352734900434, 539.2230442506426, 527.8172701390833, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.72012568912313
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.72012568912313", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "38.72012568912313", "offsetgroup": "38.72012568912313", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 545.2607002758106, 539.5133661169488, 510.73396398847893, 513.069123846938, 543.9397877245325, 544.3948722515447, 561.992923019737, 561.6248435345674, 560.2241802519202, 549.2747437536298, 549.9376043769162, 543.0335270594227, 541.9136651975426, 542.1700906036807, 537.8847733020127, 538.1896671496216, 543.8476797588122, 541.5352734900434, 539.2230442506426, 527.8506299112487, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.79637418511707
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.79637418511707", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "38.79637418511707", "offsetgroup": "38.79637418511707", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 546.4815513759302, 540.7266666543075, 511.0491390028318, 513.5847708575892, 545.0241313977128, 544.6617852262739, 561.992923019737, 561.6248435345674, 560.2241802519202, 549.5371145766245, 550.0836818336865, 543.3779349916906, 541.9500410912187, 542.5640768135064, 537.9185555233748, 538.4819833432948, 543.8476797588122, 541.5352734900434, 539.2230442506426, 528.0033324008737, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.80397234301293
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.80397234301293", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "38.80397234301293", "offsetgroup": "38.80397234301293", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 547.4561626442907, 540.8475719775905, 511.0805461734608, 513.6361550502135, 545.1321861774801, 544.6883830876483, 561.992923019737, 561.6248435345674, 560.2241802519202, 549.5632598128602, 550.098238443192, 543.4122552207764, 541.953665946767, 542.6033375148753, 537.921921919638, 538.511112633861, 543.8476797588122, 541.5352734900434, 539.2230442506426, 528.0185491944922, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.9045882715515
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.9045882715515", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "38.9045882715515", "offsetgroup": "38.9045882715515", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 560.3621089373564, 542.4486181172076, 511.4964445634276, 514.3165921145581, 546.5630635227938, 545.0405958944885, 561.992923019737, 561.6248435345674, 560.2241802519202, 549.9094788907964, 550.2909992151904, 543.8051215890359, 542.0016668190586, 543.1232335182816, 537.96650023592, 538.8968469997641, 543.8476797588122, 541.5352734900434, 539.2230442506426, 528.2200522219746, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=38.91648373357578
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "38.91648373357578", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "38.91648373357578", "offsetgroup": "38.91648373357578", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 561.8879328923347, 542.6379040864329, 511.54561474528316, 514.3970377594613, 546.7322310429847, 545.1247658423881, 561.992923019737, 561.6248435345674, 560.2241802519202, 549.9504111363512, 550.3137886330925, 543.8515687771912, 542.0073417908228, 543.1846989666944, 537.9717705711058, 538.9424509967425, 543.8476797588122, 541.5352734900434, 539.2230442506426, 528.243875205532, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.21637545527792
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.21637545527792", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "39.21637545527792", "offsetgroup": "39.21637545527792", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 562.1459647819837, 547.4099167320277, 512.7852244773793, 516.4251206455427, 550.9970455396895, 547.2467406374554, 561.992923019737, 561.6248435345674, 560.2241802519202, 550.9823375606908, 550.8883235067537, 545.0225302073297, 542.1504112276788, 544.7342797322074, 538.104638877492, 540.0921550723353, 543.8476797588122, 541.5352734900434, 539.2230442506426, 528.8444668883564, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.29150257508463
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.29150257508463", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "39.29150257508463", "offsetgroup": "39.29150257508463", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 562.2106054215373, 548.6053734245629, 513.0957642559639, 516.9331841062337, 552.0654419189852, 547.7783253499343, 561.992923019737, 561.6248435345674, 560.2241802519202, 551.2408497319273, 551.0322526223748, 545.3158726148885, 542.1862521460688, 545.1224716408072, 538.1193794786747, 540.3801722117852, 543.8476797588122, 541.5352734900434, 539.2230442506426, 528.9949236033813, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.30318270980665
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.30318270980665", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "39.30318270980665", "offsetgroup": "39.30318270980665", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.8493821035935, 562.2206552062281, 548.7912330084132, 513.1440443771738, 517.0121735534996, 552.2315472306063, 547.860971684226, 561.992923019737, 561.6248435345674, 560.2241802519202, 551.2810410369459, 551.0546295145704, 545.3614790330339, 542.19182439157, 545.1828244641567, 538.1473253426336, 540.424950701892, 543.8476797588122, 541.5352734900434, 539.2230442506426, 529.0183153520047, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.5702239851003
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.5702239851003", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "39.5702239851003", "offsetgroup": "39.5702239851003", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.9306603537044, 562.4504220183535, 553.0405145002936, 514.2478659893427, 518.8180981626434, 556.029189578407, 549.7505031864612, 561.992923019737, 561.6248435345674, 560.2241802519202, 552.1999291836436, 551.5662292496093, 546.4041721485659, 542.3192218557505, 546.5626625652034, 538.7862476948478, 541.4487150152717, 543.8476797588122, 541.5352734900434, 539.2230442506426, 529.553117606638, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.69066832659008
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.69066832659008", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "39.69066832659008", "offsetgroup": "39.69066832659008", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.9673195005022, 562.5540543589054, 554.9570793104768, 528.8901614707507, 519.6326291750846, 557.742050376018, 550.6027436397793, 561.992923019737, 561.6248435345674, 560.2241802519202, 552.614377765085, 551.7969774480866, 546.8744608166306, 542.3766822751699, 547.1850146389055, 539.0744225542994, 541.9104661750133, 543.8476797588122, 541.5352734900434, 539.2230442506426, 529.7943308996606, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.75846030900367
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.75846030900367", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "39.75846030900367", "offsetgroup": "39.75846030900367", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 563.9879530662162, 562.6123837226703, 556.0358159808704, 537.1315634784526, 520.0910871764131, 557.742050376018, 551.0824263638399, 561.992923019737, 561.6248435345674, 560.2241802519202, 552.8476497527673, 551.9268538509102, 547.1391623436631, 542.4090238172846, 547.5353049083662, 539.2366214983291, 542.1703623736514, 543.8476797588122, 541.5352734900434, 539.2230442506426, 529.9300975709401, 531.3987490178113, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.93746190323393
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.93746190323393", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "39.93746190323393", "offsetgroup": "39.93746190323393", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.0424350421958, 562.7663997099983, 558.8841702682117, 558.8926043205834, 521.3016243255521, 557.742050376018, 552.3490064117237, 561.992923019737, 561.6248435345674, 560.2241802519202, 553.4635936475728, 552.269786485871, 547.8380944835276, 542.494420163464, 548.460230164192, 539.6649003084491, 542.8566062661338, 543.8476797588122, 541.5352734900434, 539.2230442506426, 530.288583187338, 532.7776958526599, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=39.99991112626061
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "39.99991112626061", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "39.99991112626061", "offsetgroup": "39.99991112626061", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.0614424543002, 562.8201320735768, 559.8778905359785, 558.9875453113002, 521.7239507564074, 557.742050376018, 552.790884821978, 561.992923019737, 561.6248435345674, 560.2241802519202, 553.6784812178429, 552.3894271890496, 548.0819345971903, 542.5242128336979, 548.782913679009, 539.8143161784351, 543.0960197645254, 543.8476797588122, 541.5352734900434, 539.2230442506426, 530.4136499405507, 533.258776251981, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.079081432670144
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.079081432670144", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "40.079081432670144", "offsetgroup": "40.079081432670144", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.0855391934977, 562.8882515389992, 561.1376842415118, 559.1079072143245, 522.2593571444319, 557.742050376018, 553.351078327038, 561.992923019737, 561.6248435345674, 560.2241802519202, 553.9509059808319, 552.5411022727516, 548.3910640879666, 542.9343368965236, 549.1919972753005, 540.003738874762, 543.3995373922489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 530.5722039255901, 533.8686682694621, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.11727135214596
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.11727135214596", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "40.11727135214596", "offsetgroup": "40.11727135214596", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.0971629015685, 562.9211107891043, 561.7453795044503, 559.1659670045782, 522.517624767393, 557.742050376018, 553.6213026803257, 561.992923019737, 561.6248435345674, 560.2241802519202, 554.0823173676712, 552.6142668150625, 548.5401809841331, 543.132171231702, 549.2357231825478, 540.0951119898564, 543.5459472558447, 543.8476797588122, 541.5352734900434, 539.2230442506426, 530.6486866903517, 534.1628660323969, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.2457071697066
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.2457071697066", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "40.2457071697066", "offsetgroup": "40.2457071697066", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.1362543809341, 563.0316191303007, 561.8566696723354, 559.3612268200211, 523.3861998720213, 557.742050376018, 554.5300892453588, 561.992923019737, 561.6248435345674, 560.2241802519202, 554.52426459189, 552.8603251450389, 549.0416732819472, 543.7975042548918, 549.3827769790196, 540.4024072369082, 544.0383355820827, 543.8476797588122, 541.5352734900434, 539.2230442506426, 530.9059044733764, 535.1522771315998, 532.3418007913417 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.44714002248111
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.44714002248111", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "40.44714002248111", "offsetgroup": "40.44714002248111", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.1975636664382, 563.204935350381, 562.0312120735801, 559.6674633699487, 524.748433277758, 557.7420503760181, 555.9553884635563, 561.992923019737, 561.6248435345674, 560.2241802519202, 555.2173943732935, 553.246231758143, 549.8281908290903, 544.8409820903711, 549.6134094170517, 540.8843550255651, 544.810574877248, 543.8476797588122, 541.5352734900434, 539.2230442506426, 531.3093130614403, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.50753566627801
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.50753566627801", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "40.50753566627801", "offsetgroup": "40.50753566627801", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.2159460391135, 563.204935350381, 562.0835451490832, 559.7592823226778, 525.1568719331605, 557.7420503760181, 556.3827361513868, 561.992923019737, 561.6248435345674, 560.2241802519202, 555.4252155842134, 553.3619381983929, 550.064012508439, 545.1538482132181, 549.6825599770698, 541.0288575065235, 545.0421155060696, 543.8476797588122, 541.5352734900434, 539.2230442506426, 531.4302671215837, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.777990024016965
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.777990024016965", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "40.777990024016965", "offsetgroup": "40.777990024016965", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.2982631150327, 563.204935350381, 562.31789497026, 560.1704516442957, 526.9858782534527, 557.7420503760181, 558.2964179532079, 561.992923019737, 561.6248435345674, 560.2241802519202, 556.3558481363377, 553.8800767431073, 551.1200323936418, 546.5548765158123, 549.9922192359373, 541.6759459920887, 546.0789646581218, 543.8476797588122, 541.5352734900434, 539.2230442506426, 531.9719047397202, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.79919610418443
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.79919610418443", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "40.79919610418443", "offsetgroup": "40.79919610418443", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.3047175220746, 563.204935350381, 562.3362701265587, 560.2026910567774, 527.1292889752439, 557.7420503760181, 558.4464680024794, 561.992923019737, 561.6248435345674, 560.2241802519202, 556.428818188186, 553.8800767431073, 551.2028339522163, 546.6647298705525, 550.016499336739, 541.7266836116081, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 532.0143740526495, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.81178048525122
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.81178048525122", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "40.81178048525122", "offsetgroup": "40.81178048525122", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.3085477781678, 563.204935350381, 562.3471745448763, 560.2218229778507, 527.214393584763, 557.7420503760181, 558.5355126059238, 561.992923019737, 561.6248435345674, 560.2241802519202, 556.4721210018918, 553.8800767431073, 551.2519711033445, 546.729920441681, 550.0309079421208, 541.7567929733295, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 532.0395767310006, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.85321844893519
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.85321844893519", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "40.85321844893519", "offsetgroup": "40.85321844893519", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.3211600800402, 563.204935350381, 562.3830807120406, 560.2848207404293, 527.4946268119576, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 556.6147088981285, 553.8800767431073, 551.2567141433332, 546.9445805433279, 550.0783527281121, 541.8559373516613, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 532.1225643379959, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=40.88554303114959
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "40.88554303114959", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "40.88554303114959", "offsetgroup": "40.88554303114959", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.3309985796319, 563.204935350381, 562.4110900964147, 560.333963511327, 527.7132288180971, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 556.7259376788146, 553.8800767431073, 551.260414054536, 547.1120308108352, 550.1153630623342, 541.9332770740696, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 532.18730062054, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.136482401465926
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.136482401465926", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "41.136482401465926", "offsetgroup": "41.136482401465926", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.4073759594239, 563.204935350381, 562.6285301001607, 560.333963511327, 529.4102607984868, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 557.5894192236427, 553.8800767431073, 551.2891368816806, 548.4119660863753, 550.4026784529327, 542.5336740447976, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 532.6898556689079, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.311691911561276
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.311691911561276", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "41.311691911561276", "offsetgroup": "41.311691911561276", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.4607037544163, 563.204935350381, 562.7803498663594, 560.333963511327, 530.5951531552555, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.1923145694587, 553.8800767431073, 551.3091915764311, 549.3195997609791, 550.6032862282937, 542.9528799229801, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 533.0407468969743, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.33848577095818
