{ "cells": [ { "cell_type": "markdown", "id": "d7673d96", "metadata": {}, "source": [ "(reservoir-complex-ramping)=\n", "# Complex ramping on reservoir level\n", "This example shows the types of complex ramping constraints that can be applied to the reservoir level in SHOP under the SHOP_COMPLEX_RAMPING license. Similar constraints can also be applied to plant discharge, as shown in [this example](plant-complex-ramping). To understand the underlying concepts of rolling and period ramping better, the reader is referred to the complex ramping section in the brief [ramping tutorial](ramping)." ] }, { "cell_type": "code", "execution_count": 1, "id": "81555fa6", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "from pyshop import ShopSession\n", "import pandas as pd\n", "import plotly.graph_objs as go\n", "import numpy as np\n", "from complex_ramping import build_model, run_model" ] }, { "cell_type": "markdown", "id": "11626e2d", "metadata": {}, "source": [ "## Baseline run without ramping constraints\n", "The system used in the example is a single reservoir above a plant with one generator:" ] }, { "cell_type": "code", "execution_count": 2, "id": "13eab73a", "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" ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "shop = build_model()\n", "shop.model.build_connection_tree()" ] }, { "cell_type": "markdown", "id": "30c6051b", "metadata": {}, "source": [ "The reservoir starts half full, and has a constant inflow of 10 m3/s incoming during the 24 hour optimization horizon. The market price is above the constant water value in all hours, but the price is also linearly increasing in each hour.\n", "\n", "\n", "First, we run the model without any complex ramping constraints. The resulting reservoir level is shown below, and we see that SHOP will wait a few hours before producing heavily and almost emptying the reservoir." ] }, { "cell_type": "code", "execution_count": 3, "id": "3760dd67", "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": [ { "name": "Reservoir level", "type": "scatter", "x": [ "2023-01-01T00:00:00", "2023-01-01T01:00:00", "2023-01-01T02:00:00", "2023-01-01T03:00:00", "2023-01-01T04:00:00", "2023-01-01T05:00:00", "2023-01-01T06:00:00", "2023-01-01T07:00:00", "2023-01-01T08:00:00", "2023-01-01T09:00:00", "2023-01-01T10:00:00", "2023-01-01T11:00:00", "2023-01-01T12:00:00", "2023-01-01T13:00:00", "2023-01-01T14:00:00", "2023-01-01T15:00:00", "2023-01-01T16:00:00", "2023-01-01T17:00:00", "2023-01-01T18:00:00", "2023-01-01T19:00:00", "2023-01-01T20:00:00", "2023-01-01T21:00:00", "2023-01-01T22:00:00", "2023-01-01T23:00:00", "2023-01-02T00:00:00" ], "y": [ 95.0, 95.03, 95.06, 95.09, 95.12, 94.88, 94.64, 94.4, 94.16, 93.92, 93.67999999999999, 93.44, 93.2, 92.96, 92.72, 92.47999999999999, 92.24, 92.0, 91.75999999999999, 91.52, 91.28, 91.03999999999999, 90.8, 90.56, 90.32 ] }, { "line": { "color": "rgb(0, 0, 0)", "dash": "dash" }, "name": "LRL", "type": "scatter", "x": [ "2023-01-01T00:00:00", "2023-01-01T01:00:00", "2023-01-01T02:00:00", "2023-01-01T03:00:00", "2023-01-01T04:00:00", "2023-01-01T05:00:00", "2023-01-01T06:00:00", "2023-01-01T07:00:00", "2023-01-01T08:00:00", "2023-01-01T09:00:00", "2023-01-01T10:00:00", "2023-01-01T11:00:00", "2023-01-01T12:00:00", "2023-01-01T13:00:00", "2023-01-01T14:00:00", "2023-01-01T15:00:00", "2023-01-01T16:00:00", "2023-01-01T17:00:00", "2023-01-01T18:00:00", "2023-01-01T19:00:00", "2023-01-01T20:00:00", "2023-01-01T21:00:00", "2023-01-01T22:00:00", "2023-01-01T23:00:00", "2023-01-02T00:00:00" ], "y": [ 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0, 90.0 ] } ], "layout": { "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": "Optimization without ramping constraints" }, "xaxis": { "title": { "text": "Time" } }, "yaxis": { "title": { "text": "masl" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "run_model(shop)\n", "\n", "rsv = shop.model.reservoir[\"Reservoir1\"]\n", "level_no_ramp = rsv.head.get()\n", "lrl = rsv.lrl.get()\n", "\n", "fig = go.Figure()\n", "fig.add_trace(go.Scatter(x=level_no_ramp.index, y=level_no_ramp.values, name=\"Reservoir level\"))\n", "fig.add_trace(go.Scatter(x=level_no_ramp.index, y=[lrl]*len(level_no_ramp),name=\"LRL\",line = dict(color = 'rgb(0, 0, 0)', dash = 'dash')))\n", "\n", "fig.update_layout(title=\"Optimization without ramping constraints\", xaxis_title=\"Time\", yaxis_title=\"masl\")\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "b90b436a", "metadata": {}, "source": [ "## Adding complex ramping constraints\n", "Now we will add rolling and period ramping constraints to the reservoir level to limit how much the reservoir level can change over certain time windows. First, we create a new SHOP session:" ] }, { "cell_type": "code", "execution_count": 4, "id": "7c9ef360", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "shop = build_model()\n", "rsv = shop.model.reservoir[\"Reservoir1\"]\n", "\n", "res = shop.get_time_resolution()\n", "starttime = res[\"starttime\"]" ] }, { "cell_type": "markdown", "id": "3a62d508", "metadata": {}, "source": [ "The reservoir level will be constrained upwards by two *rolling* ramping constraints with different rolling window lengths. One has a 6 hour (360 min) rolling window and the other has a 12 hour (720 min) rolling time window. The ramping limits are 4 cm and 5 cm, respectively, and this limit is calculated upward from the *average* level in the rolling time windows. The appropriate attribute to use for these constraints is therefore [average_level_rolling_ramping_up](reservoir:average_level_rolling_ramping_up). This is an XYT attribute, which makes it possible to specify several rolling ramping constraints with different window sizes. An XY table (represented by a pd.Series object in the code below) is defined where the window sizes in minutes are the x-values and the corresponding ramping limits are the y-values. Since this is an XYT attribute the XY table is valid from the specified time stamp, which is the start time of the optimization in this case. The ramping limits don't change during the optimization horizon in this example, so a single XY table is used in the XYT. The [plant discharge example](plant-complex-ramping) shows how the XYT can be defined when the ramping limits change." ] }, { "cell_type": "code", "execution_count": 5, "id": "b3a6c5ce", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "rolling_window_sizes = [360, 720]\n", "ramping_limits = [0.04,0.05]\n", "average_rolling_ramping_up = pd.Series(ramping_limits, index = rolling_window_sizes, name=starttime)\n", "\n", "rsv.average_level_rolling_ramping_up.set([average_rolling_ramping_up])" ] }, { "cell_type": "markdown", "id": "b662ad59", "metadata": {}, "source": [ "For downwards ramping, a *period* ramping constraint with 10 hour (600 min) long periods is added. This periodic ramping constraint limits the change from the highest reservoir level in one period to the lowest reservoir level in the next period to 75 cm. Since the ramping is applied between extreme values, from max to min in downward ramping and from min to max in upward ramping, the constraint is called *limit* period ramping. The [limit_level_period_ramping_down](reservoir:limit_level_period_ramping_down) attribute is defined in a similar way to the rolling ramping constraints. It is possible to specify multiple period constraints with different period lengths, but a single period constraint is used in this example." ] }, { "cell_type": "code", "execution_count": 6, "id": "3b1c2a97", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "period_sizes = [600]\n", "ramping_limits = [0.75]\n", "limit_period_ramping_down = pd.Series(ramping_limits, index = period_sizes, name=starttime)\n", "\n", "rsv.limit_level_period_ramping_down.set([limit_period_ramping_down])" ] }, { "cell_type": "markdown", "id": "cfb1d014", "metadata": {}, "source": [ "The default behaviour in SHOP is to assume that the first fixed ramping period starts at the beginning of the optimization horizon. Since the ramping periods are 10 hours long and the optimization horizon is 24 hours, the four last hours of the optimization will therefore be part of an incomplete ramping period. No constraints will be built from the last full ramping period to the final ramping period if it is too short. However, it is also possible to specify an offset to signal that the first full ramping period should start after the start time of the optimization. This is done below with the SY attribute [limit_level_period_ramping_down_offset](reservoir:limit_level_period_ramping_down_offset) so that the 4 first hours are fractional instead of the last four:" ] }, { "cell_type": "code", "execution_count": 7, "id": "cdb20e31", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "offset = pd.Series(period_sizes, index = [starttime + pd.Timedelta(hours=4)])\n", "rsv.limit_level_period_ramping_down_offset.set(offset)" ] }, { "cell_type": "markdown", "id": "36699934", "metadata": {}, "source": [ "Historical reservoir level values should be supplied to SHOP when running with complex ramping constraints since both rolling and periodic constraints look backwards in time. Historical values will therefore allow SHOP to add proper ramping constraints for the first hours of the optimization, and can be defined using the TXY attribute [historical_level](reservoir:historical_level). \n", "\n", "For simplicity, hourly values for the first day before the optimization start time is used in this example. To cover all rolling ramping constraints in this example, it is sufficient to define historical reservoir levels that begin 12 hours before optimization start. Historical values must be defined for 16 hours before the optimization start time to properly initialize the periodic ramping constraints, 6 hours to complete the initial fractional period and another 10 hours to add a full and purely historical ramping period before that." ] }, { "cell_type": "code", "execution_count": 8, "id": "4a4a8b68", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "name": "Historical reservoir level", "type": "scatter", "x": [ "2022-12-31T00:00:00", "2022-12-31T01:00:00", "2022-12-31T02:00:00", "2022-12-31T03:00:00", "2022-12-31T04:00:00", "2022-12-31T05:00:00", "2022-12-31T06:00:00", "2022-12-31T07:00:00", "2022-12-31T08:00:00", "2022-12-31T09:00:00", "2022-12-31T10:00:00", "2022-12-31T11:00:00", "2022-12-31T12:00:00", "2022-12-31T13:00:00", "2022-12-31T14:00:00", "2022-12-31T15:00:00", "2022-12-31T16:00:00", "2022-12-31T17:00:00", "2022-12-31T18:00:00", "2022-12-31T19:00:00", "2022-12-31T20:00:00", "2022-12-31T21:00:00", "2022-12-31T22:00:00", "2022-12-31T23:00:00" ], "y": [ 94.73491180645591, 94.76296472408455, 94.75911266030985, 94.78902851673152, 94.8368903509548, 94.87389156577949, 94.90170724087447, 94.93496922542927, 94.8869910651733, 94.84570399514345, 94.80280760096323, 94.8453672647925, 94.8521717209019, 94.85506121287719, 94.88423371668546, 94.87257786856803, 94.91894414461814, 94.95812144469635, 94.95188016582262, 94.96646957712927, 94.95883505706317, 94.96332337536286, 94.97359971297003, 94.99511864960726 ] } ], "layout": { "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": "Historical reservoir level values" }, "xaxis": { "title": { "text": "Time" } }, "yaxis": { "title": { "text": "masl" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "np.random.seed(0)\n", "\n", "#We generate 24 historic hourly reservoir values by going on a random walk backwards from the start level 95 masl\n", "#Each value is within 5 cm of the previous one\n", "prev_level = 95\n", "level = []\n", "for i in range(24):\n", " l = prev_level + 0.05*(1-2*np.random.rand())\n", " level.append(l)\n", " prev_level = l\n", " \n", "#Flip values so that the oldest comes first\n", "level = level[::-1] \n", "t = [starttime - pd.Timedelta(hours=24-i) for i in range(24)]\n", "historical_level = pd.Series(level, index=t)\n", "\n", "rsv.historical_level.set(historical_level)\n", "\n", "fig = go.Figure()\n", "fig.add_trace(go.Scatter(x=historical_level.index, y=historical_level.values, name=\"Historical reservoir level\"))\n", "fig.update_layout(title=\"Historical reservoir level values\", xaxis_title=\"Time\", yaxis_title=\"masl\")\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "16ba7312", "metadata": {}, "source": [ "## Comparing results \n", "Now we can optimize and compare the optimization results to the initial SHOP run without ramping constraints." ] }, { "cell_type": "code", "execution_count": 9, "id": "142346ae", "metadata": { "Collapsed": "false" }, "outputs": [], "source": [ "run_model(shop)" ] }, { "cell_type": "markdown", "id": "b6ce7b08", "metadata": {}, "source": [ "As seen in the figure below, it is no longer possible to drain the reservoir without violating the ramping constraints. Note that the historical reservoir levels have been appended to the optimized reservoir level results." ] }, { "cell_type": "code", "execution_count": 10, "id": "462c852e", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "name": "With ramping", "type": "scatter", "x": [ "2022-12-31T00:00:00", "2022-12-31T00:01:00", "2022-12-31T00:02:00", "2022-12-31T00:03:00", "2022-12-31T00:04:00", "2022-12-31T00:05:00", "2022-12-31T00:06:00", "2022-12-31T00:07:00", "2022-12-31T00:08:00", "2022-12-31T00:09:00", "2022-12-31T00:10:00", "2022-12-31T00:11:00", "2022-12-31T00:12:00", "2022-12-31T00:13:00", "2022-12-31T00:14:00", "2022-12-31T00:15:00", "2022-12-31T00:16:00", "2022-12-31T00:17:00", "2022-12-31T00:18:00", "2022-12-31T00:19:00", "2022-12-31T00:20:00", "2022-12-31T00:21:00", "2022-12-31T00:22:00", "2022-12-31T00:23:00", "2022-12-31T00:24:00", "2022-12-31T00:25:00", "2022-12-31T00:26:00", "2022-12-31T00:27:00", "2022-12-31T00:28:00", "2022-12-31T00:29:00", "2022-12-31T00:30:00", "2022-12-31T00:31:00", "2022-12-31T00:32:00", "2022-12-31T00:33:00", "2022-12-31T00:34:00", "2022-12-31T00:35:00", "2022-12-31T00:36:00", "2022-12-31T00:37:00", "2022-12-31T00:38:00", "2022-12-31T00:39:00", "2022-12-31T00:40:00", "2022-12-31T00:41:00", "2022-12-31T00:42:00", "2022-12-31T00:43:00", "2022-12-31T00:44:00", "2022-12-31T00:45:00", "2022-12-31T00:46:00", "2022-12-31T00:47:00", "2022-12-31T00:48:00", "2022-12-31T00:49:00", "2022-12-31T00:50:00", "2022-12-31T00:51:00", "2022-12-31T00:52:00", "2022-12-31T00:53:00", "2022-12-31T00:54:00", "2022-12-31T00:55:00", "2022-12-31T00:56:00", "2022-12-31T00:57:00", "2022-12-31T00:58:00", "2022-12-31T00:59:00", "2022-12-31T01:00:00", "2022-12-31T01:01:00", "2022-12-31T01:02:00", "2022-12-31T01:03:00", "2022-12-31T01:04:00", "2022-12-31T01:05:00", "2022-12-31T01:06:00", "2022-12-31T01:07:00", "2022-12-31T01:08:00", "2022-12-31T01:09:00", "2022-12-31T01:10:00", "2022-12-31T01:11:00", "2022-12-31T01:12:00", "2022-12-31T01:13:00", "2022-12-31T01:14:00", "2022-12-31T01:15:00", "2022-12-31T01:16:00", "2022-12-31T01:17:00", "2022-12-31T01:18:00", "2022-12-31T01:19:00", "2022-12-31T01:20:00", "2022-12-31T01:21:00", "2022-12-31T01:22:00", "2022-12-31T01:23:00", "2022-12-31T01:24:00", "2022-12-31T01:25:00", "2022-12-31T01:26:00", "2022-12-31T01:27:00", "2022-12-31T01:28:00", "2022-12-31T01:29:00", "2022-12-31T01:30:00", "2022-12-31T01:31:00", "2022-12-31T01:32:00", "2022-12-31T01:33:00", "2022-12-31T01:34:00", "2022-12-31T01:35:00", "2022-12-31T01:36:00", "2022-12-31T01:37:00", "2022-12-31T01:38:00", "2022-12-31T01:39:00", "2022-12-31T01:40:00", "2022-12-31T01:41:00", "2022-12-31T01:42:00", "2022-12-31T01:43:00", "2022-12-31T01:44:00", "2022-12-31T01:45:00", "2022-12-31T01:46:00", "2022-12-31T01:47:00", "2022-12-31T01:48:00", "2022-12-31T01:49:00", "2022-12-31T01:50:00", "2022-12-31T01:51:00", "2022-12-31T01:52:00", "2022-12-31T01:53:00", "2022-12-31T01:54:00", "2022-12-31T01:55:00", "2022-12-31T01:56:00", "2022-12-31T01:57:00", "2022-12-31T01:58:00", "2022-12-31T01:59:00", "2022-12-31T02:00:00", "2022-12-31T02:01:00", "2022-12-31T02:02:00", "2022-12-31T02:03:00", "2022-12-31T02:04:00", "2022-12-31T02:05:00", "2022-12-31T02:06:00", "2022-12-31T02:07:00", "2022-12-31T02:08:00", "2022-12-31T02:09:00", "2022-12-31T02:10:00", "2022-12-31T02:11:00", "2022-12-31T02:12:00", "2022-12-31T02:13:00", "2022-12-31T02:14:00", "2022-12-31T02:15:00", "2022-12-31T02:16:00", "2022-12-31T02:17:00", "2022-12-31T02:18:00", "2022-12-31T02:19:00", "2022-12-31T02:20:00", "2022-12-31T02:21:00", "2022-12-31T