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.33848577095818", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "41.33848577095818", "offsetgroup": "41.33848577095818", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.4688588907453, 563.204935350381, 562.8035668565044, 560.333963511327, 530.7763524474084, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.2845121511886, 553.8800767431073, 551.312258434338, 549.4583993560925, 550.6032862282937, 543.0169868504652, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 533.0944068280094, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.46123136424681
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.46123136424681", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "41.46123136424681", "offsetgroup": "41.46123136424681", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.5062184600492, 563.204935350381, 562.9099264214894, 560.333963511327, 531.6064461748298, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.7068793324726, 553.8800767431075, 553.4157357103603, 550.0942554452818, 550.6032862282937, 543.3106676797738, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 533.340228826743, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.49396971475139
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.49396971475139", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "41.49396971475139", "offsetgroup": "41.49396971475139", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.5161828965865, 563.204935350381, 562.9382943378008, 560.333963511327, 531.8278463788769, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 553.8800767431075, 553.9767691006093, 550.2638491468609, 550.6032862282937, 543.3889973832588, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 533.4057937610161, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.50705054972993
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.50705054972993", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "41.50705054972993", "offsetgroup": "41.50705054972993", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.5201642563067, 563.204935350381, 562.9496289354893, 560.333963511327, 531.9163083657736, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 553.8800767431075, 554.2009338823467, 550.3316114864281, 550.6032862282937, 543.4202945594883, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 533.4319906851856, 535.1522771315998, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.63094728212825
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.63094728212825", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "41.63094728212825", "offsetgroup": "41.63094728212825", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.5578741930673, 563.204935350381, 563.0569859672809, 560.333963511327, 532.7541869213811, 557.7420503760181, 558.8287194807159, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 553.8800767431075, 554.2009338823467, 550.9734307942779, 550.6032862282937, 543.7167296016313, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 533.6801180645783, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.700816040923726
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.700816040923726", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "41.700816040923726", "offsetgroup": "41.700816040923726", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.5791398586318, 563.204935350381, 563.1175275361669, 560.333963511327, 533.2266895739405, 557.7420503760181, 559.1639468065816, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 553.8800767431075, 554.2009338823467, 551.3353702703431, 550.6032862282937, 543.8838974361423, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 533.8200438857502, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.83473160042925
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.83473160042925", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "41.83473160042925", "offsetgroup": "41.83473160042925", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.6198991844224, 563.204935350381, 563.2335659231438, 560.333963511327, 534.1323226233346, 557.7420503760181, 559.8064679516366, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 553.8800767431075, 554.2009338823467, 552.0290898709201, 550.6032862282937, 544.2043035013967, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 534.0882359211398, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.90296077026431
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.90296077026431", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "41.90296077026431", "offsetgroup": "41.90296077026431", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.6406658150664, 563.204935350381, 563.2926867814047, 560.333963511327, 534.5937371995311, 557.856774590383, 560.1338285995736, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 553.8800767431075, 554.2009338823467, 552.3825358231339, 550.6032862282937, 544.3675484590636, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 534.2248781455279, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=41.93283958287484
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "41.93283958287484", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "41.93283958287484", "offsetgroup": "41.93283958287484", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.6497599058646, 563.204935350381, 563.3185768962868, 560.333963511327, 534.7957991576536, 557.907014441039, 560.4301281499537, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 553.8800767431075, 554.2009338823467, 552.5373163283002, 550.6032862282937, 544.439036438641, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 534.2847162972604, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.14680390729975
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.14680390729975", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "42.14680390729975", "offsetgroup": "42.14680390729975", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.7148833436413, 563.204935350381, 563.5039778696208, 560.333963511327, 536.2427793614924, 558.2667856222082, 562.5519505245863, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 554.6003052344107, 554.2009338823467, 553.6457106495118, 550.6032862282937, 544.9509669980691, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 534.7132216022463, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.22412721160745
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.22412721160745", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "42.22412721160745", "offsetgroup": "42.22412721160745", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.738417918437, 563.204935350381, 563.5709788330691, 560.333963511327, 536.7656949967478, 558.396801205869, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 554.860584357829, 554.6555642283154, 554.0462667311031, 550.6032862282937, 545.1359705613382, 546.1602630569489, 543.8476797588122, 541.5352734900434, 539.2230442506426, 534.8680766052191, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.2639939367465
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.2639939367465", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "42.2639939367465", "offsetgroup": "42.2639939367465", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.7505519889226, 563.204935350381, 563.6055235155263, 560.333963511327, 537.0353023821058, 558.4638352725583, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 554.9947803336174, 554.8899647522567, 554.2527873829368, 550.6032862282937, 545.2313555978758, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 534.9479175004731, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.41688837159459
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.41688837159459", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "42.41688837159459", "offsetgroup": "42.41688837159459", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.7970878366206, 563.204935350381, 563.7380071765963, 560.333963511327, 538.0692841970506, 558.7209202401917, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 555.509440562304, 555.7889233577381, 555.0448228018598, 550.6032862282937, 545.5971704774153, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 535.2541184365932, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.46518071355044
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.46518071355044", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "42.46518071355044", "offsetgroup": "42.46518071355044", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.8117863772998, 563.204935350381, 563.7798526909232, 560.333963511327, 538.3958716456589, 558.802121594453, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 555.5547338202116, 556.0728631651169, 555.2949904768951, 550.6032862282937, 545.7127146257212, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 535.3508332733956, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.479485028495645
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.479485028495645", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "42.479485028495645", "offsetgroup": "42.479485028495645", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 564.8161401225644, 563.204935350381, 563.7922474390704, 560.333963511327, 538.4926076814949, 558.8261736428376, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 555.5681497988071, 556.15696686077, 555.3098579007523, 550.6032862282937, 545.7469390973561, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 535.3794804549044, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.52990511682548
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.52990511682548", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "42.52990511682548", "offsetgroup": "42.52990511682548", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 565.0375257522588, 563.204935350381, 563.8359366544433, 560.333963511327, 538.8335844769731, 558.9109527048697, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 555.615438664328, 556.4534169724975, 555.3622628447839, 550.6032862282937, 545.8675740868315, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 535.4804565189528, 535.1522771315999, 532.3418007913416 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.574140822722775
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.574140822722775", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "42.574140822722775", "offsetgroup": "42.574140822722775", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 565.2317568599274, 563.204935350381, 563.8742670768235, 560.333963511327, 539.1327380433831, 558.9853330119761, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 555.656927214164, 556.7135053696026, 555.4082399497145, 550.6032862282937, 545.9734123368648, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 535.5690471505814, 535.1522771315999, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.77078719357291
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.77078719357291", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "42.77078719357291", "offsetgroup": "42.77078719357291", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 566.0951960580697, 563.204935350381, 564.0446619716555, 560.333963511327, 540.4626018257761, 559.3159848498633, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 555.8413613176012, 557.869707997174, 555.6126275737704, 550.6032862282935, 546.4439079996787, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 535.9628698747293, 535.1522771315999, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=42.77109897478207
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "42.77109897478207", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "42.77109897478207", "offsetgroup": "42.77109897478207", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 566.0965650338412, 563.204935350381, 564.0449321313647, 560.333963511327, 540.4647103139029, 559.316509095642, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 555.8416537363605, 557.8715411469632, 555.612951628673, 550.6032862282935, 546.4446539666957, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 535.9634942774305, 535.1522771315999, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.060226041834014
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.060226041834014", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "43.060226041834014", "offsetgroup": "43.060226041834014", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 567.3660705012309, 563.204935350381, 564.2954619325018, 560.333963511327, 542.4199948854902, 559.8026629752706, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 556.1128252365544, 557.8715411469632, 555.9134605779586, 550.6032862282935, 547.136418734395, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.5425276390891, 535.1522771315999, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.1222213657023
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.1222213657023", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "43.1222213657023", "offsetgroup": "43.1222213657023", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 567.6382809290053, 563.204935350381, 564.3491811374124, 560.333963511327, 542.8392517247278, 559.9069052640494, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 556.17097048442, 557.8715411469632, 555.9134605779586, 550.6032862282935, 547.2847486062795, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.6666853706796, 535.1522771315999, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.138390473686016
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.138390473686016", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "43.138390473686016", "offsetgroup": "43.138390473686016", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 567.6620210470044, 563.204935350381, 564.3631917364512, 560.333963511327, 542.9485988284052, 559.9340928762524, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 556.1861354474013, 557.8715411469632, 555.9134605779586, 550.6032862282935, 547.323434777527, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.6990671640768, 535.1522771315999, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.24421031420755
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.24421031420755", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "43.24421031420755", "offsetgroup": "43.24421031420755", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 567.8173898838722, 563.204935350381, 564.4548850665587, 560.333963511327, 543.6642284775048, 560.1120240763154, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 556.2853835918145, 557.8715411469632, 555.9134605779586, 550.6032862282935, 547.5766190889883, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406099, 535.4636319135705, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.27692227013378
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.27692227013378", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "43.27692227013378", "offsetgroup": "43.27692227013378", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 567.8654188595245, 563.204935350381, 564.4832301118586, 560.333963511327, 543.8854501824845, 560.1670277272912, 563.3187433887781, 561.992923019737, 561.6248435345674, 560.2241802519202, 558.8195318884792, 556.3160640474814, 557.8715411469632, 555.9134605779586, 550.6032862282935, 547.6548856408647, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406099, 535.5598806307775, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.362871627306525
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.362871627306525", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "43.362871627306525", "offsetgroup": "43.362871627306525", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 567.9916130740278, 563.204935350381, 564.5577055858429, 560.333963511327, 544.4667013732889, 560.3115476225302, 563.3187433887781, 561.9929230197371, 561.6248435345674, 560.2241802519202, 558.8195318884792, 556.3966757188924, 557.8715411469632, 555.9134605779586, 550.6032862282935, 547.8605278787387, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406099, 535.8127702895705, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.54022872965482
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.54022872965482", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "43.54022872965482", "offsetgroup": "43.54022872965482", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 568.2520157222108, 563.204935350381, 564.7113862496237, 560.333963511327, 545.6661172889934, 560.6097654416553, 563.3187433887781, 561.9929230197372, 561.6248435345674, 560.2241802519202, 558.8195318884791, 556.5630184691726, 557.8715411469632, 555.9134605779586, 550.6032862282935, 548.2848720812956, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 536.3346098771226, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.549433968320535
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.549433968320535", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "43.549433968320535", "offsetgroup": "43.549433968320535", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 568.2655312143675, 563.204935350381, 564.7193626270548, 560.333963511327, 545.728369714283, 560.6252436275473, 563.3187433887781, 561.9929230197372, 561.6248435345674, 560.2241802519202, 558.8195318884791, 556.571652037811, 557.8715411469632, 555.9134605779586, 550.6032862282935, 548.3068965145392, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 536.3616945435106, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.69050794432827
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.69050794432827", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "43.69050794432827", "offsetgroup": "43.69050794432827", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 568.472661554544, 563.204935350381, 564.8416038115805, 560.333963511327, 546.682413109642, 560.8624530367185, 563.3187433887781, 562.4218062843642, 561.6248435345674, 560.2241802519202, 558.8195318884791, 556.7039649412773, 557.8715411469632, 555.9134605779586, 550.6032862282935, 548.6444297909511, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 536.7767779231975, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=43.884362898890004
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "43.884362898890004", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "43.884362898890004", "offsetgroup": "43.884362898890004", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 568.7572869958874, 563.204935350381, 565.0095799326368, 560.333963511327, 547.9933993332604, 561.1884112363653, 563.3187433887781, 563.0111505995197, 561.6248435345674, 560.2241802519202, 558.8195318884791, 556.8857809828695, 557.8715411469632, 555.9134605779586, 550.6032862282935, 549.1082467174572, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 537.3471593073879, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.01463732532422
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.01463732532422", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "44.01463732532422", "offsetgroup": "44.01463732532422", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 568.9485610141525, 563.204935350381, 565.1224632627263, 560.333963511327, 548.8744084296294, 561.4074616991019, 563.3187433887781, 563.0116362915064, 561.6248435345674, 560.2241802519202, 558.8195318884791, 557.007965017776, 557.8715411469632, 555.9134605779586, 550.6032862282935, 549.4199410159479, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 537.7304670636543, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.108610402454936
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.108610402454936", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "44.108610402454936", "offsetgroup": "44.108610402454936", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 569.0865359687426, 563.204935350381, 565.2038913232876, 560.333963511327, 549.5099217689088, 561.5654731108093, 563.3187433887781, 563.0119866440028, 561.6248435345674, 560.2241802519202, 558.8195318884791, 557.0961021146006, 557.8715411469632, 555.9134605779586, 550.6032862282935, 549.6447807880735, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 538.006964994448, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.11692579762013
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.11692579762013", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "44.11692579762013", "offsetgroup": "44.11692579762013", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 569.0987449577993, 563.204935350381, 565.2110966476398, 560.333963511327, 549.5661564343068, 561.5794550657381, 563.3187433887781, 563.0120176456423, 561.6248435345674, 560.2241802519202, 558.8195318884791, 557.1039011014082, 557.8715411469632, 555.9134605779586, 550.6032862282935, 549.6646761837673, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 538.0177587375755, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.12831968551308
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.12831968551308", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "44.12831968551308", "offsetgroup": "44.12831968551308", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 569.1154739105232, 563.204935350381, 565.2209694986915, 560.333963511327, 549.6432100752359, 561.5986133647507, 563.3187433887781, 563.0120601245861, 561.6248435345674, 560.2241802519202, 558.8195318884791, 557.1039011014082, 557.8715411469632, 555.9134605779586, 550.6032862282935, 549.6919371742093, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 538.0325484976164, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.22456435168797
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.22456435168797", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "44.22456435168797", "offsetgroup": "44.22456435168797", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 569.2567841011702, 563.204935350381, 565.3043659005682, 560.333963511327, 550.2940855286762, 561.7604443490703, 563.3187433887781, 563.012418946071, 561.6248435345674, 560.2241802519202, 558.8195318884791, 557.1039011014082, 557.8715411469632, 555.9134605779586, 550.6032862282935, 549.9222119451522, 546.160263056949, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 538.1574782434, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.29423031503364
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.29423031503364", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "44.29423031503364", "offsetgroup": "44.29423031503364", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 569.3590703987204, 563.204935350381, 565.3647317463569, 560.333963511327, 550.7652167329716, 561.8775844657114, 563.3187433887781, 563.0126786762503, 561.6248435345674, 560.2241802519202, 558.8195318884791, 557.1039011014082, 557.8715411469632, 555.9134605779586, 550.6032862282935, 550.088894571728, 546.7042909996592, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 538.2479076815854, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.29502173658242
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.29502173658242", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "44.29502173658242", "offsetgroup": "44.29502173658242", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 569.3602323948537, 563.204935350381, 565.365417516407, 560.333963511327, 550.7705688930434, 561.8789152046847, 563.3187433887781, 563.0126816268455, 561.6248435345674, 560.2241802519202, 558.8195318884791, 557.1039011014082, 557.8715411469632, 555.9134605779586, 550.6032862282935, 550.0907881251384, 546.7042909996592, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 538.2489349810381, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=44.795150046331486
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "44.795150046331486", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "44.795150046331486", "offsetgroup": "44.795150046331486", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 570.0945403789468, 563.204935350381, 565.7987807682882, 560.333963511327, 554.1527951848859, 562.7198579796926, 563.3187433887781, 563.014546216228, 561.6248435345674, 560.2241802519202, 558.8195318884792, 557.1039011014083, 557.8715411469632, 555.9134605779586, 550.6032862282935, 551.2873939896153, 546.7042909996592, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 538.8981231914535, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=45.003988815437644
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "45.003988815437644", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "45.003988815437644", "offsetgroup": "45.003988815437644", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 570.4011656440108, 563.204935350381, 565.9797404267089, 560.333963511327, 555.5651127079258, 563.0710107750813, 563.3187433887781, 563.015324813528, 561.6248435345674, 560.2241802519202, 558.8195318884792, 557.1039011014083, 557.8715411469632, 555.9134605779586, 550.6032862282935, 551.3401234807328, 546.7042909996592, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1692049601487, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=45.007856590396585
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "45.007856590396585", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "45.007856590396585", "offsetgroup": "45.007856590396585", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 570.4068444627812, 563.204935350381, 565.9797404267089, 560.333963511327, 555.5912693759288, 563.0775142609742, 563.3187433887781, 563.0153392334518, 561.6248435345674, 560.2241802519202, 558.8195318884792, 557.1039011014083, 557.8715411469632, 555.9134605779586, 550.6032862282935, 551.3411000513486, 546.7042909996592, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1742254995881, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=45.121995478221244
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "45.121995478221244", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "45.121995478221244", "offsetgroup": "45.121995478221244", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 570.574427650918, 563.204935350381, 565.9797404267089, 560.333963511327, 556.3631583888023, 563.269433556868, 563.3187433887781, 563.0157647685679, 561.6248435345674, 560.2241802519202, 558.8195318884792, 557.1039011014083, 557.8715411469632, 555.9134605779586, 550.6032862282935, 551.369918864529, 546.7042909996592, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1758112434889, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=45.250958178628906
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "45.250958178628906", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "45.250958178628906", "offsetgroup": "45.250958178628906", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 570.7637757416251, 563.204935350381, 565.9797404267089, 560.333963511327, 557.2352966530901, 563.4862784125567, 563.3187433887781, 563.0162455701487, 561.6248435345674, 560.2241802519202, 558.8195318884792, 557.1039011014083, 557.8715411469632, 555.9134605779586, 550.6032862282935, 551.4024805272641, 546.7042909996592, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1776029362195, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=45.3393497791437
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "45.3393497791437", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "45.3393497791437", "offsetgroup": "45.3393497791437", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 570.893555753513, 563.204935350381, 565.9797404267089, 560.333963511327, 557.8330640448005, 563.6349048277691, 563.3187433887781, 563.016575113661, 561.6248435345674, 560.2241802519202, 558.8195318884792, 557.1039011014083, 557.8715411469632, 555.9134605779586, 550.6032862282935, 551.4247984337244, 546.8848509821821, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1788309702758, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=45.36328446516111
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "45.36328446516111", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "45.36328446516111", "offsetgroup": "45.36328446516111", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 570.9286975975094, 563.204935350381, 565.9797404267089, 560.333963511327, 557.9949275561376, 563.6751499026551, 563.3187433887781, 563.0166643474847, 561.6248435345674, 560.2241802519202, 558.8293499693278, 557.1039011014083, 557.8715411469632, 555.9134605779586, 550.6032862282935, 551.4308416785642, 546.9337430314699, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1791634974547, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=45.9148773821524
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "45.9148773821524", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "45.9148773821524", "offsetgroup": "45.9148773821524", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 571.7385679348217, 563.204935350381, 565.9797404267089, 560.333963511327, 561.7251944294088, 564.6026280502571, 563.3187433887781, 563.0187208083498, 561.6248435345674, 560.2241802519202, 559.0556150580198, 557.1039011014083, 557.8715411469632, 556.1256982684858, 550.6032862282935, 551.5701128203233, 548.0604972351688, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1868268374477, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.10862607282206
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.10862607282206", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "46.10862607282206", "offsetgroup": "46.10862607282206", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.0230373553545, 563.204935350381, 565.9797404267089, 560.333963511327, 563.0354620203832, 564.9284075720515, 563.3187433887781, 563.0194431464869, 561.6248435345674, 560.2241802519202, 559.13509135898, 558.7181613102006, 557.8715411469632, 556.2002474031533, 550.6032862282935, 551.6190322326881, 548.4562730780929, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1895186089408, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.175475331181204
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.175475331181204", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "46.175475331181204", "offsetgroup": "46.175475331181204", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.1211880562585, 563.204935350381, 565.9797404267089, 560.333963511327, 563.4875446455917, 565.0408115286681, 563.3187433887781, 563.0196923753646, 561.6248435345674, 560.2241802519202, 559.1625131276535, 559.2751307399471, 557.8715411469632, 556.2259691478868, 550.6032862282935, 551.6359109348082, 548.5928279187191, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.19044735291, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.202766220740195
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.202766220740195", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "46.202766220740195", "offsetgroup": "46.202766220740195", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.1612576098221, 563.204935350381, 565.9797404267089, 560.333963511327, 563.6721052121402, 565.0866999056122, 563.3187433887781, 563.0197941218603, 561.6248435345674, 560.2241802519202, 559.1737079333813, 559.2826129956981, 557.8715411469632, 556.2364699269831, 550.6032862282935, 551.6428015841103, 548.6485757783926, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1908265081873, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.24326639374972
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.24326639374972", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "46.24326639374972", "offsetgroup": "46.24326639374972", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.2207215510115, 563.204935350381, 565.9797404267089, 560.333963511327, 563.9459964262683, 565.1547990857927, 563.3187433887781, 563.0199451154975, 561.6248435345674, 560.2241802519202, 559.1903212272721, 559.2937167983703, 557.8715411469632, 556.2520532728179, 550.6032862282935, 551.6442924469533, 548.7313066090165, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1913891814668, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.296312210030116
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.296312210030116", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "46.296312210030116", "offsetgroup": "46.296312210030116", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.2986054973071, 563.204935350381, 565.9797404267089, 560.333963511327, 564.304730277159, 565.2439931887375, 563.3187433887781, 563.0201428820784, 561.6248435345674, 560.2241802519202, 559.2120807821099, 559.308260199862, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.64624513087, 548.8396647743255, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1921261527237, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.36238144501525
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.36238144501525", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "46.36238144501525", "offsetgroup": "46.36238144501525", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.3956109373248, 563.204935350381, 565.9797404267089, 560.333963511327, 564.7515378249277, 565.355085571888, 563.3187433887781, 563.0203892028559, 561.6248435345674, 560.2241802519202, 559.2391825828278, 559.3263741903334, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6486772233818, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1930440597439, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.48571170034651
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.48571170034651", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "46.48571170034651", "offsetgroup": "46.48571170034651", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.5766892514387, 563.204935350381, 565.9797404267089, 560.333963511327, 565.5855854563652, 565.562459729957, 563.3187433887781, 563.0208490054308, 561.6248435345674, 560.2241802519202, 559.2897730278848, 559.3601872512896, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6532171668294, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1947575003065, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.54866447289529