02:22:00", "2022-12-31T02:23:00", "2022-12-31T02:24:00", "2022-12-31T02:25:00", "2022-12-31T02:26:00", "2022-12-31T02:27:00", "2022-12-31T02:28:00", "2022-12-31T02:29:00", "2022-12-31T02:30:00", "2022-12-31T02:31:00", "2022-12-31T02:32:00", "2022-12-31T02:33:00", "2022-12-31T02:34:00", "2022-12-31T02:35:00", "2022-12-31T02:36:00", "2022-12-31T02:37:00", "2022-12-31T02:38:00", "2022-12-31T02:39:00", "2022-12-31T02:40:00", "2022-12-31T02:41:00", "2022-12-31T02:42:00", "2022-12-31T02:43:00", "2022-12-31T02:44:00", "2022-12-31T02:45:00", "2022-12-31T02:46:00", "2022-12-31T02:47:00", "2022-12-31T02:48:00", "2022-12-31T02:49:00", "2022-12-31T02:50:00", "2022-12-31T02:51:00", "2022-12-31T02:52:00", "2022-12-31T02:53:00", "2022-12-31T02:54:00", "2022-12-31T02:55:00", "2022-12-31T02:56:00", "2022-12-31T02:57:00", "2022-12-31T02:58:00", "2022-12-31T02:59:00", "2022-12-31T03:00:00", "2022-12-31T03:01:00", "2022-12-31T03:02:00", "2022-12-31T03:03:00", "2022-12-31T03:04:00", "2022-12-31T03:05:00", "2022-12-31T03:06:00", "2022-12-31T03:07:00", "2022-12-31T03:08:00", "2022-12-31T03:09:00", "2022-12-31T03:10:00", "2022-12-31T03:11:00", "2022-12-31T03:12:00", "2022-12-31T03:13:00", "2022-12-31T03:14:00", "2022-12-31T03:15:00", "2022-12-31T03:16:00", "2022-12-31T03:17:00", "2022-12-31T03:18:00", "2022-12-31T03:19:00", "2022-12-31T03:20:00", "2022-12-31T03:21:00", "2022-12-31T03:22:00", "2022-12-31T03:23:00", "2022-12-31T03:24:00", "2022-12-31T03:25:00", "2022-12-31T03:26:00", "2022-12-31T03:27:00", "2022-12-31T03:28:00", "2022-12-31T03:29:00", "2022-12-31T03:30:00", "2022-12-31T03:31:00", "2022-12-31T03:32:00", "2022-12-31T03:33:00", "2022-12-31T03:34:00", "2022-12-31T03:35:00", "2022-12-31T03:36:00", "2022-12-31T03:37:00", "2022-12-31T03:38:00", "2022-12-31T03:39:00", "2022-12-31T03:40:00", "2022-12-31T03:41:00", "2022-12-31T03:42:00", "2022-12-31T03:43:00", "2022-12-31T03:44:00", "2022-12-31T03:45:00", "2022-12-31T03:46:00", "2022-12-31T03:47:00", "2022-12-31T03:48:00", "2022-12-31T03:49:00", "2022-12-31T03:50:00", "2022-12-31T03:51:00", "2022-12-31T03:52:00", "2022-12-31T03:53:00", "2022-12-31T03:54:00", "2022-12-31T03:55:00", "2022-12-31T03:56:00", "2022-12-31T03:57:00", "2022-12-31T03:58:00", "2022-12-31T03:59:00", "2022-12-31T04:00:00", "2022-12-31T04:01:00", "2022-12-31T04:02:00", "2022-12-31T04:03:00", "2022-12-31T04:04:00", "2022-12-31T04:05:00", "2022-12-31T04:06:00", "2022-12-31T04:07:00", "2022-12-31T04:08:00", "2022-12-31T04:09:00", "2022-12-31T04:10:00", "2022-12-31T04:11:00", "2022-12-31T04:12:00", "2022-12-31T04:13:00", "2022-12-31T04:14:00", "2022-12-31T04:15:00", "2022-12-31T04:16:00", "2022-12-31T04:17:00", "2022-12-31T04:18:00", "2022-12-31T04:19:00", "2022-12-31T04:20:00", "2022-12-31T04:21:00", "2022-12-31T04:22:00", "2022-12-31T04:23:00", "2022-12-31T04:24:00", "2022-12-31T04:25:00", "2022-12-31T04:26:00", "2022-12-31T04:27:00", "2022-12-31T04:28:00", "2022-12-31T04:29:00", "2022-12-31T04:30:00", "2022-12-31T04:31:00", "2022-12-31T04:32:00", "2022-12-31T04:33:00", "2022-12-31T04:34:00", "2022-12-31T04:35:00", "2022-12-31T04:36:00", "2022-12-31T04:37:00", "2022-12-31T04:38:00", "2022-12-31T04:39:00", "2022-12-31T04:40:00", "2022-12-31T04:41:00", "2022-12-31T04:42:00", "2022-12-31T04:43:00", "2022-12-31T04:44:00", "2022-12-31T04:45:00", "2022-12-31T04:46:00", "2022-12-31T04:47:00", "2022-12-31T04:48:00", "2022-12-31T04:49:00", "2022-12-31T04:50:00", "2022-12-31T04:51:00", "2022-12-31T04:52:00", "2022-12-31T04:53:00", "2022-12-31T04:54:00", "2022-12-31T04:55:00", "2022-12-31T04:56:00", "2022-12-31T04:57:00", "2022-12-31T04:58:00", "2022-12-31T04:59:00", "2022-12-31T05:00:00", "2022-12-31T05:01:00", "2022-12-31T05:02:00", "2022-12-31T05:03:00", "2022-12-31T05:04:00", "2022-12-31T05:05:00", "2022-12-31T05:06:00", "2022-12-31T05:07:00", "2022-12-31T05:08:00", "2022-12-31T05:09:00", "2022-12-31T05:10:00", "2022-12-31T05:11:00", "2022-12-31T05:12:00", "2022-12-31T05:13:00", "2022-12-31T05:14:00", "2022-12-31T05:15:00", "2022-12-31T05:16:00", "2022-12-31T05:17:00", "2022-12-31T05:18:00", "2022-12-31T05:19:00", "2022-12-31T05:20:00", "2022-12-31T05:21:00", "2022-12-31T05:22:00", "2022-12-31T05:23:00", "2022-12-31T05:24:00", "2022-12-31T05:25:00", "2022-12-31T05:26:00", "2022-12-31T05:27:00", "2022-12-31T05:28:00", "2022-12-31T05:29:00", "2022-12-31T05:30:00", "2022-12-31T05:31:00", "2022-12-31T05:32:00", "2022-12-31T05:33:00", "2022-12-31T05:34:00", "2022-12-31T05:35:00", "2022-12-31T05:36:00", "2022-12-31T05:37:00", "2022-12-31T05:38:00", "2022-12-31T05:39:00", "2022-12-31T05:40:00", "2022-12-31T05:41:00", "2022-12-31T05:42:00", "2022-12-31T05:43:00", "2022-12-31T05:44:00", "2022-12-31T05:45:00", "2022-12-31T05:46:00", "2022-12-31T05:47:00", "2022-12-31T05:48:00", "2022-12-31T05:49:00", "2022-12-31T05:50:00", "2022-12-31T05:51:00", "2022-12-31T05:52:00", "2022-12-31T05:53:00", "2022-12-31T05:54:00", "2022-12-31T05:55:00", "2022-12-31T05:56:00", "2022-12-31T05:57:00", "2022-12-31T05:58:00", "2022-12-31T05:59:00", "2022-12-31T06:00:00", "2022-12-31T06:01:00", "2022-12-31T06:02:00", "2022-12-31T06:03:00", "2022-12-31T06:04:00", "2022-12-31T06:05:00", "2022-12-31T06:06:00", "2022-12-31T06:07:00", "2022-12-31T06:08:00", "2022-12-31T06:09:00", "2022-12-31T06:10:00", "2022-12-31T06:11:00", "2022-12-31T06:12:00", "2022-12-31T06:13:00", "2022-12-31T06:14:00", "2022-12-31T06:15:00", "2022-12-31T06:16:00", "2022-12-31T06:17:00", "2022-12-31T06:18:00", "2022-12-31T06:19:00", "2022-12-31T06:20:00", "2022-12-31T06:21:00", "2022-12-31T06:22:00", "2022-12-31T06:23:00", "2022-12-31T06:24:00", "2022-12-31T06:25:00", "2022-12-31T06:26:00", "2022-12-31T06:27:00", "2022-12-31T06:28:00", "2022-12-31T06:29:00", "2022-12-31T06:30:00", "2022-12-31T06:31:00", "2022-12-31T06:32:00", "2022-12-31T06:33:00", "2022-12-31T06:34:00", "2022-12-31T06:35:00", "2022-12-31T06:36:00", "2022-12-31T06:37:00", "2022-12-31T06:38:00", "2022-12-31T06:39:00", "2022-12-31T06:40:00", "2022-12-31T06:41:00", "2022-12-31T06:42:00", "2022-12-31T06:43:00", "2022-12-31T06:44:00", "2022-12-31T06:45:00", "2022-12-31T06:46:00", "2022-12-31T06:47:00", "2022-12-31T06:48:00", "2022-12-31T06:49:00", "2022-12-31T06:50:00", "2022-12-31T06:51:00", "2022-12-31T06:52:00", "2022-12-31T06:53:00", "2022-12-31T06:54:00", "2022-12-31T06:55:00", "2022-12-31T06:56:00", "2022-12-31T06:57:00", "2022-12-31T06:58:00", "2022-12-31T06:59:00", "2022-12-31T07:00:00", "2022-12-31T07:01:00", "2022-12-31T07:02:00", "2022-12-31T07:03:00", "2022-12-31T07:04:00", "2022-12-31T07:05:00", "2022-12-31T07:06:00", "2022-12-31T07:07:00", "2022-12-31T07:08:00", "2022-12-31T07:09:00", "2022-12-31T07:10:00", "2022-12-31T07:11:00", "2022-12-31T07:12:00", "2022-12-31T07:13:00", "2022-12-31T07:14:00", "2022-12-31T07:15:00", "2022-12-31T07:16:00", "2022-12-31T07:17:00", "2022-12-31T07:18:00", "2022-12-31T07:19:00", "2022-12-31T07:20:00", "2022-12-31T07:21:00", "2022-12-31T07:22:00", "2022-12-31T07:23:00", "2022-12-31T07:24:00", "2022-12-31T07:25:00", "2022-12-31T07:26:00", "2022-12-31T07:27:00", "2022-12-31T07:28:00", "2022-12-31T07:29:00", "2022-12-31T07:30:00", "2022-12-31T07:31:00", "2022-12-31T07:32:00", "2022-12-31T07:33:00", "2022-12-31T07:34:00", "2022-12-31T07:35:00", "2022-12-31T07:36:00", "2022-12-31T07:37:00", "2022-12-31T07:38:00", "2022-12-31T07:39:00", "2022-12-31T07:40:00", "2022-12-31T07:41:00", "2022-12-31T07:42:00", "2022-12-31T07:43:00", "2022-12-31T07:44:00", "2022-12-31T07:45:00", "2022-12-31T07:46:00", "2022-12-31T07:47:00", "2022-12-31T07:48:00", "2022-12-31T07:49:00", "2022-12-31T07:50:00", "2022-12-31T07:51:00", "2022-12-31T07:52:00", "2022-12-31T07:53:00", "2022-12-31T07:54:00", "2022-12-31T07:55:00", "2022-12-31T07:56:00", "2022-12-31T07:57:00", "2022-12-31T07:58:00", "2022-12-31T07:59:00", "2022-12-31T08:00:00", "2022-12-31T08:01:00", "2022-12-31T08:02:00", "2022-12-31T08:03:00", "2022-12-31T08:04:00", "2022-12-31T08:05:00", "2022-12-31T08:06:00", "2022-12-31T08:07:00", "2022-12-31T08:08:00", "2022-12-31T08:09:00", "2022-12-31T08:10:00", "2022-12-31T08:11:00", "2022-12-31T08:12:00", "2022-12-31T08:13:00", "2022-12-31T08:14:00", "2022-12-31T08:15:00", "2022-12-31T08:16:00", "2022-12-31T08:17:00", "2022-12-31T08:18:00", "2022-12