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.54866447289529", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "46.54866447289529", "offsetgroup": "46.54866447289529", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 566.0113172502035, 565.6683119247032, 563.3187433887781, 563.0210837073444, 561.6248435345674, 560.2241802519202, 559.3155964462527, 559.3774468112399, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.655534538398, 548.9746262394958, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1956321099773, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.564680245777616
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.564680245777616", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "46.564680245777616", "offsetgroup": "46.564680245777616", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 566.1196273919629, 565.695241710978, 563.3187433887781, 563.0211434177016, 561.6248435345674, 560.2241802519202, 559.3221661648985, 559.3818378043768, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6561240993534, 548.9746262394958, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1958546188404, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.659760523543746
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.659760523543746", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "46.659760523543746", "offsetgroup": "46.659760523543746", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 566.7626284159554, 565.695241710978, 563.3187433887781, 563.0214978980879, 561.6248435345674, 560.2241802519202, 559.3611683834167, 559.4079056594965, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.659624125222, 548.9746262394958, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1971755794124, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.69187486266235
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.69187486266235", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "46.69187486266235", "offsetgroup": "46.69187486266235", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 566.979808607508, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.3743417827936, 559.4167103449589, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6608062948612, 548.9746262394958, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1976217473956, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.706920769563055
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.706920769563055", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "46.706920769563055", "offsetgroup": "46.706920769563055", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.0815598199712, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.3805136594701, 559.420835433047, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6613601538171, 548.9746262394958, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.1978307818058, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=46.92059468036083
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "46.92059468036083", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "46.92059468036083", "offsetgroup": "46.92059468036083", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.1164603939238, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.4681633462021, 559.4794177245633, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6692257620465, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2007993765351, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.07770347974001
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.07770347974001", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "47.07770347974001", "offsetgroup": "47.07770347974001", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.1421218668238, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.5326098525491, 559.5224917407154, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.675009136632, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2029821060597, 535.7693834748798 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.593982027701074
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.593982027701074", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "47.593982027701074", "offsetgroup": "47.593982027701074", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2264485755737, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.7443888798821, 559.6640381760631, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6940140061563, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2101548197082, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.60151878277625
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.60151878277625", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "47.60151878277625", "offsetgroup": "47.60151878277625", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2276795966043, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.7474804796888, 559.6661045040544, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6942914436896, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2102595286608, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.6088277963454
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.6088277963454", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "47.6088277963454", "offsetgroup": "47.6088277963454", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2288734193205, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.7504786592384, 559.6681083928867, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.6945604977686, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.210361073576, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.708656045739914
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.708656045739914", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "47.708656045739914", "offsetgroup": "47.708656045739914", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.7914285101292, 559.6954779841753, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.7407966447086, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2117479982309, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.71087538922627
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.71087538922627", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "47.71087538922627", "offsetgroup": "47.71087538922627", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.7923388915633, 559.6960864544683, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.741824549056, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2117788318097, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.94751030975122
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.94751030975122", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "47.94751030975122", "offsetgroup": "47.94751030975122", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.8894072541743, 559.7609638924547, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.8514236557504, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2150664263279, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=47.99123597938316
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "47.99123597938316", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "47.99123597938316", "offsetgroup": "47.99123597938316", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.9073436565693, 559.7729520192015, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.8716755032826, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2156739117805, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=48.16582265504936
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "48.16582265504936", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "48.16582265504936", "offsetgroup": "48.16582265504936", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 559.9789596408164, 559.8208178886964, 557.8715411469632, 556.2724638350145, 550.6032862282935, 551.9525365344919, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2180994633288, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=48.31661977281291
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "48.31661977281291", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "48.31661977281291", "offsetgroup": "48.31661977281291", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.040817076208, 559.8621614513225, 557.8715411469632, 556.2724638350145, 550.6032862282935, 552.0223792667578, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.220194503979, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=48.317102814015996
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "48.317102814015996", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "48.317102814015996", "offsetgroup": "48.317102814015996", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.0410152211756, 559.8622938851815, 557.8716149489288, 556.2724638350145, 550.6032862282935, 552.0226029906453, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406098, 539.2202012149226, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=48.468647031564394
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "48.468647031564394", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "48.468647031564394", "offsetgroup": "48.468647031564394", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274744, 561.6248435345674, 560.2241802519202, 560.1031791191665, 559.9038422777619, 557.8947687938955, 556.2724638350145, 550.6032862282935, 552.0927917473646, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406097, 539.2890817085892, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=48.48044709718775
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "48.48044709718775", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "48.48044709718775", "offsetgroup": "48.48044709718775", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274744, 561.6248435345674, 560.2241802519202, 560.1080195418997, 559.9070774639466, 557.8965716795117, 556.2724638350145, 550.6032862282935, 552.0982570297007, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406097, 539.2944451223742, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=48.73569665784232
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "48.73569665784232", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "48.73569665784232", "offsetgroup": "48.73569665784232", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274744, 561.6248435345674, 560.2241802519202, 560.2127236863893, 559.9770584181765, 557.9355702559723, 556.2724638350145, 550.6032862282935, 552.2164776362359, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406097, 539.410462190069, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.06669510663274
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.06669510663274", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "49.06669510663274", "offsetgroup": "49.06669510663274", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274744, 561.6248435345674, 560.2241802519202, 560.348500254698, 560.0678072023685, 557.9861422071262, 556.2724638350145, 550.6032862282935, 552.3697818663309, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406097, 539.5609089502583, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.330592191903854
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.330592191903854", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "49.330592191903854", "offsetgroup": "49.330592191903854", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4567516400315, 560.1401590207159, 558.0264620048617, 556.2724638350145, 550.6032862282935, 552.492007633943, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 536.9109920406097, 539.6808565259871, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.39106615383736
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.39106615383736", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "49.39106615383736", "offsetgroup": "49.39106615383736", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4815582427614, 560.1567389731018, 558.0357015836579, 556.2724638350145, 550.6032862282935, 552.5200165693591, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 537.1250856924548, 539.7083433969436, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.47362653799953
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.47362653799953", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "49.47362653799953", "offsetgroup": "49.47362653799953", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4815582427614, 560.1793742891057, 558.0483156600391, 556.2724638350145, 550.6032862282935, 552.5582549846042, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 537.4173710592123, 539.7458690782952, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.48684060432931
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.48684060432931", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "49.48684060432931", "offsetgroup": "49.48684060432931", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4815582427614, 560.1829971473337, 558.0503345852619, 556.2724638350145, 550.6032862282935, 552.5643751711866, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 537.4641523122643, 539.7518751894281, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.548370526927386
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.548370526927386", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "49.548370526927386", "offsetgroup": "49.548370526927386", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4815582427614, 560.1998666090717, 558.0597355001347, 556.2724638350145, 550.6032862282935, 552.5928731821174, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 537.4641523122643, 539.7798420199175, 535.7693834748799 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.68323133044724
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.68323133044724", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "49.68323133044724", "offsetgroup": "49.68323133044724", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4815582427614, 560.2368409634812, 558.0803403518889, 556.2724638350145, 550.6032862282935, 552.6553348997755, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 537.4641523122643, 539.841139500435, 535.911763665239 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.71196176709573
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.71196176709573", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "49.71196176709573", "offsetgroup": "49.71196176709573", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4815582427614, 560.2368409634812, 558.0847299623059, 556.2724638350145, 550.6032862282935, 552.6686416010207, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 537.4641523122643, 539.8541981752669, 535.9420960148346 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.71405910604083
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.71405910604083", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "49.71405910604083", "offsetgroup": "49.71405910604083", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519202, 560.4815582427614, 560.2368409634812, 558.0850504064744, 556.2724638350145, 550.6098308175344, 552.6696129981176, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 537.4641523122643, 539.8551514662882, 535.9443102943767 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=49.96689611434518
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "49.96689611434518", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "49.96689611434518", "offsetgroup": "49.96689611434518", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274745, 561.6248435345674, 560.2241802519201, 560.4815582427614, 560.2368409634812, 558.1236803785501, 556.2724638350145, 551.398789782942, 552.7867162142785, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 538.8493751613538, 539.9700719708837, 536.2112446476702 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=50.67242464460132
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "50.67242464460132", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "50.67242464460132", "offsetgroup": "50.67242464460132", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.5144873739679, 560.2368409634812, 558.2314753078019, 556.2724638350145, 553.600338769103, 553.1134866524368, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7147675236099, 540.2907516658672, 536.9561110863973 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=50.687626812451406
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "50.687626812451406", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "50.687626812451406", "offsetgroup": "50.687626812451406", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.5151969047073, 560.2368409634812, 558.2337979872367, 556.2724638350145, 553.600338769103, 553.1205276420443, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.2976614169831, 536.972160876224 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=50.87969915242537
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "50.87969915242537", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "50.87969915242537", "offsetgroup": "50.87969915242537", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.5241614965174, 560.2368409634812, 558.2631439646293, 556.2724638350145, 553.600338769103, 553.2094872801026, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.3849629175692, 537.1749425267442 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=50.9056494242492
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "50.9056494242492", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "50.9056494242492", "offsetgroup": "50.9056494242492", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.5253726734849, 560.2368409634812, 558.2671088045972, 556.2724638350145, 553.600338769103, 553.2215063287032, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.3967579405856, 537.2023396988336 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=50.93594863387132
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "50.93594863387132", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "50.93594863387132", "offsetgroup": "50.93594863387132", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.5267868284145, 560.2368409634812, 558.2717381016669, 556.2724638350145, 553.600338769103, 553.2355396180451, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4105296604853, 537.2343282909311 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=51.10217655427115
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "51.10217655427115", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "51.10217655427115", "offsetgroup": "51.10217655427115", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.534545183699, 560.2368409634812, 558.2971354118404, 556.2724638350145, 553.600338769103, 553.3125292337073, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 537.4098245235784 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=51.175027264422994
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "51.175027264422994", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "51.175027264422994", "offsetgroup": "51.175027264422994", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.5379453446991, 560.2368409634812, 558.3082659853183, 556.2724638350145, 553.600338769103, 553.3462705460081, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 537.4867371453967 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=51.35944374090656
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "51.35944374090656", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "51.35944374090656", "offsetgroup": "51.35944374090656", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 563.0216176274746, 561.6248435345674, 560.2241802519201, 560.546552614413, 560.2368409634812, 558.3364422534391, 556.2724638350145, 553.600338769103, 553.3462705460081, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 537.6814360671129 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=51.563778217252654
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "51.563778217252654", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "51.563778217252654", "offsetgroup": "51.563778217252654", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.3858985411694, 561.6248435345674, 560.2241802519201, 560.5560895168812, 560.2368409634812, 558.3676617144203, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 537.8971635496711 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=51.591232223645896
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "51.591232223645896", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "51.591232223645896", "offsetgroup": "51.591232223645896", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.5573708776483, 560.2368409634812, 558.3718563040788, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 537.9261482995344 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=51.82626868327121
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "51.82626868327121", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "51.82626868327121", "offsetgroup": "51.82626868327121", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.5683407337, 560.2368409634812, 558.4077666003325, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=51.83157067457943
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "51.83157067457943", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "51.83157067457943", "offsetgroup": "51.83157067457943", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.5685881935262, 560.2368409634812, 558.4085766707315, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=52.04463673650779
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "52.04463673650779", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "52.04463673650779", "offsetgroup": "52.04463673650779", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.578532625265, 560.2368409634812, 558.4411301963319, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.16595109294248
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.16595109294248", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "53.16595109294248", "offsetgroup": "53.16595109294248", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.6308677272251, 560.2368409634812, 558.6124514066549, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.2230442506426, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.38040630699615
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.38040630699615", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "53.38040630699615", "offsetgroup": "53.38040630699615", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.6408769948573, 560.2368409634812, 558.645217175345, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 543.8476797588122, 541.5352734900434, 539.3850904638521, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.41606943876772
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.41606943876772", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "53.41606943876772", "offsetgroup": "53.41606943876772", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.6425415001112, 560.2368409634812, 558.6506660049831, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 544.0365241553287, 541.5352734900434, 539.4120381670369, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.48550785435142
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.48550785435142", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "53.48550785435142", "offsetgroup": "53.48550785435142", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345674, 560.2241802519201, 560.6457823990961, 560.2368409634812, 558.6612752273946, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 544.4042163639085, 541.5352734900434, 539.4645070815665, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.58639585781828
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.58639585781828", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "53.58639585781828", "offsetgroup": "53.58639585781828", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6504911446121, 560.2368409634812, 558.6766895086458, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 544.9384412954844, 541.5352734900434, 539.5407398698072, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.715753720173545
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.715753720173545", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "53.715753720173545", "offsetgroup": "53.715753720173545", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.656528663776, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 545.6234206071055, 541.5352734900434, 539.6384849949889, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.74082984083143
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.74082984083143", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "53.74082984083143", "offsetgroup": "53.74082984083143", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6576990414885, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 545.7562043711042, 541.5352734900434, 539.657432962342, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.898014509384915
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.898014509384915", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "53.898014509384915", "offsetgroup": "53.898014509384915", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6650353211037, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.5885329524737, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=53.91189541744889
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "53.91189541744889", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "53.91189541744889", "offsetgroup": "53.91189541744889", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6656831846886, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.03181777559293
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.03181777559293", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "54.03181777559293", "offsetgroup": "54.03181777559293", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6712803205896, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.10620785334244
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.10620785334244", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "54.10620785334244", "offsetgroup": "54.10620785334244", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6747523284896, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.10928992277162
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.10928992277162", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "54.10928992277162", "offsetgroup": "54.10928992277162", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6751210618778, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.17468219492054
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.17468219492054", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "54.17468219492054", "offsetgroup": "54.17468219492054", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6829444787825, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.291573962141264
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.291573962141264", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "54.291573962141264", "offsetgroup": "54.291573962141264", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.2241802519201, 560.6969292050757, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.54647867289708
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.54647867289708", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "54.54647867289708", "offsetgroup": "54.54647867289708", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.22418025192, 560.7274255582022, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.60177345780331
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.60177345780331", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "54.60177345780331", "offsetgroup": "54.60177345780331", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.22418025192, 560.734040929419, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.7762045222971, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.693474100441335
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.693474100441335", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "54.693474100441335", "offsetgroup": "54.693474100441335", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.22418025192, 560.7450118336897, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 539.9873779905253, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=54.93922457297462
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "54.93922457297462", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "54.93922457297462", "offsetgroup": "54.93922457297462", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.22418025192, 560.774412989789, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 540.5533061902697, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=55.195022080319625
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "55.195022080319625", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "55.195022080319625", "offsetgroup": "55.195022080319625", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.543658464135, 560.8050161555358, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 541.1423712746158, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=55.5544635153597
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "55.5544635153597", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "55.5544635153597", "offsetgroup": "55.5544635153597", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 560.9925827255731, 560.8480190992585, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 541.9701135049721, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=55.77624532195394
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "55.77624532195394", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "55.77624532195394", "offsetgroup": "55.77624532195394", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.2695770395833, 560.8745526861463, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=55.876500217206456
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "55.876500217206456", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "55.876500217206456", "offsetgroup": "55.876500217206456", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.3947903578579, 560.8865470062169, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 541.5352734900434, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=56.121528169768595
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "56.121528169768595", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "56.121528169768595", "offsetgroup": "56.121528169768595", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.700817938188, 560.9158617212925, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 542.0884337616982, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=56.201060307257364
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "56.201060307257364", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "56.201060307257364", "offsetgroup": "56.201060307257364", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 560.9253768069202, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 542.0884337616982, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=56.7013936281821
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "56.7013936281821", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "56.7013936281821", "offsetgroup": "56.7013936281821", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 560.9852358090967, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 546.6620355187438, 542.0884337616981, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=56.71036696579608
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "56.71036696579608", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "56.71036696579608", "offsetgroup": "56.71036696579608", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 560.986309363492, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.3867931097487, 542.0884337616981, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=56.79788602641253
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "56.79788602641253", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "56.79788602641253", "offsetgroup": "56.79788602641253", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 560.9967799906135, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.3961627187311, 542.0884337616981, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=56.95479156611447
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "56.95479156611447", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "56.95479156611447", "offsetgroup": "56.95479156611447", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 561.0155518945618, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.4129607001516, 542.0884337616981, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=57.317744778949475
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "57.317744778949475", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "57.317744778949475", "offsetgroup": "57.317744778949475", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 561.0589749812291, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.4518177178027, 542.0884337616981, 542.4808452942059, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=57.513099511561066
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "57.513099511561066", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "57.513099511561066", "offsetgroup": "57.513099511561066", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 561.0823468792729, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.4727319900142, 542.0884337616981, 542.7399574295086, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=58.22479969565341