-31T08:19:00", "2022-12-31T08:20:00", "2022-12-31T08:21:00", "2022-12-31T08:22:00", "2022-12-31T08:23:00", "2022-12-31T08:24:00", "2022-12-31T08:25:00", "2022-12-31T08:26:00", "2022-12-31T08:27:00", "2022-12-31T08:28:00", "2022-12-31T08:29:00", "2022-12-31T08:30:00", "2022-12-31T08:31:00", "2022-12-31T08:32:00", "2022-12-31T08:33:00", "2022-12-31T08:34:00", "2022-12-31T08:35:00", "2022-12-31T08:36:00", "2022-12-31T08:37:00", "2022-12-31T08:38:00", "2022-12-31T08:39:00", "2022-12-31T08:40:00", "2022-12-31T08:41:00", "2022-12-31T08:42:00", "2022-12-31T08:43:00", "2022-12-31T08:44:00", "2022-12-31T08:45:00", "2022-12-31T08:46:00", "2022-12-31T08:47:00", "2022-12-31T08:48:00", "2022-12-31T08:49:00", "2022-12-31T08:50:00", "2022-12-31T08:51:00", "2022-12-31T08:52:00", "2022-12-31T08:53:00", "2022-12-31T08:54:00", "2022-12-31T08:55:00", "2022-12-31T08:56:00", "2022-12-31T08:57:00", "2022-12-31T08:58:00", "2022-12-31T08:59:00", "2022-12-31T09:00:00", "2022-12-31T09:01:00", "2022-12-31T09:02:00", "2022-12-31T09:03:00", "2022-12-31T09:04:00", "2022-12-31T09:05:00", "2022-12-31T09:06:00", "2022-12-31T09:07:00", "2022-12-31T09:08:00", "2022-12-31T09:09:00", "2022-12-31T09:10:00", "2022-12-31T09:11:00", "2022-12-31T09:12:00", "2022-12-31T09:13:00", "2022-12-31T09:14:00", "2022-12-31T09:15:00", "2022-12-31T09:16:00", "2022-12-31T09:17:00", "2022-12-31T09:18:00", "2022-12-31T09:19:00", "2022-12-31T09:20:00", "2022-12-31T09:21:00", "2022-12-31T09:22:00", "2022-12-31T09:23:00", "2022-12-31T09:24:00", "2022-12-31T09:25:00", "2022-12-31T09:26:00", "2022-12-31T09:27:00", "2022-12-31T09:28:00", "2022-12-31T09:29:00", "2022-12-31T09:30:00", "2022-12-31T09:31:00", "2022-12-31T09:32:00", "2022-12-31T09:33:00", "2022-12-31T09:34:00", "2022-12-31T09:35:00", "2022-12-31T09:36:00", "2022-12-31T09:37:00", "2022-12-31T09:38:00", "2022-12-31T09:39:00", "2022-12-31T09:40:00", "2022-12-31T09:41:00", "2022-12-31T09:42:00", "2022-12-31T09:43:00", "2022-12-31T09:44:00", "2022-12-31T09:45:00", "2022-12-31T09:46:00", "2022-12-31T09:47:00", "2022-12-31T09:48:00", "2022-12-31T09:49:00", "2022-12-31T09:50:00", "2022-12-31T09:51:00", "2022-12-31T09:52:00", "2022-12-31T09:53:00", "2022-12-31T09:54:00", "2022-12-31T09:55:00", "2022-12-31T09:56:00", "2022-12-31T09:57:00", "2022-12-31T09:58:00", "2022-12-31T09:59:00", "2022-12-31T10:00:00", "2022-12-31T10:01:00", "2022-12-31T10:02:00", "2022-12-31T10:03:00", "2022-12-31T10:04:00", "2022-12-31T10:05:00", "2022-12-31T10:06:00", "2022-12-31T10:07:00", "2022-12-31T10:08:00", "2022-12-31T10:09:00", "2022-12-31T10:10:00", "2022-12-31T10:11:00", "2022-12-31T10:12:00", "2022-12-31T10:13:00", "2022-12-31T10:14:00", "2022-12-31T10:15:00", "2022-12-31T10:16:00", "2022-12-31T10:17:00", "2022-12-31T10:18:00", "2022-12-31T10:19:00", "2022-12-31T10:20:00", "2022-12-31T10:21:00", "2022-12-31T10:22:00", "2022-12-31T10:23:00", "2022-12-31T10:24:00", "2022-12-31T10:25:00", "2022-12-31T10:26:00", "2022-12-31T10:27:00", "2022-12-31T10:28:00", "2022-12-31T10:29:00", "2022-12-31T10:30:00", "2022-12-31T10:31:00", "2022-12-31T10:32:00", "2022-12-31T10:33:00", "2022-12-31T10:34:00", "2022-12-31T10:35:00", "2022-12-31T10:36:00", "2022-12-31T10:37:00", "2022-12-31T10:38:00", "2022-12-31T10:39:00", "2022-12-31T10:40:00", "2022-12-31T10:41:00", "2022-12-31T10:42:00", "2022-12-31T10:43:00", "2022-12-31T10:44:00", "2022-12-31T10:45:00", "2022-12-31T10:46:00", "2022-12-31T10:47:00", "2022-12-31T10:48:00", "2022-12-31T10:49:00", "2022-12-31T10:50:00", "2022-12-31T10:51:00", "2022-12-31T10:52:00", "2022-12-31T10:53:00", "2022-12-31T10:54:00", "2022-12-31T10:55:00", "2022-12-31T10:56:00", "2022-12-31T10:57:00", "2022-12-31T10:58:00", "2022-12-31T10:59:00", "2022-12-31T11:00:00", "2022-12-31T11:01:00", "2022-12-31T11:02:00", "2022-12-31T11:03:00", "2022-12-31T11:04:00", "2022-12-31T11:05:00", "2022-12-31T11:06:00", "2022-12-31T11:07:00", "2022-12-31T11:08:00", "2022-12-31T11:09:00", "2022-12-31T11:10:00", "2022-12-31T11:11:00", "2022-12-31T11:12:00", "2022-12-31T11:13:00", "2022-12-31T11:14:00", "2022-12-31T11:15:00", "2022-12-31T11:16:00", "2022-12-31T11:17:00", "2022-12-31T11:18:00", "2022-12-31T11:19:00", "2022-12-31T11:20:00", "2022-12-31T11:21:00", "2022-12-31T11:22:00", "2022-12-31T11:23:00", "2022-12-31T11:24:00", "2022-12-31T11:25:00", "2022-12-31T11:26:00", "2022-12-31T11:27:00", "2022-12-31T11:28:00", "2022-12-31T11:29:00", "2022-12-31T11:30:00", "2022-12-31T11:31:00", "2022-12-31T11:32:00", "2022-12-31T11:33:00", "2022-12-31T11:34:00", "2022-12-31T11:35:00", "2022-12-31T11:36:00", "2022-12-31T11:37:00", "2022-12-31T11:38:00", "2022-12-31T11:39:00", "2022-12-31T11:40:00", "2022-12-31T11:41:00", "2022-12-31T11:42:00", "2022-12-31T11:43:00", "2022-12-31T11:44:00", "2022-12-31T11:45:00", "2022-12-31T11:46:00", "2022-12-31T11:47:00", "2022-12-31T11:48:00", "2022-12-31T11:49:00", "2022-12-31T11:50:00", "2022-12-31T11:51:00", "2022-12-31T11:52:00", "2022-12-31T11:53:00", "2022-12-31T11:54:00", "2022-12-31T11:55:00", "2022-12-31T11:56:00", "2022-12-31T11:57:00", "2022-12-31T11:58:00", "2022-12-31T11:59:00", "2022-12-31T12:00:00", "2022-12-31T12:01:00", "2022-12-31T12:02:00", "2022-12-31T12:03:00", "2022-12-31T12:04:00", "2022-12-31T12:05:00", "2022-12-31T12:06:00", "2022-12-31T12:07:00", "2022-12-31T12:08:00", "2022-12-31T12:09:00", "2022-12-31T12:10:00", "2022-12-31T12:11:00", "2022-12-31T12:12:00", "2022-12-31T12:13:00", "2022-12-31T12:14:00", "2022-12-31T12:15:00", "2022-12-31T12:16:00", "2022-12-31T12:17:00", "2022-12-31T12:18:00", "2022-12-31T12:19:00", "2022-12-31T12:20:00", "2022-12-31T12:21:00", "2022-12-31T12:22:00", "2022-12-31T12:23:00", "2022-12-31T12:24:00", "2022-12-31T12:25:00", "2022-12-31T12:26:00", "2022-12-31T12:27:00", "2022-12-31T12:28:00", "2022-12-31T12:29:00", "2022-12-31T12:30:00", "2022-12-31T12:31:00", "2022-12-31T12:32:00", "2022-12-31T12:33:00", "2022-12-31T12:34:00", "2022-12-31T12:35:00", "2022-12-31T12:36:00", "2022-12-31T12:37:00", "2022-12-31T12:38:00", "2022-12-31T12:39:00", "2022-12-31T12:40:00", "2022-12-31T12:41:00", "2022-12-31T12:42:00", "2022-12-31T12:43:00", "2022-12-31T12:44:00", "2022-12-31T12:45:00", "2022-12-31T12:46:00", "2022-12-31T12:47:00", "2022-12-31T12:48:00", "2022-12-31T12:49:00", "2022-12-31T12:50:00", "2022-12-31T12:51:00", "2022-12-31T12:52:00", "2022-12-31T12:53:00", "2022-12-31T12:54:00", "2022-12-31T12:55:00", "2022-12-31T12:56:00", "2022-12-31T12:57:00", "2022-12-31T12:58:00", "2022-12-31T12:59:00", "2022-12-31T13:00:00", "2022-12-31T13:01:00", "2022-12-31T13:02:00", "2022-12-31T13:03:00", "2022-12-31T13:04:00", "2022-12-31T13:05:00", "2022-12-31T13:06:00", "2022-12-31T13:07:00", "2022-12-31T13:08:00", "2022-12-31T13:09:00", "2022-12-31T13:10:00", "2022-12-31T13:11:00", "2022-12-31T13:12:00", "2022-12-31T13:13:00", "2022-12-31T13:14:00", "2022-12-31T13:15:00", "2022-12-31T13:16:00", "2022-12-31T13:17:00", "2022-12-31T13:18:00", "2022-12-31T13:19:00", "2022-12-31T13:20:00", "2022-12-31T13:21:00", "2022-12-31T13:22:00", "2022-12-31T13:23:00", "2022-12-31T13:24:00", "2022-12-31T13:25:00", "2022-12-31T13:26:00", "2022-12-31T13:27:00", "2022-12-31T13:28:00", "2022-12-31T13:29:00", "2022-12-31T13:30:00", "2022-12-31T13:31:00", "2022-12-31T13:32:00", "2022-12-31T13:33:00", "2022-12-31T13:34:00", "2022-12-31T13:35:00", "2022-12-31T13:36:00", "2022-12-31T13:37:00", "2022-12-31T13:38:00", "2022-12-31T13:39:00", "2022-12-31T13:40:00", "2022-12-31T13:41:00", "2022-12-31T13:42:00", "2022-12-31T13:43:00", "2022-12-31T13:44:00", "2022-12-31T13:45:00", "2022-12-31T13:46:00", "2022-12-31T13:47:00", "2022-12-31T13:48:00", "2022-12-31T13:49:00", "2022-12-31T13:50:00", "2022-12-31T13:51:00", "2022-12-31T13:52:00", "2022-12-31T13:53:00", "2022-12-31T13:54:00", "2022-12-31T13:55:00", "2022-12-31T13:56:00", "2022-12-31T13:57:00", "2022-12-31T13:58:00", "2022-12-31T13:59:00", "2022-12-31T14:00:00", "2022-12-31T14:01:00", "2022-12-31T14:02:00", "2022-12-31T14:03:00", "2022-12-31T14:04:00", "2022-12-31T14:05:00", "2022-12-31T14:06:00", "2022-12-31T14:07:00", "2022-12-31T14:08:00", "2022-12-31T14:09:00", "2022-12-31T14:10:00", "2022-12-31T14:11:00", "2022-12-31T14:12:00", "2022-12-31T14:13:00", "2022-12-31T14:14:00", "2022-12-31T14:15:00", "2022