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "58.22479969565341", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "58.22479969565341", "offsetgroup": "58.22479969565341", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.800149575006, 561.1674934427475, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.548925134578, 542.0884337616981, 543.6839333031937, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=58.237504769322314
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "58.237504769322314", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "58.237504769322314", "offsetgroup": "58.237504769322314", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.8022129630835, 561.1690134555081, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.5502853133954, 542.0884337616981, 543.7007848978468, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=58.24584690285616
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "58.24584690285616", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "58.24584690285616", "offsetgroup": "58.24584690285616", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.8035677807984, 561.1700114937528, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.5511784048973, 542.131248480076, 543.7118496312373, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=58.270617107738786
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "58.270617107738786", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "58.270617107738786", "offsetgroup": "58.270617107738786", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.8075906260622, 561.1729749576797, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.5538302516211, 542.2583777500538, 543.7118496312373, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=58.50087160008804
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "58.50087160008804", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "58.50087160008804", "offsetgroup": "58.50087160008804", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.8449854800161, 561.2005222018512, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.5784808196752, 543.4401235474809, 543.8078180139681, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=58.95601014294316
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "58.95601014294316", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "58.95601014294316", "offsetgroup": "58.95601014294316", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.9189029926139, 561.2549741799386, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.6272070074259, 545.7760521748812, 543.9975164186794, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=59.00434355483017
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "59.00434355483017", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "59.00434355483017", "offsetgroup": "59.00434355483017", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.926752658695, 561.2607567046803, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.6323814821858, 546.024115983713, 544.0176614300681, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=59.41414482942551
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "59.41414482942551", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "59.41414482942551", "offsetgroup": "59.41414482942551", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 561.9933070987726, 561.3097846114016, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.6762539560949, 546.024115983713, 544.1884635940679, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=60.11102240027948
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "60.11102240027948", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "60.11102240027948", "offsetgroup": "60.11102240027948", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 562.106484629947, 561.3931578233903, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.75086022245, 546.024115983713, 544.2446192707349, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=60.1729813513571
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "60.1729813513571", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "60.1729813513571", "offsetgroup": "60.1729813513571", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 562.1165471738003, 561.4005704837755, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.75086022245, 546.024115983713, 544.2496120369952, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=60.57510426310269
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "60.57510426310269", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "60.57510426310269", "offsetgroup": "60.57510426310269", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 562.1818545969167, 561.4486797646143, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.75086022245, 546.0648990409514, 544.2820158409872, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=64.63548367033422
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "64.63548367033422", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "64.63548367033422", "offsetgroup": "64.63548367033422", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 562.8412870943332, 561.4486797646143, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.75086022245, 546.4767002115336, 544.6092086832803, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=70.85271509694213
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "70.85271509694213", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "70.85271509694213", "offsetgroup": "70.85271509694213", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 562.8412870943332, 561.4486797646143, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.75086022245, 547.107247981207, 545.1102046291375, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=73.96141458604406
Hour [h]=%{x}
Market price=%{y}", "legendgroup": "73.96141458604406", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "73.96141458604406", "offsetgroup": "73.96141458604406", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22 ], "xaxis": "x", "y": [ 572.6691189791751, 563.204935350381, 565.9797404267089, 560.333963511327, 567.2451789345215, 565.695241710978, 563.3187433887781, 564.5692008286567, 561.6248435345675, 562.8412870943332, 561.4486797646143, 560.2368409634812, 558.6964535876629, 556.2724638350145, 553.600338769103, 553.346270546008, 548.9746262394957, 548.75086022245, 547.4225303625334, 545.1102046291375, 542.7980559251096, 540.4860842504495, 538.1742896051575 ], "yaxis": "y" } ], "layout": { "barmode": "group", "legend": { "title": { "text": "" }, "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "sequentialminus": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Bid matrix per hour" }, "xaxis": { "anchor": "y", "domain": [ 0.0, 1.0 ], "title": { "text": "Hour [h]" } }, "yaxis": { "anchor": "x", "domain": [ 0.0, 1.0 ], "title": { "text": "Market price" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plotting bid matrices with different properties\n", "bid_matrix_transposed.plot.bar(title=\"Bid matrix per hour\", labels=dict(index=\"Hour [h]\", value=\"Market price\", variable=\"\")).update_layout(barmode='group')" ] }, { "cell_type": "markdown", "id": "ea7d474b", "metadata": { "Collapsed": "false" }, "source": [ "## Plotting other results" ] }, { "cell_type": "markdown", "id": "a7deaa52", "metadata": { "Collapsed": "false" }, "source": [ "If we want to see how each scenario suggest to produce, we can of course have a look at that as well" ] }, { "cell_type": "code", "execution_count": 23, "id": "408b7a1e", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "# Get the optimal production value(s)\n", "optimal_production=day_ahead_market.sale.get()" ] }, { "cell_type": "code", "execution_count": 24, "id": "daa77da9", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "hovertemplate": "=0
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "0", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "0", "offsetgroup": "0", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -563.8493821035935, -561.8414723082483, -514.2364269401189, -366.1613318093084, -460.97733813139837, -497.7893131094529, -505.0810756921144, -562.9088979467924, -561.5222743869144, -560.1216152627345, -558.7175151816436, -548.2134652327275, -542.9386674274218, -528.7639321364024, -539.3562297376109, -537.5962505327648, -535.5666762920691, -548.2957234399337, -545.933046313898, -542.3909789166868, -536.8254031135143, -539.1385805856341, -532.2622551880405, -534.5874885308237, -167.2206762010084, -166.81613394933086, -145.01846415270808, -143.55770514447914, -149.94196661365805, -167.93109623633688, -286.4417877466233, -450.3592013066286, -460.49914124900295, -447.59014318998845, -347.38814134486626, -340.7131732829939, -339.61627780367587, -338.34134084134047, -337.3044069245415, -336.2645417997516, -335.2314931521734, -334.1346724297554, -332.94139625124114, -291.7414326684578, -177.54984236236976, -176.7662946545353, -174.56829103046357, -159.37668922141393, -161.38317487364645, -146.4981515027948, -142.16602283264424, -140.9218635821245, -140.84044719536843, -160.02737291464203, -172.82723858415972, -333.5743729423089, -331.99002406470595, -330.7551836765176, -329.86623449056657, -328.6288837309242, -327.3915479226618, -326.1542270657794, -324.9169211602767, -326.5434209661093, -331.59230613448506, -434.3204812552622, -425.15186706603373, -327.5279518154791, -326.1429733876276, -318.6310387578931, -216.22448539278534, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=1
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "1", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "1", "offsetgroup": "1", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -397.4800275249226, -257.76572012765513, -261.8431030573416, -209.8505045676698, -404.79986987458597, -497.870416051533, -454.2987760698601, -564.5696090792086, -561.6265441883929, -560.2265919358824, -558.8230895355914, -548.3160427554441, -557.8764901282292, -555.92056249787, -550.6139912188238, -553.3618321059204, -548.9949856320338, -543.8740125552744, -542.1039628584048, -543.7162836114007, -542.8083161994139, -535.1612973516693, -535.7789375828503, -530.8883209440785, -188.44339400389572, -186.72447568490034, -168.15179167327707, -167.87505625260684, -167.7295903789162, -186.72568001942093, -349.94768441234277, -457.88940345194135, -471.861331141298, -462.52807040696825, -361.47728785345544, -355.75370668683786, -354.516149517864, -345.41761693321837, -344.27638399945914, -343.3805297731467, -349.73568521745716, -348.49820280588096, -347.2607353457848, -334.6251103837406, -233.69868203905486, -232.5226115150014, -189.28417993143617, -171.9567843585732, -176.35086604998753, -161.73343057965778, -149.25731389477255, -146.57027031191285, -146.3072916853934, -173.96876573200063, -225.33296120289123, -344.549813359713, -343.16459718648167, -341.77939596472964, -340.394209694457, -339.0090383756641, -337.6238820083508, -334.46445817435693, -334.8705427942181, -333.4854312813437, -332.1003347199493, -435.0616496980243, -425.87435213653566, -333.7429093291682, -326.59075779578393, -325.2057673289411, -225.57260448041254, -224.0869675581506 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=2
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "2", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "2", "offsetgroup": "2", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -563.8493821035935, -491.0774557843856, -431.5032300602283, -469.9206149792522, -499.09000986658185, -488.43996364834703, -497.01165012399656, -561.9930059663727, -561.6256060149061, -561.8020996603352, -546.2094900161504, -557.106649022194, -554.2060248544534, -541.7229187550433, -539.4284132264901, -538.1145857883803, -546.2277442856462, -546.7336348661302, -546.0989560429583, -543.7866897001613, -537.5373779271555, -539.2541563926989, -535.8477910614603, -534.6193173532222, -167.13205434084614, -166.8535395740524, -143.6850659140783, -143.6105180868246, -149.53068602936895, -167.86654413732572, -286.4415682293861, -450.3936057834345, -456.8326769241198, -447.65457093109137, -350.25666201955306, -340.75387909439365, -339.656983648585, -338.36443702839114, -337.328340521415, -336.2901533942244, -335.2507973159625, -334.1759009305859, -333.0790951930558, -291.77398480018405, -177.58436870464388, -176.8056266922531, -174.24661694577554, -159.4251152653475, -161.37843397166492, -146.50410819560835, -141.0636405177251, -140.98249474048356, -140.90110655668877, -159.93048135934967, -172.87304466083188, -333.627202822219, -335.74660527691276, -331.2749632720707, -329.88300143840155, -328.6456507122654, -327.2178060460371, -326.1726103442308, -324.9353044722342, -326.5621944033714, -331.6117838618396, -434.3404071938191, -425.17181697530367, -327.5474297135692, -326.1624513192213, -318.64981246640275, -218.30903078371747, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=3
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "3", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "3", "offsetgroup": "3", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -567.6382809290052, -517.5229170975844, -561.7453795044503, -558.8926043205834, -567.2451789345216, -557.7416007097827, -560.1546348150671, -563.0423776438909, -561.6441354196928, -560.2419919586766, -558.8360295502508, -553.8949596197367, -554.2160431880868, -525.3713704420719, -523.5296288620076, -534.1212879709848, -546.7194871693009, -543.8628233174704, -542.1037085777167, -539.7914793383158, -537.479427128283, -535.1675519476186, -518.9016631819345, -527.5770069904953, -166.02154503374427, -149.82969106875493, -143.31658802384692, -143.2410294722739, -143.16521598797698, -164.8079873831924, -284.4941340358324, -439.6660998048596, -454.0142079075632, -444.84092132824776, -343.7373848035332, -337.999233416047, -336.9622727889957, -334.1216050105969, -319.53807008200863, -332.0612360958553, -332.81319453170727, -331.7163810118258, -330.5706319985696, -276.26578772846517, -175.87406256477362, -175.3621704600885, -161.34319264737178, -146.16665479514415, -158.2503227144334, -145.90275063097567, -40.765404649742834, -40.76216007404265, -40.700598984713764, -157.66504687380055, -172.6354859332647, -326.01287949480184, -336.4175285360944, -330.76206745057556, -329.5247096591815, -328.2873668191678, -324.7698502520633, -325.83278288951595, -322.09218121684836, -323.37946481795296, -331.0316535614581, -434.01226146651294, -419.12080899421943, -327.3546250064909, -320.5029801331292, -318.87945233674105, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=4
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "4", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "4", "offsetgroup": "4", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -450.3982777385318, -563.2552515434675, -470.9433576967553, -514.2890327157601, -506.8284780978347, -497.9039023440006, -540.3270828886804, -562.0440401239931, -561.6758976886155, -560.2750456315965, -560.5332848606021, -555.5598645458887, -543.4600967564872, -542.5720556662129, -550.7098495831577, -551.754874998636, -546.2704045128579, -546.7777485856933, -542.2040547764726, -542.6024327042273, -525.9339307561975, -535.2719490369191, -535.8960182595905, -533.584474869817, -166.84828153501766, -150.4855551214923, -143.61591643077833, -143.5411886116374, -143.46628360370332, -165.73408166762593, -286.12723690132924, -449.71503982120896, -456.15166403048545, -446.9754841668918, -345.731244006412, -339.89573268227997, -338.86553321971263, -334.8535790302497, -332.8610525185343, -335.82429856994787, -334.5116158271227, -333.63223549585547, -332.43433487610645, -277.6140316550182, -177.22645128228731, -176.54516190842452, -173.9849603305421, -146.63780533760095, -158.98136051362448, -146.2485791494089, -141.0041419140586, -140.92279647771625, -140.65142790954704, -157.67940714627608, -172.66050427462545, -329.40196105602513, -336.46944497316036, -330.81252151936, -329.57515942541096, -328.3378122828418, -327.10048009165274, -325.8631628518434, -324.6258605634144, -323.3885732263654, -329.3760883795174, -434.06962745687173, -419.17563435027967, -327.37779504005647, -319.826515723884, -318.5429179168897, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=5
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "5", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "5", "offsetgroup": "5", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -551.6767130092342, -491.07745578438556, -497.6671538816096, -427.7911782853271, -469.43444730605665, -557.7420503760181, -492.2808354432303, -563.0786538803854, -561.6815747692323, -560.2809698984889, -560.7327561243811, -559.3331564827397, -557.9295922220042, -556.3305045686533, -550.6602662173395, -551.7558477661415, -546.7646943157781, -543.9114843610968, -541.6025906693809, -542.5531341606285, -536.9816434233312, -538.0829650296315, -531.0301077029644, -519.5012026712083, -166.73653999492407, -154.05372775950275, -143.597280387947, -143.52254124881745, -143.44762464380455, -165.64818610977375, -286.1488572768115, -449.80132123432224, -456.2394424319982, -447.06229811511184, -345.80446756807646, -340.2309904343888, -339.1558378494599, -338.19152525553585, -337.09386625428743, -335.84151547558906, -334.72501126307657, -333.64801004183937, -332.441225046418, -277.4832455786413, -177.26710285040846, -176.53855555028468, -173.98304613902758, -146.51338051223553, -158.98642034664488, -146.25108396801934, -142.1519444224338, -140.9236551723291, -140.7802150710295, -157.68148155301472, -172.66367607202181, -330.0952161822834, -336.48060025770417, -330.82318933521015, -329.58582580707593, -328.3484772303217, -327.11114360494753, -325.87382493095294, -324.6365212083389, -323.39923243710484, -329.38723159322507, -434.0917910436417, -419.19683679891796, -327.3884454393274, -319.83716468896984, -318.55356544779033, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=6
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "6", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "6", "offsetgroup": "6", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -564.8161401225645, -472.64889739235645, -478.2218587718194, -508.97867688000605, -512.9693537680664, -467.4495903779777, -558.8395664674204, -564.5791036172681, -561.6347525109056, -561.8098922006245, -558.829288163377, -557.1148218363892, -551.264227672491, -555.9254046128036, -553.6122797342565, -551.2993318860227, -548.9865610681023, -546.6739672804944, -541.547350774275, -539.7911433879568, -536.929090776715, -535.1735456743609, -495.05995277516854, -533.2793640699947, -268.5684897476694, -149.99482446101393, -143.57141269064297, -143.49662615473548, -143.4216617028764, -165.59981812444735, -285.9804980524371, -446.08803653821064, -455.9215130839887, -446.75450349136565, -345.60770923960666, -339.76755190320245, -338.7314379820622, -333.7990779349871, -332.74866930143975, -335.71219761002914, -334.61537918665016, -333.518575714732, -332.3340690847608, -277.5641121217635, -177.04570931294765, -176.53520427401654, -171.44057612312074, -146.7184098114755, -159.00136969394566, -146.27561675679146, -141.03283249148512, -140.95146444833534, -140.81589859369808, -157.69885802806536, -172.6733706319096, -333.15712626645376, -336.3371477861033, -328.81836400941904, -329.4630082803774, -327.0058490075572, -326.99862512349154, -325.76132223493147, -324.5240342978327, -323.2867613121947, -329.26967352806696, -433.85802724580975, -418.9731711022189, -327.27607130107424, -319.72480633688934, -318.4412228819633, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=7
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "7", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "7", "offsetgroup": "7", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -390.13177746028845, -472.63606661745723, -452.9603653899005, -508.07195941089543, -451.1917185273842, -381.4867674040683, -563.3187662872047, -561.9929985870609, -561.6249673538853, -560.2248398948135, -560.4832931605795, -560.2392085222783, -557.8739573419371, -487.41250669873233, -549.1955318998589, -538.1228678900598, -549.036032534917, -546.72630459714, -547.4910055881987, -545.1786798548029, -542.8665311507749, -540.5545594761148, -538.2427648308228, -535.9311472148986, -167.46124099946496, -167.18325213499267, -150.18608622573558, -143.6947866976438, -149.94836427823998, -167.96830747187892, -328.91074296508714, -451.1286317989361, -461.28459436940966, -448.3594799522486, -346.63497591117397, -341.3758536502047, -340.27894672901647, -339.2041126276779, -337.8889587399566, -336.8580677309542, -335.82539124709405, -334.7974102838747, -333.7005930709662, -329.36842060348516, -227.9288853054653, -177.02258618409448, -175.8737445742146, -159.37537290443606, -161.21629179798958, -146.27270075260606, -141.0075179685938, -142.06088564944972, -141.95139166508707, -159.87571409054812, -172.8206099415898, -331.9359284415287, -332.0760246451144, -330.8405722148654, -329.95161194220765, -328.7142500959073, -327.47690320103544, -326.23957125759233, -325.00225426557756, -326.62874298494665, -331.6776170669077, -434.4979495767852, -425.3216157275901, -327.61320625313857, -326.22821673916894, -318.7162710233649, -216.22448539278534, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=8
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "8", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "8", "offsetgroup": "8", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -392.17381426925033, -517.5229170975842, -502.6710242066454, -366.20606936062364, -356.1866128685897, -557.7414001486771, -558.8482237451925, -563.0415435937449, -561.6446492615539, -562.861605084609, -561.4688510211529, -553.8993872805767, -558.7131155805894, -555.3111929637153, -550.6189643967285, -553.365997725401, -548.9941283404338, -548.7728105771782, -542.1098646294259, -544.2149206092547, -536.936722339685, -535.1824371046251, -535.8049730049228, -536.7866794441833, -167.23910127903213, -166.96079201750123, -145.23412235956692, -143.61880595574706, -149.84383844318629, -167.79832998706098, -286.94993028565995, -450.79955333317855, -460.94829138449796, -448.03044848544613, -346.35885586079036, -341.10222486760966, -340.0053236837084, -338.9287205719092, -337.6374494890754, -336.6064628831122, -335.5528913316523, -334.5235039917799, -333.42669251615825, -332.28091027058605, -181.00099723841393, -177.0650696522077, -176.29602884996584, -159.40220900150058, -161.2437292977889, -146.2910671889443, -141.02334993127064, -142.08188298359764, -141.96897896524771, -159.90344679292778, -172.8571253763779, -333.6614365212931, -332.07762044558774, -330.84277435281507, -333.27458464126, -328.68590150171366, -327.4485599888666, -326.2112334273991, -324.9739218173121, -326.6006488008068, -331.65005043980625, -434.4244957310568, -425.25205874941815, -327.58566705067216, -326.2006829182354, -320.3028878713538, -216.22448539278534, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=9
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "9", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "9", "offsetgroup": "9", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -572.6691189791751, -546.4473632937057, -565.9424672585264, -560.2976021865425, -567.0437199096585, -565.657522764784, -545.0062451185173, -562.9840880881022, -561.5874484102426, -560.1869278819423, -558.7824308355853, -557.0670076241258, -551.2761255742977, -508.79733414439835, -550.5650119584869, -533.5644286094271, -546.1219813904746, -543.809394395713, -541.4969844314587, -539.1847514977118, -536.872695594472, -531.3617660538258, -532.303496962208, -525.2952644517223, -164.16449783290358, -149.51107247915832, -143.23827646410612, -143.04769343061392, -143.08678108623278, -163.75652775921665, -282.8845821645242, -435.2658198119723, -453.5010199868806, -444.32666854090405, -343.0759812726065, -337.6702206610085, -336.5733316594155, -319.3661144285807, -318.5263701048658, -317.6194232702837, -330.68581719973366, -331.42600520986565, -330.32920591713696, -276.09062751737537, -175.6874566015082, -175.17526000900722, -160.81231430230483, -146.11432497804935, -158.13176947483524, -145.85006696139908, -40.64232755474198, -40.63936882390139, -39.14107800210396, -153.97964814200995, -172.46404004296588, -325.7459666948719, -336.14057178305484, -334.90220878235624, -329.2515376772534, -321.02451580073915, -319.883482237917, -318.7424636265718, -317.6014599667044, -323.2934737631306, -329.27872749048777, -433.94051753791257, -419.0512202908386, -328.3014466362696, -319.7666607957697, -315.73065936610755, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" } ], "layout": { "barmode": "relative", "legend": { "title": { "text": "" }, "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "sequentialminus": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Bid volumes per stochastic price #" }, "xaxis": { "anchor": "y", "domain": [ 0.0, 1.0 ], "title": { "text": "Time" } }, "yaxis": { "anchor": "x", "domain": [ 0.0, 1.0 ], "title": { "text": "Sale/Production [MW]" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Plot optimal production in different plot types\n", "optimal_production.plot.bar(title=\"Bid volumes per stochastic price #\", labels=dict(index=\"Time\", value=\"Sale/Production [MW]\", variable=\"\"))" ] }, { "cell_type": "code", "execution_count": 25, "id": "7edbe735", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "alignmentgroup": "True", "hovertemplate": "=0
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "0", "marker": { "color": "#636efa", "pattern": { "shape": "" } }, "name": "0", "offsetgroup": "0", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -563.8493821035935, -561.8414723082483, -514.2364269401189, -366.1613318093084, -460.97733813139837, -497.7893131094529, -505.0810756921144, -562.9088979467924, -561.5222743869144, -560.1216152627345, -558.7175151816436, -548.2134652327275, -542.9386674274218, -528.7639321364024, -539.3562297376109, -537.5962505327648, -535.5666762920691, -548.2957234399337, -545.933046313898, -542.3909789166868, -536.8254031135143, -539.1385805856341, -532.2622551880405, -534.5874885308237, -167.2206762010084, -166.81613394933086, -145.01846415270808, -143.55770514447914, -149.94196661365805, -167.93109623633688, -286.4417877466233, -450.3592013066286, -460.49914124900295, -447.59014318998845, -347.38814134486626, -340.7131732829939, -339.61627780367587, -338.34134084134047, -337.3044069245415, -336.2645417997516, -335.2314931521734, -334.1346724297554, -332.94139625124114, -291.7414326684578, -177.54984236236976, -176.7662946545353, -174.56829103046357, -159.37668922141393, -161.38317487364645, -146.4981515027948, -142.16602283264424, -140.9218635821245, -140.84044719536843, -160.02737291464203, -172.82723858415972, -333.5743729423089, -331.99002406470595, -330.7551836765176, -329.86623449056657, -328.6288837309242, -327.3915479226618, -326.1542270657794, -324.9169211602767, -326.5434209661093, -331.59230613448506, -434.3204812552622, -425.15186706603373, -327.5279518154791, -326.1429733876276, -318.6310387578931, -216.22448539278534, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=1
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "1", "marker": { "color": "#EF553B", "pattern": { "shape": "" } }, "name": "1", "offsetgroup": "1", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -397.4800275249226, -257.76572012765513, -261.8431030573416, -209.8505045676698, -404.79986987458597, -497.870416051533, -454.2987760698601, -564.5696090792086, -561.6265441883929, -560.2265919358824, -558.8230895355914, -548.3160427554441, -557.8764901282292, -555.92056249787, -550.6139912188238, -553.3618321059204, -548.9949856320338, -543.8740125552744, -542.1039628584048, -543.7162836114007, -542.8083161994139, -535.1612973516693, -535.7789375828503, -530.8883209440785, -188.44339400389572, -186.72447568490034, -168.15179167327707, -167.87505625260684, -167.7295903789162, -186.72568001942093, -349.94768441234277, -457.88940345194135, -471.861331141298, -462.52807040696825, -361.47728785345544, -355.75370668683786, -354.516149517864, -345.41761693321837, -344.27638399945914, -343.3805297731467, -349.73568521745716, -348.49820280588096, -347.2607353457848, -334.6251103837406, -233.69868203905486, -232.5226115150014, -189.28417993143617, -171.9567843585732, -176.35086604998753, -161.73343057965778, -149.25731389477255, -146.57027031191285, -146.3072916853934, -173.96876573200063, -225.33296120289123, -344.549813359713, -343.16459718648167, -341.77939596472964, -340.394209694457, -339.0090383756641, -337.6238820083508, -334.46445817435693, -334.8705427942181, -333.4854312813437, -332.1003347199493, -435.0616496980243, -425.87435213653566, -333.7429093291682, -326.59075779578393, -325.2057673289411, -225.57260448041254, -224.0869675581506 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=2
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "2", "marker": { "color": "#00cc96", "pattern": { "shape": "" } }, "name": "2", "offsetgroup": "2", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -563.8493821035935, -491.0774557843856, -431.5032300602283, -469.9206149792522, -499.09000986658185, -488.43996364834703, -497.01165012399656, -561.9930059663727, -561.6256060149061, -561.8020996603352, -546.2094900161504, -557.106649022194, -554.2060248544534, -541.7229187550433, -539.4284132264901, -538.1145857883803, -546.2277442856462, -546.7336348661302, -546.0989560429583, -543.7866897001613, -537.5373779271555, -539.2541563926989, -535.8477910614603, -534.6193173532222, -167.13205434084614, -166.8535395740524, -143.6850659140783, -143.6105180868246, -149.53068602936895, -167.86654413732572, -286.4415682293861, -450.3936057834345, -456.8326769241198, -447.65457093109137, -350.25666201955306, -340.75387909439365, -339.656983648585, -338.36443702839114, -337.328340521415, -336.2901533942244, -335.2507973159625, -334.1759009305859, -333.0790951930558, -291.77398480018405, -177.58436870464388, -176.8056266922531, -174.24661694577554, -159.4251152653475, -161.37843397166492, -146.50410819560835, -141.0636405177251, -140.98249474048356, -140.90110655668877, -159.93048135934967, -172.87304466083188, -333.627202822219, -335.74660527691276, -331.2749632720707, -329.88300143840155, -328.6456507122654, -327.2178060460371, -326.1726103442308, -324.9353044722342, -326.5621944033714, -331.6117838618396, -434.3404071938191, -425.17181697530367, -327.5474297135692, -326.1624513192213, -318.64981246640275, -218.30903078371747, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=3
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "3", "marker": { "color": "#ab63fa", "pattern": { "shape": "" } }, "name": "3", "offsetgroup": "3", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -567.6382809290052, -517.5229170975844, -561.7453795044503, -558.8926043205834, -567.2451789345216, -557.7416007097827, -560.1546348150671, -563.0423776438909, -561.6441354196928, -560.2419919586766, -558.8360295502508, -553.8949596197367, -554.2160431880868, -525.3713704420719, -523.5296288620076, -534.1212879709848, -546.7194871693009, -543.8628233174704, -542.1037085777167, -539.7914793383158, -537.479427128283, -535.1675519476186, -518.9016631819345, -527.5770069904953, -166.02154503374427, -149.82969106875493, -143.31658802384692, -143.2410294722739, -143.16521598797698, -164.8079873831924, -284.4941340358324, -439.6660998048596, -454.0142079075632, -444.84092132824776, -343.7373848035332, -337.999233416047, -336.9622727889957, -334.1216050105969, -319.53807008200863, -332.0612360958553, -332.81319453170727, -331.7163810118258, -330.5706319985696, -276.26578772846517, -175.87406256477362, -175.3621704600885, -161.34319264737178, -146.16665479514415, -158.2503227144334, -145.90275063097567, -40.765404649742834, -40.76216007404265, -40.700598984713764, -157.66504687380055, -172.6354859332647, -326.01287949480184, -336.4175285360944, -330.76206745057556, -329.5247096591815, -328.2873668191678, -324.7698502520633, -325.83278288951595, -322.09218121684836, -323.37946481795296, -331.0316535614581, -434.01226146651294, -419.12080899421943, -327.3546250064909, -320.5029801331292, -318.87945233674105, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=4
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "4", "marker": { "color": "#FFA15A", "pattern": { "shape": "" } }, "name": "4", "offsetgroup": "4", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -450.3982777385318, -563.2552515434675, -470.9433576967553, -514.2890327157601, -506.8284780978347, -497.9039023440006, -540.3270828886804, -562.0440401239931, -561.6758976886155, -560.2750456315965, -560.5332848606021, -555.5598645458887, -543.4600967564872, -542.5720556662129, -550.7098495831577, -551.754874998636, -546.2704045128579, -546.7777485856933, -542.2040547764726, -542.6024327042273, -525.9339307561975, -535.2719490369191, -535.8960182595905, -533.584474869817, -166.84828153501766, -150.4855551214923, -143.61591643077833, -143.5411886116374, -143.46628360370332, -165.73408166762593, -286.12723690132924, -449.71503982120896, -456.15166403048545, -446.9754841668918, -345.731244006412, -339.89573268227997, -338.86553321971263, -334.8535790302497, -332.8610525185343, -335.82429856994787, -334.5116158271227, -333.63223549585547, -332.43433487610645, -277.6140316550182, -177.22645128228731, -176.54516190842452, -173.9849603305421, -146.63780533760095, -158.98136051362448, -146.2485791494089, -141.0041419140586, -140.92279647771625, -140.65142790954704, -157.67940714627608, -172.66050427462545, -329.40196105602513, -336.46944497316036, -330.81252151936, -329.57515942541096, -328.3378122828418, -327.10048009165274, -325.8631628518434, -324.6258605634144, -323.3885732263654, -329.3760883795174, -434.06962745687173, -419.17563435027967, -327.37779504005647, -319.826515723884, -318.5429179168897, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=5