-12-31T14:16:00", "2022-12-31T14:17:00", "2022-12-31T14:18:00", "2022-12-31T14:19:00", "2022-12-31T14:20:00", "2022-12-31T14:21:00", "2022-12-31T14:22:00", "2022-12-31T14:23:00", "2022-12-31T14:24:00", "2022-12-31T14:25:00", "2022-12-31T14:26:00", "2022-12-31T14:27:00", "2022-12-31T14:28:00", "2022-12-31T14:29:00", "2022-12-31T14:30:00", "2022-12-31T14:31:00", "2022-12-31T14:32:00", "2022-12-31T14:33:00", "2022-12-31T14:34:00", "2022-12-31T14:35:00", "2022-12-31T14:36:00", "2022-12-31T14:37:00", "2022-12-31T14:38:00", "2022-12-31T14:39:00", "2022-12-31T14:40:00", "2022-12-31T14:41:00", "2022-12-31T14:42:00", "2022-12-31T14:43:00", "2022-12-31T14:44:00", "2022-12-31T14:45:00", "2022-12-31T14:46:00", "2022-12-31T14:47:00", "2022-12-31T14:48:00", "2022-12-31T14:49:00", "2022-12-31T14:50:00", "2022-12-31T14:51:00", "2022-12-31T14:52:00", "2022-12-31T14:53:00", "2022-12-31T14:54:00", "2022-12-31T14:55:00", "2022-12-31T14:56:00", "2022-12-31T14:57:00", "2022-12-31T14:58:00", "2022-12-31T14:59:00", "2022-12-31T15:00:00", "2022-12-31T15:01:00", "2022-12-31T15:02:00", "2022-12-31T15:03:00", "2022-12-31T15:04:00", "2022-12-31T15:05:00", "2022-12-31T15:06:00", "2022-12-31T15:07:00", "2022-12-31T15:08:00", "2022-12-31T15:09:00", "2022-12-31T15:10:00", "2022-12-31T15:11:00", "2022-12-31T15:12:00", "2022-12-31T15:13:00", "2022-12-31T15:14:00", "2022-12-31T15:15:00", "2022-12-31T15:16:00", "2022-12-31T15:17:00", "2022-12-31T15:18:00", "2022-12-31T15:19:00", "2022-12-31T15:20:00", "2022-12-31T15:21:00", "2022-12-31T15:22:00", "2022-12-31T15:23:00", "2022-12-31T15:24:00", "2022-12-31T15:25:00", "2022-12-31T15:26:00", "2022-12-31T15:27:00", "2022-12-31T15:28:00", "2022-12-31T15:29:00", "2022-12-31T15:30:00", "2022-12-31T15:31:00", "2022-12-31T15:32:00", "2022-12-31T15:33:00", "2022-12-31T15:34:00", "2022-12-31T15:35:00", "2022-12-31T15:36:00", "2022-12-31T15:37:00", "2022-12-31T15:38:00", "2022-12-31T15:39:00", "2022-12-31T15:40:00", "2022-12-31T15:41:00", "2022-12-31T15:42:00", "2022-12-31T15:43:00", "2022-12-31T15:44:00", "2022-12-31T15:45:00", "2022-12-31T15:46:00", "2022-12-31T15:47:00", "2022-12-31T15:48:00", "2022-12-31T15:49:00", "2022-12-31T15:50:00", "2022-12-31T15:51:00", "2022-12-31T15:52:00", "2022-12-31T15:53:00", "2022-12-31T15:54:00", "2022-12-31T15:55:00", "2022-12-31T15:56:00", "2022-12-31T15:57:00", "2022-12-31T15:58:00", "2022-12-31T15:59:00", "2022-12-31T16:00:00", "2022-12-31T16:01:00", "2022-12-31T16:02:00", "2022-12-31T16:03:00", "2022-12-31T16:04:00", "2022-12-31T16:05:00", "2022-12-31T16:06:00", "2022-12-31T16:07:00", "2022-12-31T16:08:00", "2022-12-31T16:09:00", "2022-12-31T16:10:00", "2022-12-31T16:11:00", "2022-12-31T16:12:00", "2022-12-31T16:13:00", "2022-12-31T16:14:00", "2022-12-31T16:15:00", "2022-12-31T16:16:00", "2022-12-31T16:17:00", "2022-12-31T16:18:00", "2022-12-31T16:19:00", "2022-12-31T16:20:00", "2022-12-31T16:21:00", "2022-12-31T16:22:00", "2022-12-31T16:23:00", "2022-12-31T16:24:00", "2022-12-31T16:25:00", "2022-12-31T16:26:00", "2022-12-31T16:27:00", "2022-12-31T16:28:00", "2022-12-31T16:29:00", "2022-12-31T16:30:00", "2022-12-31T16:31:00", "2022-12-31T16:32:00", "2022-12-31T16:33:00", "2022-12-31T16:34:00", "2022-12-31T16:35:00", "2022-12-31T16:36:00", "2022-12-31T16:37:00", "2022-12-31T16:38:00", "2022-12-31T16:39:00", "2022-12-31T16:40:00", "2022-12-31T16:41:00", "2022-12-31T16:42:00", "2022-12-31T16:43:00", "2022-12-31T16:44:00", "2022-12-31T16:45:00", "2022-12-31T16:46:00", "2022-12-31T16:47:00", "2022-12-31T16:48:00", "2022-12-31T16:49:00", "2022-12-31T16:50:00", "2022-12-31T16:51:00", "2022-12-31T16:52:00", "2022-12-31T16:53:00", "2022-12-31T16:54:00", "2022-12-31T16:55:00", "2022-12-31T16:56:00", "2022-12-31T16:57:00", "2022-12-31T16:58:00", "2022-12-31T16:59:00", "2022-12-31T17:00:00", "2022-12-31T17:01:00", "2022-12-31T17:02:00", "2022-12-31T17:03:00", "2022-12-31T17:04:00", "2022-12-31T17:05:00", "2022-12-31T17:06:00", "2022-12-31T17:07:00", "2022-12-31T17:08:00", "2022-12-31T17:09:00", "2022-12-31T17:10:00", "2022-12-31T17:11:00", "2022-12-31T17:12:00", "2022-12-31T17:13:00", "2022-12-31T17:14:00", "2022-12-31T17:15:00", "2022-12-31T17:16:00", "2022-12-31T17:17:00", "2022-12-31T17:18:00", "2022-12-31T17:19:00", "2022-12-31T17:20:00", "2022-12-31T17:21:00", "2022-12-31T17:22:00", "2022-12-31T17:23:00", "2022-12-31T17:24:00", "2022-12-31T17:25:00", "2022-12-31T17:26:00", "2022-12-31T17:27:00", "2022-12-31T17:28:00", "2022-12-31T17:29:00", "2022-12-31T17:30:00", "2022-12-31T17:31:00", "2022-12-31T17:32:00", "2022-12-31T17:33:00", "2022-12-31T17:34:00", "2022-12-31T17:35:00", "2022-12-31T17:36:00", "2022-12-31T17:37:00", "2022-12-31T17:38:00", "2022-12-31T17:39:00", "2022-12-31T17:40:00", "2022-12-31T17:41:00", "2022-12-31T17:42:00", "2022-12-31T17:43:00", "2022-12-31T17:44:00", "2022-12-31T17:45:00", "2022-12-31T17:46:00", "2022-12-31T17:47:00", "2022-12-31T17:48:00", "2022-12-31T17:49:00", "2022-12-31T17:50:00", "2022-12-31T17:51:00", "2022-12-31T17:52:00", "2022-12-31T17:53:00", "2022-12-31T17:54:00", "2022-12-31T17:55:00", "2022-12-31T17:56:00", "2022-12-31T17:57:00", "2022-12-31T17:58:00", "2022-12-31T17:59:00", "2022-12-31T18:00:00", "2022-12-31T18:01:00", "2022-12-31T18:02:00", "2022-12-31T18:03:00", "2022-12-31T18:04:00", "2022-12-31T18:05:00", "2022-12-31T18:06:00", "2022-12-31T18:07:00", "2022-12-31T18:08:00", "2022-12-31T18:09:00", "2022-12-31T18:10:00", "2022-12-31T18:11:00", "2022-12-31T18:12:00", "2022-12-31T18:13:00", "2022-12-31T18:14:00", "2022-12-31T18:15:00", "2022-12-31T18:16:00", "2022-12-31T18:17:00", "2022-12-31T18:18:00", "2022-12-31T18:19:00", "2022-12-31T18:20:00", "2022-12-31T18:21:00", "2022-12-31T18:22:00", "2022-12-31T18:23:00", "2022-12-31T18:24:00", "2022-12-31T18:25:00", "2022-12-31T18:26:00", "2022-12-31T18:27:00", "2022-12-31T18:28:00", "2022-12-31T18:29:00", "2022-12-31T18:30:00", "2022-12-31T18:31:00", "2022-12-31T18:32:00", "2022-12-31T18:33:00", "2022-12-31T18:34:00", "2022-12-31T18:35:00", "2022-12-31T18:36:00", "2022-12-31T18:37:00", "2022-12-31T18:38:00", "2022-12-31T18:39:00", "2022-12-31T18:40:00", "2022-12-31T18:41:00", "2022-12-31T18:42:00", "2022-12-31T18:43:00", "2022-12-31T18:44:00", "2022-12-31T18:45:00", "2022-12-31T18:46:00", "2022-12-31T18:47:00", "2022-12-31T18:48:00", "2022-12-31T18:49:00", "2022-12-31T18:50:00", "2022-12-31T18:51:00", "2022-12-31T18:52:00", "2022-12-31T18:53:00", "2022-12-31T18:54:00", "2022-12-31T18:55:00", "2022-12-31T18:56:00", "2022-12-31T18:57:00", "2022-12-31T18:58:00", "2022-12-31T18:59:00", "2022-12-31T19:00:00", "2022-12-31T19:01:00", "2022-12-31T19:02:00", "2022-12-31T19:03:00", "2022-12-31T19:04:00", "2022-12-31T19:05:00", "2022-12-31T19:06:00", "2022-12-31T19:07:00", "2022-12-31T19:08:00", "2022-12-31T19:09:00", "2022-12-31T19:10:00", "2022-12-31T19:11:00", "2022-12-31T19:12:00", "2022-12-31T19:13:00", "2022-12-31T19:14:00", "2022-12-31T19:15:00", "2022-12-31T19:16:00", "2022-12-31T19:17:00", "2022-12-31T19:18:00", "2022-12-31T19:19:00", "2022-12-31T19:20:00", "2022-12-31T19:21:00", "2022-12-31T19:22:00", "2022-12-31T19:23:00", "2022-12-31T19:24:00", "2022-12-31T19:25:00", "2022-12-31T19:26:00", "2022-12-31T19:27:00", "2022-12-31T19:28:00", "2022-12-31T19:29:00", "2022-12-31T19:30:00", "2022-12-31T19:31:00", "2022-12-31T19:32:00", "2022-12-31T19:33:00", "2022-12-31T19:34:00", "2022-12-31T19:35:00", "2022-12-31T19:36:00", "2022-12-31T19:37:00", "2022-12-31T19:38:00", "2022-12-31T19:39:00", "2022-12-31T19:40:00", "2022-12-31T19:41:00", "2022-12-31T19:42:00", "2022-12-31T19:43:00", "2022-12-31T19:44:00", "2022-12-31T19:45:00", "2022-12-31T19:46:00", "2022-12-31T19:47:00", "2022-12-31T19:48:00", "2022-12-31T19:49:00", "2022-12-31T19:50:00", "2022-12-31T19:51:00", "2022-12-31T19:52:00", "2022-12-31T19:53:00", "2022-12-31T19:54:00", "2022-12-31T19:55:00", "2022-12-31T19:56:00", "2022-12-31T19:57:00", "2022-12-31T19:58:00", "2022-12-31T19:59:00", "2022-12-31T20:00:00", "2022-12-31T20:01:00", "2022-12-31T20:02:00", "2022-12-31T20:03:00", "2022-12-31T20:04:00", "2022-12-31T20:05:00", "2022-12-31T20:06:00", "2022-12-31T20:07:00", "2022-12-31T20:08:00", "2022-12-31T20:09:00", "2022-12-31T20:10:00", "2022-12-31T20:11:00", "2022-12-31T20:12:00", "2