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "5", "marker": { "color": "#19d3f3", "pattern": { "shape": "" } }, "name": "5", "offsetgroup": "5", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -551.6767130092342, -491.07745578438556, -497.6671538816096, -427.7911782853271, -469.43444730605665, -557.7420503760181, -492.2808354432303, -563.0786538803854, -561.6815747692323, -560.2809698984889, -560.7327561243811, -559.3331564827397, -557.9295922220042, -556.3305045686533, -550.6602662173395, -551.7558477661415, -546.7646943157781, -543.9114843610968, -541.6025906693809, -542.5531341606285, -536.9816434233312, -538.0829650296315, -531.0301077029644, -519.5012026712083, -166.73653999492407, -154.05372775950275, -143.597280387947, -143.52254124881745, -143.44762464380455, -165.64818610977375, -286.1488572768115, -449.80132123432224, -456.2394424319982, -447.06229811511184, -345.80446756807646, -340.2309904343888, -339.1558378494599, -338.19152525553585, -337.09386625428743, -335.84151547558906, -334.72501126307657, -333.64801004183937, -332.441225046418, -277.4832455786413, -177.26710285040846, -176.53855555028468, -173.98304613902758, -146.51338051223553, -158.98642034664488, -146.25108396801934, -142.1519444224338, -140.9236551723291, -140.7802150710295, -157.68148155301472, -172.66367607202181, -330.0952161822834, -336.48060025770417, -330.82318933521015, -329.58582580707593, -328.3484772303217, -327.11114360494753, -325.87382493095294, -324.6365212083389, -323.39923243710484, -329.38723159322507, -434.0917910436417, -419.19683679891796, -327.3884454393274, -319.83716468896984, -318.55356544779033, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=6
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "6", "marker": { "color": "#FF6692", "pattern": { "shape": "" } }, "name": "6", "offsetgroup": "6", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -564.8161401225645, -472.64889739235645, -478.2218587718194, -508.97867688000605, -512.9693537680664, -467.4495903779777, -558.8395664674204, -564.5791036172681, -561.6347525109056, -561.8098922006245, -558.829288163377, -557.1148218363892, -551.264227672491, -555.9254046128036, -553.6122797342565, -551.2993318860227, -548.9865610681023, -546.6739672804944, -541.547350774275, -539.7911433879568, -536.929090776715, -535.1735456743609, -495.05995277516854, -533.2793640699947, -268.5684897476694, -149.99482446101393, -143.57141269064297, -143.49662615473548, -143.4216617028764, -165.59981812444735, -285.9804980524371, -446.08803653821064, -455.9215130839887, -446.75450349136565, -345.60770923960666, -339.76755190320245, -338.7314379820622, -333.7990779349871, -332.74866930143975, -335.71219761002914, -334.61537918665016, -333.518575714732, -332.3340690847608, -277.5641121217635, -177.04570931294765, -176.53520427401654, -171.44057612312074, -146.7184098114755, -159.00136969394566, -146.27561675679146, -141.03283249148512, -140.95146444833534, -140.81589859369808, -157.69885802806536, -172.6733706319096, -333.15712626645376, -336.3371477861033, -328.81836400941904, -329.4630082803774, -327.0058490075572, -326.99862512349154, -325.76132223493147, -324.5240342978327, -323.2867613121947, -329.26967352806696, -433.85802724580975, -418.9731711022189, -327.27607130107424, -319.72480633688934, -318.4412228819633, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=7
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "7", "marker": { "color": "#B6E880", "pattern": { "shape": "" } }, "name": "7", "offsetgroup": "7", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -390.13177746028845, -472.63606661745723, -452.9603653899005, -508.07195941089543, -451.1917185273842, -381.4867674040683, -563.3187662872047, -561.9929985870609, -561.6249673538853, -560.2248398948135, -560.4832931605795, -560.2392085222783, -557.8739573419371, -487.41250669873233, -549.1955318998589, -538.1228678900598, -549.036032534917, -546.72630459714, -547.4910055881987, -545.1786798548029, -542.8665311507749, -540.5545594761148, -538.2427648308228, -535.9311472148986, -167.46124099946496, -167.18325213499267, -150.18608622573558, -143.6947866976438, -149.94836427823998, -167.96830747187892, -328.91074296508714, -451.1286317989361, -461.28459436940966, -448.3594799522486, -346.63497591117397, -341.3758536502047, -340.27894672901647, -339.2041126276779, -337.8889587399566, -336.8580677309542, -335.82539124709405, -334.7974102838747, -333.7005930709662, -329.36842060348516, -227.9288853054653, -177.02258618409448, -175.8737445742146, -159.37537290443606, -161.21629179798958, -146.27270075260606, -141.0075179685938, -142.06088564944972, -141.95139166508707, -159.87571409054812, -172.8206099415898, -331.9359284415287, -332.0760246451144, -330.8405722148654, -329.95161194220765, -328.7142500959073, -327.47690320103544, -326.23957125759233, -325.00225426557756, -326.62874298494665, -331.6776170669077, -434.4979495767852, -425.3216157275901, -327.61320625313857, -326.22821673916894, -318.7162710233649, -216.22448539278534, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=8
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "8", "marker": { "color": "#FF97FF", "pattern": { "shape": "" } }, "name": "8", "offsetgroup": "8", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -392.17381426925033, -517.5229170975842, -502.6710242066454, -366.20606936062364, -356.1866128685897, -557.7414001486771, -558.8482237451925, -563.0415435937449, -561.6446492615539, -562.861605084609, -561.4688510211529, -553.8993872805767, -558.7131155805894, -555.3111929637153, -550.6189643967285, -553.365997725401, -548.9941283404338, -548.7728105771782, -542.1098646294259, -544.2149206092547, -536.936722339685, -535.1824371046251, -535.8049730049228, -536.7866794441833, -167.23910127903213, -166.96079201750123, -145.23412235956692, -143.61880595574706, -149.84383844318629, -167.79832998706098, -286.94993028565995, -450.79955333317855, -460.94829138449796, -448.03044848544613, -346.35885586079036, -341.10222486760966, -340.0053236837084, -338.9287205719092, -337.6374494890754, -336.6064628831122, -335.5528913316523, -334.5235039917799, -333.42669251615825, -332.28091027058605, -181.00099723841393, -177.0650696522077, -176.29602884996584, -159.40220900150058, -161.2437292977889, -146.2910671889443, -141.02334993127064, -142.08188298359764, -141.96897896524771, -159.90344679292778, -172.8571253763779, -333.6614365212931, -332.07762044558774, -330.84277435281507, -333.27458464126, -328.68590150171366, -327.4485599888666, -326.2112334273991, -324.9739218173121, -326.6006488008068, -331.65005043980625, -434.4244957310568, -425.25205874941815, -327.58566705067216, -326.2006829182354, -320.3028878713538, -216.22448539278534, -215.24492976216197 ], "yaxis": "y" }, { "alignmentgroup": "True", "hovertemplate": "=9
Time=%{x}
Sale/Production [MW]=%{y}", "legendgroup": "9", "marker": { "color": "#FECB52", "pattern": { "shape": "" } }, "name": "9", "offsetgroup": "9", "orientation": "v", "showlegend": true, "textposition": "auto", "type": "bar", "x": [ "2018-01-23T00:00:00", "2018-01-23T01:00:00", "2018-01-23T02:00:00", "2018-01-23T03:00:00", "2018-01-23T04:00:00", "2018-01-23T05:00:00", "2018-01-23T06:00:00", "2018-01-23T07:00:00", "2018-01-23T08:00:00", "2018-01-23T09:00:00", "2018-01-23T10:00:00", "2018-01-23T11:00:00", "2018-01-23T12:00:00", "2018-01-23T13:00:00", "2018-01-23T14:00:00", "2018-01-23T15:00:00", "2018-01-23T16:00:00", "2018-01-23T17:00:00", "2018-01-23T18:00:00", "2018-01-23T19:00:00", "2018-01-23T20:00:00", "2018-01-23T21:00:00", "2018-01-23T22:00:00", "2018-01-23T23:00:00", "2018-01-24T00:00:00", "2018-01-24T01:00:00", "2018-01-24T02:00:00", "2018-01-24T03:00:00", "2018-01-24T04:00:00", "2018-01-24T05:00:00", "2018-01-24T06:00:00", "2018-01-24T07:00:00", "2018-01-24T08:00:00", "2018-01-24T09:00:00", "2018-01-24T10:00:00", "2018-01-24T11:00:00", "2018-01-24T12:00:00", "2018-01-24T13:00:00", "2018-01-24T14:00:00", "2018-01-24T15:00:00", "2018-01-24T16:00:00", "2018-01-24T17:00:00", "2018-01-24T18:00:00", "2018-01-24T19:00:00", "2018-01-24T20:00:00", "2018-01-24T21:00:00", "2018-01-24T22:00:00", "2018-01-24T23:00:00", "2018-01-25T00:00:00", "2018-01-25T01:00:00", "2018-01-25T02:00:00", "2018-01-25T03:00:00", "2018-01-25T04:00:00", "2018-01-25T05:00:00", "2018-01-25T06:00:00", "2018-01-25T07:00:00", "2018-01-25T08:00:00", "2018-01-25T09:00:00", "2018-01-25T10:00:00", "2018-01-25T11:00:00", "2018-01-25T12:00:00", "2018-01-25T13:00:00", "2018-01-25T14:00:00", "2018-01-25T15:00:00", "2018-01-25T16:00:00", "2018-01-25T17:00:00", "2018-01-25T18:00:00", "2018-01-25T19:00:00", "2018-01-25T20:00:00", "2018-01-25T21:00:00", "2018-01-25T22:00:00", "2018-01-25T23:00:00" ], "xaxis": "x", "y": [ -572.6691189791751, -546.4473632937057, -565.9424672585264, -560.2976021865425, -567.0437199096585, -565.657522764784, -545.0062451185173, -562.9840880881022, -561.5874484102426, -560.1869278819423, -558.7824308355853, -557.0670076241258, -551.2761255742977, -508.79733414439835, -550.5650119584869, -533.5644286094271, -546.1219813904746, -543.809394395713, -541.4969844314587, -539.1847514977118, -536.872695594472, -531.3617660538258, -532.303496962208, -525.2952644517223, -164.16449783290358, -149.51107247915832, -143.23827646410612, -143.04769343061392, -143.08678108623278, -163.75652775921665, -282.8845821645242, -435.2658198119723, -453.5010199868806, -444.32666854090405, -343.0759812726065, -337.6702206610085, -336.5733316594155, -319.3661144285807, -318.5263701048658, -317.6194232702837, -330.68581719973366, -331.42600520986565, -330.32920591713696, -276.09062751737537, -175.6874566015082, -175.17526000900722, -160.81231430230483, -146.11432497804935, -158.13176947483524, -145.85006696139908, -40.64232755474198, -40.63936882390139, -39.14107800210396, -153.97964814200995, -172.46404004296588, -325.7459666948719, -336.14057178305484, -334.90220878235624, -329.2515376772534, -321.02451580073915, -319.883482237917, -318.7424636265718, -317.6014599667044, -323.2934737631306, -329.27872749048777, -433.94051753791257, -419.0512202908386, -328.3014466362696, -319.7666607957697, -315.73065936610755, -216.51523821040496, -208.6884677448552 ], "yaxis": "y" } ], "layout": { "barmode": "relative", "legend": { "title": { "text": "" }, "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 }, "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "pattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "fillpattern": { "fillmode": "overlay", "size": 10, "solidity": 0.2 }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ], "sequentialminus": [ [ 0.0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1.0, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "Bid volumes per stochastic price #, stacked" }, "xaxis": { "anchor": "y", "domain": [ 0.0, 1.0 ], "title": { "text": "Time" } }, "yaxis": { "anchor": "x", "domain": [ 0.0, 1.0 ], "title": { "text": "Sale/Production [MW]" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot optimal production in different plot types\n", "optimal_production.plot.bar(title=\"Bid volumes per stochastic price #, stacked\", labels=dict(index=\"Time\", value=\"Sale/Production [MW]\", variable=\"\")) # bargap=.1, " ] }, { "cell_type": "markdown", "id": "28fd10d5", "metadata": { "Collapsed": "false" }, "source": [ "# Files" ] }, { "cell_type": "markdown", "id": "6b43fca3", "metadata": { "Collapsed": "false" }, "source": [ "(multi-price-bid-matrix-model-py)=\n", "## multi_price_bid_matrix_model.py" ] }, { "cell_type": "code", "execution_count": 26, "id": "37924c04", "metadata": { "Collapsed": "false", "tags": [ "remove-input" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "import pandas as pd\n", "\n", "def build_model(shop):\n", " starttime = pd.Timestamp('2018-01-23 00:00:00')\n", " endtime = pd.Timestamp('2018-01-26')\n", " shop.set_time_resolution(starttime=starttime, endtime=endtime, timeunit=\"hour\", timeresolution=pd.Series(index=[starttime],data=[1]))\n", " \n", " rsv1 = shop.model.reservoir.add_object('Reservoir1')\n", " rsv1.max_vol.set(39)\n", " rsv1.lrl.set(860)\n", " rsv1.hrl.set(905)\n", " rsv1.vol_head.set(pd.Series([860, 906, 907], index=[0, 39, 41.66], name=0)) \n", "\n", " rsv2 = shop.model.reservoir.add_object('Reservoir2')\n", " rsv2.max_vol.set(97.5) \n", " rsv2.lrl.set(650) \n", " rsv2.hrl.set(679) \n", " rsv2.vol_head.set(pd.Series([650, 679, 680], index=[0, 97.5, 104.15], name=0))\n", " \n", " plant1 = shop.model.plant.add_object('Plant1')\n", " plant1.outlet_line.set(672)\n", " plant1.main_loss.set([0])\n", " plant1.penstock_loss.set([0.001])\n", " plant1.mip_flag.set(1)\n", " for gen_no in range(2):\n", " gen=shop.model.generator.add_object(f\"{plant1.get_name()}_G{str(gen_no+1)}\")\n", " gen.connect_to(plant1)\n", " gen.penstock.set(1)\n", " gen.p_min.set(60)\n", " gen.p_max.set(120)\n", " gen.p_nom.set(120)\n", " gen.startcost.set(300)\n", " gen.gen_eff_curve.set(pd.Series([100, 100], index=[60, 120]))\n", " gen.turb_eff_curves.set([pd.Series([85.8733, 87.0319, 88.0879, 89.0544, 89.9446, 90.7717, 91.5488, 92.2643, 92.8213, 93.1090, 93.2170, 93.0390, 92.6570, 92.1746],\n", " index=[28.12, 30.45, 32.78, 35.11, 37.45, 39.78, 42.11, 44.44, 46.77, 49.10, 51.43, 53.76, 56.10, 58.83],\n", " name=170),\n", " pd.Series([86.7321, 87.9022, 88.9688, 89.9450, 90.8441, 91.6794, 92.4643, 93.1870, 93.7495, 94.0401, 94.1492, 93.9694, 93.5836, 93.0964],\n", " index=[28.12, 30.45, 32.78, 35.11, 37.45, 39.78, 42.11, 44.44, 46.77, 49.10, 51.43, 53.76, 56.10, 58.83],\n", " name=200),\n", " pd.Series([87.5908, 88.7725, 89.8497, 90.8355, 91.7435, 92.5871, 93.3798, 94.1096, 94.6777, 94.9712, 95.0813, 94.8998, 94.5101, 94.0181],\n", " index=[28.12, 30.45, 32.78, 35.11, 37.45, 39.78, 42.11, 44.44, 46.77, 49.10, 51.43, 53.76, 56.10, 58.83],\n", " name=230)])\n", "\n", " plant2 = shop.model.plant.add_object('Plant2')\n", " plant2.outlet_line.set(586)\n", " plant2.main_loss.set([0])\n", " plant2.penstock_loss.set([0.0001,0.0002])\n", " plant2.mip_flag.set(1)\n", " for gen_no in range(4):\n", " gen=shop.model.generator.add_object(f\"{plant2.get_name()}_G{str(gen_no+1)}\")\n", " gen.connect_to(plant2)\n", " if gen_no == 0:\n", " gen.penstock.set(1)\n", " gen.p_min.set(100)\n", " gen.p_max.set(180)\n", " gen.p_nom.set(180)\n", " gen.startcost.set(300)\n", " gen.gen_eff_curve.set(pd.Series([100, 100], index=[100, 180]))\n", " gen.turb_eff_curves.set([pd.Series([92.7201, 93.2583, 93.7305, 94.1368, 94.4785, 94.7525, 94.9606, 95.1028, 95.1790, 95.1892, 95.1335, 95.0118, 94.8232, 94.5191],\n", " index=[126.54, 137.03, 147.51, 158.00, 168.53, 179.01, 189.50, 199.98, 210.47, 220.95, 231.44, 241.92, 252.45, 264.74],\n", " name=60)])\n", " else:\n", " gen.penstock.set(2)\n", " gen.p_min.set(30)\n", " gen.p_max.set(55)\n", " gen.p_nom.set(55)\n", " gen.startcost.set(300)\n", " gen.gen_eff_curve.set(pd.Series([100, 100], index=[30, 55]))\n", " gen.turb_eff_curves.set([pd.Series([83.8700, 85.1937, 86.3825, 87.4362, 88.3587, 89.1419, 89.7901, 90.3033, 90.6815, 90.9248, 91.0331, 91.0063, 90.8436, 90.4817],\n", " index=[40.82, 44.20, 47.58, 50.97, 54.36, 57.75, 61.13, 64.51, 67.89, 71.27, 74.66, 78.04, 81.44, 85.40],\n", " name=60)])\n", " \n", " rsv1.connect_to(plant1)\n", " plant1.connect_to(rsv2)\n", " rsv2.connect_to(plant2)\n", " \n", " rsv1.start_head.set(900)\n", " rsv2.start_head.set(670) \n", " rsv1.energy_value_input.set(30)\n", " rsv2.energy_value_input.set(10)\n", " rsv2.inflow.set(pd.Series([60], [starttime]))\n", " \n", " da = shop.model.market.add_object('Day_ahead')\n", " da.sale_price.set(pd.DataFrame([32.992,31.122,29.312,28.072,30.012,33.362,42.682,74.822,77.732,62.332,55.892,46.962,42.582,40.942,39.212,39.142,41.672,46.922,37.102,32.992,31.272,29.752,28.782,28.082,27.242,26.622,25.732,25.392,25.992,27.402,28.942,32.182,33.082,32.342,30.912,30.162,30.062,29.562,29.462,29.512,29.672,30.072,29.552,28.862,28.412,28.072,27.162,25.502,26.192,25.222,24.052,23.892,23.682,26.092,28.202,30.902,31.572,31.462,31.172,30.912,30.572,30.602,30.632,31.062,32.082,36.262,34.472,32.182,31.492,30.732,29.712,28.982], \n", " index=[starttime + pd.Timedelta(hours=i) for i in range(0,72)]))\n", " da.max_sale.set(pd.Series([9999], [starttime]))\n", " da.buy_price.set(da.sale_price.get()+0.002)\n", " da.max_buy.set(pd.Series([9999], [starttime]))\n", "\n", "def run_model(shop):\n", " shop.start_sim([], ['5'])\n", " shop.set_code(['incremental'], [])\n", " shop.start_sim([], ['3'])\n", "\n" ] } ], "source": [ "with open('multi_price_bid_matrix_model.py', 'r') as f:\n", " print(f.read())" ] } ], "metadata": { "jupytext": { "text_representation": { "extension": ".md", "format_name": "myst", "format_version": 0.13, "jupytext_version": "1.13.8" } }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.9" }, "source_map": [ 14, 24, 28, 32, 40, 49, 53, 59, 63, 67, 74, 78, 86, 90, 97, 101, 105, 113, 117, 122, 129, 134, 143, 147, 159, 163, 170, 174, 181, 185, 189, 213, 217, 221, 241, 245, 255, 259, 275, 279, 286, 290, 300, 304, 308, 322, 326, 330, 337, 341, 345, 360, 364, 374, 381, 385, 389, 396, 404, 411, 415, 420 ] }, "nbformat": 4, "nbformat_minor": 5 }