022-12-31T20:13:00", "2022-12-31T20:14:00", "2022-12-31T20:15:00", "2022-12-31T20:16:00", "2022-12-31T20:17:00", "2022-12-31T20:18:00", "2022-12-31T20:19:00", "2022-12-31T20:20:00", "2022-12-31T20:21:00", "2022-12-31T20:22:00", "2022-12-31T20:23:00", "2022-12-31T20:24:00", "2022-12-31T20:25:00", "2022-12-31T20:26:00", "2022-12-31T20:27:00", "2022-12-31T20:28:00", "2022-12-31T20:29:00", "2022-12-31T20:30:00", "2022-12-31T20:31:00", "2022-12-31T20:32:00", "2022-12-31T20:33:00", "2022-12-31T20:34:00", "2022-12-31T20:35:00", "2022-12-31T20:36:00", "2022-12-31T20:37:00", "2022-12-31T20:38:00", "2022-12-31T20:39:00", "2022-12-31T20:40:00", "2022-12-31T20:41:00", "2022-12-31T20:42:00", "2022-12-31T20:43:00", "2022-12-31T20:44:00", "2022-12-31T20:45:00", "2022-12-31T20:46:00", "2022-12-31T20:47:00", "2022-12-31T20:48:00", "2022-12-31T20:49:00", "2022-12-31T20:50:00", "2022-12-31T20:51:00", "2022-12-31T20:52:00", "2022-12-31T20:53:00", "2022-12-31T20:54:00", "2022-12-31T20:55:00", "2022-12-31T20:56:00", "2022-12-31T20:57:00", "2022-12-31T20:58:00", "2022-12-31T20:59:00", "2022-12-31T21:00:00", "2022-12-31T21:01:00", "2022-12-31T21:02:00", "2022-12-31T21:03:00", "2022-12-31T21:04:00", "2022-12-31T21:05:00", "2022-12-31T21:06:00", "2022-12-31T21:07:00", "2022-12-31T21:08:00", "2022-12-31T21:09:00", "2022-12-31T21:10:00", "2022-12-31T21:11:00", "2022-12-31T21:12:00", "2022-12-31T21:13:00", "2022-12-31T21:14:00", "2022-12-31T21:15:00", "2022-12-31T21:16:00", "2022-12-31T21:17:00", "2022-12-31T21:18:00", "2022-12-31T21:19:00", "2022-12-31T21:20:00", "2022-12-31T21:21:00", "2022-12-31T21:22:00", "2022-12-31T21:23:00", "2022-12-31T21:24:00", "2022-12-31T21:25:00", "2022-12-31T21:26:00", "2022-12-31T21:27:00", "2022-12-31T21:28:00", "2022-12-31T21:29:00", "2022-12-31T21:30:00", "2022-12-31T21:31:00", "2022-12-31T21:32:00", "2022-12-31T21:33:00", "2022-12-31T21:34:00", "2022-12-31T21:35:00", "2022-12-31T21:36:00", "2022-12-31T21:37:00", "2022-12-31T21:38:00", "2022-12-31T21:39:00", "2022-12-31T21:40:00", "2022-12-31T21:41:00", "2022-12-31T21:42:00", "2022-12-31T21:43:00", "2022-12-31T21:44:00", "2022-12-31T21:45:00", "2022-12-31T21:46:00", "2022-12-31T21:47:00", "2022-12-31T21:48:00", "2022-12-31T21:49:00", "2022-12-31T21:50:00", "2022-12-31T21:51:00", "2022-12-31T21:52:00", "2022-12-31T21:53:00", "2022-12-31T21:54:00", "2022-12-31T21:55:00", "2022-12-31T21:56:00", "2022-12-31T21:57:00", "2022-12-31T21:58:00", "2022-12-31T21:59:00", "2022-12-31T22:00:00", "2022-12-31T22:01:00", "2022-12-31T22:02:00", "2022-12-31T22:03:00", "2022-12-31T22:04:00", "2022-12-31T22:05:00", "2022-12-31T22:06:00", "2022-12-31T22:07:00", "2022-12-31T22:08:00", "2022-12-31T22:09:00", "2022-12-31T22:10:00", "2022-12-31T22:11:00", "2022-12-31T22:12:00", "2022-12-31T22:13:00", "2022-12-31T22:14:00", "2022-12-31T22:15:00", "2022-12-31T22:16:00", "2022-12-31T22:17:00", "2022-12-31T22:18:00", "2022-12-31T22:19:00", "2022-12-31T22:20:00", "2022-12-31T22:21:00", "2022-12-31T22:22:00", "2022-12-31T22:23:00", "2022-12-31T22:24:00", "2022-12-31T22:25:00", "2022-12-31T22:26:00", "2022-12-31T22:27:00", "2022-12-31T22:28:00", "2022-12-31T22:29:00", "2022-12-31T22:30:00", "2022-12-31T22:31:00", "2022-12-31T22:32:00", "2022-12-31T22:33:00", "2022-12-31T22:34:00", "2022-12-31T22:35:00", "2022-12-31T22:36:00", "2022-12-31T22:37:00", "2022-12-31T22:38:00", "2022-12-31T22:39:00", "2022-12-31T22:40:00", "2022-12-31T22:41:00", "2022-12-31T22:42:00", "2022-12-31T22:43:00", "2022-12-31T22:44:00", "2022-12-31T22:45:00", "2022-12-31T22:46:00", "2022-12-31T22:47:00", "2022-12-31T22:48:00", "2022-12-31T22:49:00", "2022-12-31T22:50:00", "2022-12-31T22:51:00", "2022-12-31T22:52:00", "2022-12-31T22:53:00", "2022-12-31T22:54:00", "2022-12-31T22:55:00", "2022-12-31T22:56:00", "2022-12-31T22:57:00", "2022-12-31T22:58:00", "2022-12-31T22:59:00", "2022-12-31T23:00:00", "2022-12-31T23:01:00", "2022-12-31T23:02:00", "2022-12-31T23:03:00", "2022-12-31T23:04:00", "2022-12-31T23:05:00", "2022-12-31T23:06:00", "2022-12-31T23:07:00", "2022-12-31T23:08:00", "2022-12-31T23:09:00", "2022-12-31T23:10:00", "2022-12-31T23:11:00", "2022-12-31T23:12:00", "2022-12-31T23:13:00", "2022-12-31T23:14:00", "2022-12-31T23:15:00", "2022-12-31T23:16:00", "2022-12-31T23:17:00", "2022-12-31T23:18:00", "2022-12-31T23:19:00", "2022-12-31T23:20:00", "2022-12-31T23:21:00", "2022-12-31T23:22:00", "2022-12-31T23:23:00", "2022-12-31T23:24:00", "2022-12-31T23:25:00", "2022-12-31T23:26:00", "2022-12-31T23:27:00", "2022-12-31T23:28:00", "2022-12-31T23:29:00", "2022-12-31T23:30:00", "2022-12-31T23:31:00", "2022-12-31T23:32:00", "2022-12-31T23:33:00", "2022-12-31T23:34:00", "2022-12-31T23:35:00", "2022-12-31T23:36:00", "2022-12-31T23:37:00", "2022-12-31T23:38:00", "2022-12-31T23:39:00", "2022-12-31T23:40:00", "2022-12-31T23:41:00", "2022-12-31T23:42:00", "2022-12-31T23:43:00", "2022-12-31T23:44:00", "2022-12-31T23:45:00", "2022-12-31T23:46:00", "2022-12-31T23:47:00", "2022-12-31T23:48:00", "2022-12-31T23:49:00", "2022-12-31T23:50:00", "2022-12-31T23:51:00", "2022-12-31T23:52:00", "2022-12-31T23:53:00", "2022-12-31T23:54:00", "2022-12-31T23:55:00", "2022-12-31T23:56:00", "2022-12-31T23:57:00", "2022-12-31T23:58:00", "2022-12-31T23:59:00", "2023-01-01T00:00:00", "2023-01-01T00:01:00", "2023-01-01T00:02:00", "2023-01-01T00:03:00", "2023-01-01T00:04:00", "2023-01-01T00:05:00", "2023-01-01T00:06:00", "2023-01-01T00:07:00", "2023-01-01T00:08:00", "2023-01-01T00:09:00", "2023-01-01T00:10:00", "2023-01-01T00:11:00", "2023-01-01T00:12:00", "2023-01-01T00:13:00", "2023-01-01T00:14:00", "2023-01-01T00:15:00", "2023-01-01T00:16:00", "2023-01-01T00:17:00", "2023-01-01T00:18:00", "2023-01-01T00:19:00", "2023-01-01T00:20:00", "2023-01-01T00:21:00", "2023-01-01T00:22:00", "2023-01-01T00:23:00", "2023-01-01T00:24:00", "2023-01-01T00:25:00", "2023-01-01T00:26:00", "2023-01-01T00:27:00", "2023-01-01T00:28:00", "2023-01-01T00:29:00", "2023-01-01T00:30:00", "2023-01-01T00:31:00", "2023-01-01T00:32:00", "2023-01-01T00:33:00", "2023-01-01T00:34:00", "2023-01-01T00:35:00", "2023-01-01T00:36:00", "2023-01-01T00:37:00", "2023-01-01T00:38:00", "2023-01-01T00:39:00", "2023-01-01T00:40:00", "2023-01-01T00:41:00", "2023-01-01T00:42:00", "2023-01-01T00:43:00", "2023-01-01T00:44:00", "2023-01-01T00:45:00", "2023-01-01T00:46:00", "2023-01-01T00:47:00", "2023-01-01T00:48:00", "2023-01-01T00:49:00", "2023-01-01T00:50:00", "2023-01-01T00:51:00", "2023-01-01T00:52:00", "2023-01-01T00:53:00", "2023-01-01T00:54:00", "2023-01-01T00:55:00", "2023-01-01T00:56:00", "2023-01-01T00:57:00", "2023-01-01T00:58:00", "2023-01-01T00:59:00", "2023-01-01T01:00:00", "2023-01-01T01:01:00", "2023-01-01T01:02:00", "2023-01-01T01:03:00", "2023-01-01T01:04:00", "2023-01-01T01:05:00", "2023-01-01T01:06:00", "2023-01-01T01:07:00", "2023-01-01T01:08:00", "2023-01-01T01:09:00", "2023-01-01T01:10:00", "2023-01-01T01:11:00", "2023-01-01T01:12:00", "2023-01-01T01:13:00", "2023-01-01T01:14:00", "2023-01-01T01:15:00", "2023-01-01T01:16:00", "2023-01-01T01:17:00", "2023-01-01T01:18:00", "2023-01-01T01:19:00", "2023-01-01T01:20:00", "2023-01-01T01:21:00", "2023-01-01T01:22:00", "2023-01-01T01:23:00", "2023-01-01T01:24:00", "2023-01-01T01:25:00", "2023-01-01T01:26:00", "2023-01-01T01:27:00", "2023-01-01T01:28:00", "2023-01-01T01:29:00", "2023-01-01T01:30:00", "2023-01-01T01:31:00", "2023-01-01T01:32:00", "2023-01-01T01:33:00", "2023-01-01T01:34:00", "2023-01-01T01:35:00", "2023-01-01T01:36:00", "2023-01-01T01:37:00", "2023-01-01T01:38:00", "2023-01-01T01:39:00", "2023-01-01T01:40:00", "2023-01-01T01:41:00", "2023-01-01T01:42:00", "2023-01-01T01:43:00", "2023-01-01T01:44:00", "2023-01-01T01:45:00", "2023-01-01T01:46:00", "2023-01-01T01:47:00", "2023-01-01T01:48:00", "2023-01-01T01:49:00", "2023-01-01T01:50:00", "2023-01-01T01:51:00", "2023-01-01T01:52:00", "2023-01-01T01:53:00", "2023-01-01T01:54:00", "2023-01-01T01:55:00", "2023-01-01T01:56:00", "2023-01-01T01:57:00", "2023-01-01T01:58:00", "2023-01-01T01:59:00", "2023-01-01T02:00:00", "2023-01-01T02:01:00", "2023-01-01T02:02:00", "2023-01-01T02:03:00", "2023-01-01T02:04:00", "2023-01-01T02:05:00", "2023-01-01T02:06:00", "2023-01-01T02:07:00", "2023-01-01T02:08:00", "2023-01-01T02:09:00", "2023-01-01T02:10:00", "2023-01-01T02:11:00", "2023-01-01T02:12:00", "2023-01-01T02:13:00", "2023-01-01T02:14:00", "2023-01-01T02:15:00", "2023-01-01T02:16:00", "2023-01-01T02:17:00", "2023-01-01T02:18:00", "2023-01-01T02:19:00", "2023-01-01T02:20:00", "2023-01-01T02:21:00", "2023-01-01T02:22:00", "2023-01-01T02:23:00", "2023-01-01T02:24:00", "2023-01-01T02:25:00", "2023-01-01T02:26:00", "2023-01-01T02:27:00", "2023-01-01T02:28:00", "2023-01-01T02:29:00", "2023-01-01T02:30:00", "2023-01-01T02:31:00", "2023-01-01T02:32:00", "2023-01-01T02:33:00", "2023-01-01T02:34:00", "2023-01-01T02:35:00", "2023-01-01T02:36:00", "2023-01-01T02:37:00", "2023-01-01T02:38:00", "2023-01-01T02:39:00", "2023-01-01T02:40:00", "2023-01-01T02:41:00", "2023-01-01T02:42:00", "2023-01-01T02:43:00", "2023-01-01T02:44:00", "2023-01-01T02:45:00", "2023-01-01T02:46:00", "2023-01-01T02:47:00", "2023-01-01T02:48:00", "2023-01-01T02:49:00", "2023-01-01T02:50:00", "2023-01-01T02:51:00", "2023-01-01T02:52:00", "2023-01-01T02:53:00", "2023-01-01T02:54:00", "2023-01-01T02:55:00", "2023-01-01T02:56:00", "2023-01-01T02:57:00", "2023-01-01T02:58:00", "2023-01-01T02:59:00", "2023-01-01T03:00:00", "2023-01-01T03:01:00", "2023-01-01T03:02:00", "2023-01-01T03:03:00", "2023-01-01T03:04:00", "2023-01-01T03:05:00", "2023-01-01T03:06:00", "2023-01-01T03:07:00", "2023-01-01T03:08:00", "2023-01-01T03:09:00", "2023-01-01T03:10:00", "2023-01-01T03:11:00", "2023-01-01T03:12:00", "2023-01-01T03:13:00", "2023-01-01T03:14:00", "2023-01-01T03:15:00", "2023-01-01T03:16:00", "2023-01-01T03:17:00", "2023-01-01T03:18:00", "2023-01-01T03:19:00", "2023-01-01T03:20:00", "2023-01-01T03:21:00", "2023-01-01T03:22:00", "2023-01-01T03:23:00", "2023-01-01T03:24:00", "2023-01-01T03:25:00", "2023-01-01T03:26:00", "2023-01-01T03:27:00", "2023-01-01T03:28:00", "2023-01-01T03:29:00", "2023-01-01T03:30:00", "2023-01-01T03:31:00", "2023-01-01T03:32:00", "2023-01-01T03:33:00", "2023-01-01T03:34:00", "2023-01-01T03:35:00", "2023-01-01T03:36:00", "2023-01-01T03:37:00", "2023-01-01T03:38:00", "2023-01-01T03:39:00", "2023-01-01T03:40:00", "2023-01-01T03:41:00", "2023-01-01T03:42:00", "2023-01-01T03:43:00", "2023-01-01T03:44:00", "2023-01-01T03:45:00", "2023-01-01T03:46:00", "2023-01-01T03:47:00", "2023-01-01T03:48:00", "2023-01-01T03:49:00", "2023-01-01T03:50:00", "2023-01-01T03:51:00", "2023-01-01T03:52:00", "2023-01-01T03:53:00", "2023-01-01T03:54:00", "2023-01-01T03:55:00", "2023-01-01T03:56:00", "2023-01-01T03:57:00", "2023-01-01T03:58:00", "2023-01-01T03:59:00", "2023-01-01T04:00:00", "2023-01-01T04:01:00", "2023-01-01T04:02:00", "2023-01-01T04:03:00", "2023-01-01T04:04:00", "2023-01-01T04:05:00", "2023-01-01T04:06:00", "2023-01-01T04:07:00", "2023-01-01T04:08:00", "2023-01-01T04:09:00", "2023-01-01T04:10:00", "2023-01-01T04:11:00", "2023-01-01T04:12:00", "2023-01-01T04:13:00", "2023-01-01T04:14:00", "2023-01-01T04:15:00", "2023-01-01T04:16:00", "2023-01-01T04:17:00", "2023-01-01T04:18:00", "2023-01-01T04:19:00", "2023-01-01T04:20:00", "2023-01-01T04:21:00", "2023-01-01T04:22:00", "2023-01-01T04:23:00", "2023-01-01T04:24:00", "2023-01-01T04:25:00", "2023-01-01T04:26:00", "2023-01-01T04:27:00", "2023-01-01T04:28:00", "2023-01-01T04:29:00", "2023-01-01T04:30:00", "2023-01-01T04:31:00", "2023-01-01T04:32:00", "2023-01-01T04:33:00", "2023-01-01T04:34:00", "2023-01-01T04:35:00", "2023-01-01T04:36:00", "2023-01-01T04:37:00", "2023-01-01T04:38:00", "2023-01-01T04:39:00", "2023-01-01T04:40:00", "2023-01-01T04:41:00", "2023-01-01T04:42:00", "2023-01-01T04:43:00", "2023-01-01T04:44:00", "2023-01-01T04:45:00", "2023-01-01T04:46:00", "2023-01-01T04:47:00", "2023-01-01T04:48:00", "2023-01-01T04:49:00", "2023-01-01T04:50:00", "2023-01-01T04:51:00", "2023-01-01T04:52:00", "2023-01-01T04:53:00", "2023-01-01T04:54:00", "2023-01-01T04:55:00", "2023-01-01T04:56:00", "2023-01-01T04:57:00", "2023-01-01T04:58:00", "2023-01-01T04:59:00", "2023-01-01T05:00:00", "2023-01-01T05:01:00", "2023-01-01T05:02:00", "2023-01-01T05:03:00", "2023-01-01T05:04:00", "2023-01-01T05:05:00", "2023-01-01T05:06:00", "2023-01-01T05:07:00", "2023-01-01T05:08:00", "2023-01-01T05:09:00", "2023-01-01T05:10:00", "2023-01-01T05:11:00", "2023-01-01T05:12:00", "2023-01-01T05:13:00", "2023-01-01T05:14:00", "2023-01-01T05:15:00", "2023-01-01T05:16:00", "2023-01-01T05:17:00", "2023-01-01T05:18:00", "2023-01-01T05:19:00", "2023-01-01T05:20:00", "2023-01-01T05:21:00", "2023-01-01T05:22:00", "2023-01-01T05:23:00", "2023-01-01T05:24:00", "2023-01-01T05:25:00", "2023-01-01T05:26:00", "2023-01-01T05:27:00", "2023-01-01T05:28:00", "2023-01-01T05:29:00", "2023-01-01T05:30:00", "2023-01-01T05:31:00", "2023-01-01T05:32:00", "2023-01-01T05:33:00", "2023-01-01T05:34:00", "2023-01-01T05:35:00", "2023-01-01T05:36:00", "2023-01-01T05:37:00", "2023-01-01T05:38:00", "2023-01-01T05:39:00", "2023-01-01T05:40:00", "2023-01-01T05:41:00", "2023-01-01T05:42:00", "2023-01-01T05:43:00", "2023-01-01T05:44:00", "2023-01-01T05:45:00", "2023-01-01T05:46:00", "2023-01-01T05:47:00", "2023-01-01T05:48:00", "2023-01-01T05:49:00", "2023-01-01T05:50:00", "2023-01-01T05:51:00", "2023-01-01T05:52:00", "2023-01-01T05:53:00", "2023-01-01T05:54:00", "2023-01-01T05:55:00", "2023-01-01T05:56:00", "2023-01-01T05:57:00", "2023-01-01T05:58:00", "2023-01-01T05:59:00", "2023-01-01T06:00:00", "2023-01-01T06:01:00", "2023-01-01T06:02:00", "2023-01-01T06:03:00", "2023-01-01T06:04:00", "2023-01-01T06:05:00", "2023-01-01T06:06:00", "2023-01-01T06:07:00", "2023-01-01T06:08:00", "2023-01-01T06:09:00", "2023-01-01T06:10:00", "2023-01-01T06:11:00", "2023-01-01T06:12:00", "2023-01-01T06:13:00", "2023-01-01T06:14:00", "2023-01-01T06:15:00", "2023-01-01T06:16:00", "2023-01-01T06:17:00", "2023-01-01T06:18:00", "2023-01-01T06:19:00", "2023-01-01T06:20:00", "2023-01-01T06:21:00", "2023-01-01T06:22:00", "2023-01-01T06:23:00", "2023-01-01T06:24:00", "2023-01-01T06:25:00", "2023-01-01T06:26:00", "2023-01-01T06:27:00", "2023-01-01T06:28:00", "2023-01-01T06:29:00", "2023-01-01T06:30:00", "2023-01-01T06:31:00", "2023-01-01T06:32:00", "2023-01-01T06:33:00", "2023-01-01T06:34:00", "2023-01-01T06:35:00", "2023-01-01T06:36:00", "2023-01-01T06:37:00", "2023-01-01T06:38:00", "2023-01-01T06:39:00", "2023-01-01T06:40:00", "2023-01-01T06:41:00", "2023-01-01T06:42:00", "2023-01-01T06:43:00", "2023-01-01T06:44:00", "2023-01-01T06:45:00", "2023-01-01T06:46:00", "2023-01-01T06:47:00", "2023-01-01T06:48:00", "2023-01-01T06:49:00", "2023-01-01T06:50:00", "2023-01-01T06:51:00", "2023-01-01T06:52:00", "2023-01-01T06:53:00", "2023-01-01T06:54:00", "2023-01-01T06:55:00", "2023-01-01T06:56:00", "2023-01-01T06:57:00", "2023-01-01T06:58:00", "2023-01-01T06:59:00", "2023-01-01T07:00:00", "2023-01-01T07:01:00", "2023-01-01T07:02:00", "2023-01-01T07:03:00", "2023-01-01T07:04:00", "2023-01-01T07:05:00", "2023-01-01T07:06:00", "2023-01-01T07:07:00", "2023-01-01T07:08:00", "2023-01-01T07:09:00", "2023-01-01T07:10:00", "2023-01-01T07:11:00", "2023-01-01T07:12:00", "2023-01-01T07:13:00", "2023-01-01T07:14:00", "2023-01-01T07:15:00", "2023-01-01T07:16:00", "2023-01-01T07:17:00", "2023-01-01T07:18:00", "2023-01-01T07:19:00", "2023-01-01T07:20:00", "2023-01-01T07:21:00", "2023-01-01T07:22:00", "2023-01-01T07:23:00", "2023-01-01T07:24:00", "2023-01-01T07:25:00", "2023-01-01T07:26:00", "2023-01-01T07:27:00", "2023-01-01T07:28:00", "2023-01-01T07:29:00", "2023-01-01T07:30:00", "2023-01-01T07:31:00", "2023-01-01T07:32:00", "2023-01-01T07:33:00", "2023-01-01T07:34:00", "2023-01-01T07:35:00", "2023-01-01T07:36:00", "2023-01-01T07:37:00", "2023-01-01T07:38:00", "2023-01-01T07:39:00", "2023-01-01T07:40:00", "2023-01-01T07:41:00", "2023-01-01T07:42:00", "2023-01-01T07:43:00", "2023-01-01T07:44:00", "2023-01-01T07:45:00", "2023-01-01T07:46:00", "2023-01-01T07:47:00", "2023-01-01T07:48:00", "2023-01-01T07:49:00", "2023-01-01T07:50:00", "2023-01-01T07:51:00", "2023-01-01T07:52:00", "2023-01-01T07:53:00", "2023-01-01T07:54:00", "2023-01-01T07:55:00", "2023-01-01T07:56:00", "2023-01-01T07:57:00", "2023-01-01T07:58:00", "2023-01-01T07:59:00", "2023-01-01T08:00:00", "2023-01-01T08:01:00", "2023-01-01T08:02:00", "2023-01-01T08:03:00", "2023-01-01T08:04:00", "2023-01-01T08:05:00", "2023-01-01T08:06:00", "2023-01-01T08:07:00", "2023-01-01T08:08:00", "2023-01-01T08:09:00", "2023-01-01T08:10:00", "2023-01-01T08:11:00", "2023-01-01T08:12:00", "2023-01-01T08:13:00", "2023-01-01T08:14:00", "2023-01-01T08:15:00", "2023-01-01T08:16:00", "2023-01-01T08:17:00", "2023-01-01T08:18:00", "2023-01-01T08:19:00", "2023-01-01T08:20:00", "2023-01-01T08:21:00", "2023-01-01T08:22:00", "2023-01-01T08:23:00", "2023-01-01T08:24:00", "2023-01-01T08:25:00", "2023-01-01T08:26:00", "2023-01-01T08:27:00", "2023-01-01T08:28:00", "2023-01-01T08:29:00", "2023-01-01T08:30:00", "2023-01-01T08:31:00", "2023-01-01T08:32:00", "2023-01-01T08:33:00", "2023-01-01T08:34:00", "2023-01-01T08:35:00", "2023-01-01T08:36:00", "2023-01-01T08:37:00", "2023-01-01T08:38:00", "2023-01-01T08:39:00", "2023-01-01T08:40:00", "2023-01-01T08:41:00", "2023-01-01T08:42:00", "2023-01-01T08:43:00", "2023-01-01T08:44:00", "2023-01-01T08:45:00", "2023-01-01T08:46:00", "2023-01-01T08:47:00", "2023-01-01T08:48:00", "2023-01-01T08:49:00", "2023-01-01T08:50:00", "2023-01-01T08:51:00", "2023-01-01T08:52:00", "2023-01-01T08:53:00", "2023-01-01T08:54:00", "2023-01-01T08:55:00", "2023-01-01T08:56:00", "2023-01-01T08:57:00", "2023-01-01T08:58:00", "2023-01-01T08:59:00", "2023-01-01T09:00:00", "2023-01-01T09:01:00", "2023-01-01T09:02:00", "2023-01-01T09:03:00", "2023-01-01T09:04:00", "2023-01-01T09:05:00", "2023-01-01T09:06:00", "2023-01-01T09:07:00", "2023-01-01T09:08:00", "2023-01-01T09:09:00", "2023-01-01T09:10:00", "2023-01-01T09:11:00", "2023-01-01T09:12:00", "2023-01-01T09:13:00", "2023-01-01T09:14:00", "2023-01-01T09:15:00", "2023-01-01T09:16:00", "2023-01-01T09:17:00", "2023-01-01T09:18:00", "2023-01-01T09:19:00", "2023-01-01T09:20:00", "2023-01-01T09:21:00", "2023-01-01T09:22:00", "2023-01-01T09:23:00", "2023-01-01T09:24:00", "2023-01-01T09:25:00", "2023-01-01T09:26:00", "2023-01-01T09:27:00", "2023-01-01T09:28:00", "2023-01-01T09:29:00", "2023-01-01T09:30:00", "2023-01-01T09:31:00", "2023-01-01T09:32:00", "2023-01-01T09:33:00", "2023-01-01T09:34:00", "2023-01-01T09:35:00", "2023-01-01T09:36:00", "2023-01-01T09:37:00", "2023-01-01T09:38:00", "2023-01-01T09:39:00", "2023-01-01T09:40:00", "2023-01-01T09:41:00", "2023-01-01T09:42:00", "2023-01-01T09:43:00", "2023-01-01T09:44:00", "2023-01-01T09:45:00", "2023-01-01T09:46:00", "2023-01-01T09:47:00", "2023-01-01T09:48:00", "2023-01-01T09:49:00", "2023-01-01T09:50:00", "2023-01-01T09:51:00", "2023-01-01T09:52:00", "2023-01-01T09:53:00", "2023-01-01T09:54:00", "2023-01-01T09:55:00", "2023-01-01T09:56:00", "2023-01-01T09:57:00", "2023-01-01T09:58:00", "2023-01-01T09:59:00", "2023-01-01T10:00:00", "2023-01-01T10:01:00", "2023-01-01T10:02:00", "2023-01-01T10:03:00", "2023-01-01T10:04:00", "2023-01-01T10:05:00", "2023-01-01T10:06:00", "2023-01-01T10:07:00", "2023-01-01T10:08:00", "2023-01-01T10:09:00", "2023-01-01T10:10:00", "2023-01-01T10:11:00", "2023-01-01T10:12:00", "2023-01-01T10:13:00", "2023-01-01T10:14:00", "2023-01-01T10:15:00", "2023-01-01T10:16:00", "2023-01-01T10:17:00", "2023-01-01T10:18:00", "2023-01-01T10:19:00", "2023-01-01T10:20:00", "2023-01-01T10:21:00", "2023-01-01T10:22:00", "2023-01-01T10:23:00", "2023-01-01T10:24:00", "2023-01-01T10:25:00", "2023-01-01T10:26:00", "2023-01-01T10:27:00", "2023-01-01T10:28:00", "2023-01-01T10:29:00", "2023-01-01T10:30:00", "2023-01-01T10:31:00", "2023-01-01T10:32:00", "2023-01-01T10:33:00", "2023-01-01T10:34:00", "2023-01-01T10:35:00", "2023-01-01T10:36:00", "2023-01-01T10:37:00", "2023-01-01T10:38:00", "2023-01-01T10:39:00", "2023-01-01T10:40:00", "2023-01-01T10:41:00", "2023-01-01T10:42:00", "2023-01-01T10:43:00", "2023-01-01T10:44:00", "2023-01-01T10:45:00", "2023-01-01T10:46:00", "2023-01-01T10:47:00", "2023-01-01T10:48:00", "2023-01-01T10:49:00", "2023-01-01T10:50:00", "2023-01-01T10:51:00", "2023-01-01T10:52:00", "2023-01-01T10:53:00", "2023-01-01T10:54:00", "2023-01-01T10:55:00", "2023-01-01T10:56:00", "2023-01-01T10:57:00", "2023-01-01T10:58:00", "2023-01-01T10:59:00", "2023-01-01T11:00:00", "2023-01-01T11:01:00", "2023-01-01T11:02:00", "2023-01-01T11:03:00", "2023-01-01T11:04:00", "2023-01-01T11:05:00", "2023-01-01T11:06:00", "2023-01-01T11:07:00", "2023-01-01T11:08:00", "2023-01-01T11:09:00", "2023-01-01T11:10:00", "2023-01-01T11:11:00", "2023-01-01T11:12:00", "2023-01-01T11:13:00", "2023-01-01T11:14:00", "2023-01-01T11:15:00", "2023-01-01T11:16:00", "2023-01-01T11:17:00", "2023-01-01T11:18:00", "2023-01-01T11:19:00", "2023-01-01T11:20:00", "2023-01-01T11:21:00", "2023-01-01T11:22:00", "2023-01-01T11:23:00", "2023-01-01T11:24:00", "2023-01-01T11:25:00", "2023-01-01T11:26:00", "2023-01-01T11:27:00", "2023-01-01T11:28:00", "2023-01-01T11:29:00", "2023-01-01T11:30:00", "2023-01-01T11:31:00", "2023-01-01T11:32:00", "2023-01-01T11:33:00", "2023-01-01T11:34:00", "2023-01-01T11:35:00", "2023-01-01T11:36:00", "2023-01-01T11:37:00", "2023-01-01T11:38:00", "2023-01-01T11:39:00", "2023-01-01T11:40:00", "2023-01-01T11:41:00", "2023-01-01T11:42:00", "2023-01-01T11:43:00", "2023-01-01T11:44:00", "2023-01-01T11:45:00", "2023-01-01T11:46:00", "2023-01-01T11:47:00", "2023-01-01T11:48:00", "2023-01-01T11:49:00", "2023-01-01T11:50:00", "2023-01-01T11:51:00", "2023-01-01T11:52:00", "2023-01-01T11:53:00", "2023-01-01T11:54:00", "2023-01-01T11:55:00", "2023-01-01T11:56:00", "2023-01-01T11:57:00", "2023-01-01T11:58:00", "2023-01-01T11:59:00", "2023-01-01T12:00:00", "2023-01-01T12:01:00", "2023-01-01T12:02:00", "2023-01-01T12:03:00", "2023-01-01T12:04:00", "2023-01-01T12:05:00", "2023-01-01T12:06:00", "2023-01-01T12:07:00", "2023-01-01T12:08:00", "2023-01-01T12:09:00", "2023-01-01T12:10:00", "2023-01-01T12:11:00", "2023-01-01T12:12:00", "2023-01-01T12:13:00", "2023-01-01T12:14:00", "2023-01-01T12:15:00", "2023-01-01T12:16:00", "2023-01-01T12:17:00", "2023-01-01T12:18:00", "2023-01-01T12:19:00", "2023-01-01T12:20:00", "2023-01-01T12:21:00", "2023-01-01T12:22:00", "2023-01-01T12:23:00", "2023-01-01T12:24:00", "2023-01-01T12:25:00", "2023-01-01T12:26:00", "2023-01-01T12:27:00", "2023-01-01T12:28:00", "2023-01-01T12:29:00", "2023-01-01T12:30:00", "2023-01-01T12:31:00", "2023-01-01T12:32:00", "2023-01-01T12:33:00", "2023-01-01T12:34:00", "2023-01-01T12:35:00", "2023-01-01T12:36:00", "2023-01-01T12:37:00", "2023-01-01T12:38:00", "2023-01-01T12:39:00", "2023-01-01T12:40:00", "2023-01-01T12:41:00", "2023-01-01T12:42:00", "2023-01-01T12:43:00", "2023-01-01T12:44:00", "2023-01-01T12:45:00", "2023-01-01T12:46:00", "2023-01-01T12:47:00", "2023-01-01T12:48:00", "2023-01-01T12:49:00", "2023-01-01T12:50:00", "2023-01-01T12:51:00", "2023-01-01T12:52:00", "2023-01-01T12:53:00", "2023-01-01T12:54:00", "2023-01-01T12:55:00", "2023-01-01T12:56:00", "2023-01-01T12:57:00", "2023-01-01T12:58:00", "2023-01-01T12:59:00", "2023-01-01T13:00:00", "2023-01-01T13:01:00", "2023-01-01T13:02:00", "2023-01-01T13:03:00", "2023-01-01T13:04:00", "2023-01-01T13:05:00", "2023-01-01T13:06:00", "2023-01-01T13:07:00", "2023-01-01T13:08:00", "2023-01-01T13:09:00", "2023-01-01T13:10:00", "2023-01-01T13:11:00", "2023-01-01T13:12:00", "2023-01-01T13:13:00", "2023-01-01T13:14:00", "2023-01-01T13:15:00", "2023-01-01T13:16:00", "2023-01-01T13:17:00", "2023-01-01T13:18:00", "2023-01-01T13:19:00", "2023-01-01T13:20:00", "2023-01-01T13:21:00", "2023-01-01T13:22:00", "2023-01-01T13:23:00", "2023-01-01T13:24:00", "2023-01-01T13:25:00", "2023-01-01T13:26:00", "2023-01-01T13:27:00", "2023-01-01T13:28:00", "2023-01-01T13:29:00", "2023-01-01T13:30:00", "2023-01-01T13:31:00", "2023-01-01T13:32:00", "2023-01-01T13:33:00", "2023-01-01T13:34:00", "2023-01-01T13:35:00", "2023-01-01T13:36:00", "2023-01-01T13:37:00", "2023-01-01T13:38:00", "2023-01-01T13:39:00", "2023-01-01T13:40:00", "2023-01-01T13:41:00", "2023-01-01T13:42:00", "2023-01-01T13:43:00", "2023-01-01T13:44:00", "2023-01-01T13:45:00", "2023-01-01T13:46:00", "2023-01-01T13:47:00", "2023-01-01T13:48:00", "2023-01-01T13:49:00", "2023-01-01T13:50:00", "2023-01-01T13:51:00", "2023-01-01T13:52:00", "2023-01-01T13:53:00", "2023-01-01T13:54:00", "2023-01-01T13:55:00", "2023-01-01T13:56:00", "2023-01-01T13:57:00", "2023-01-01T13:58:00", "2023-01-01T13:59:00", "2023-01-01T14:00:00", "2023-01-01T14:01:00", "2023-01-01T14:02:00", "2023-01-01T14:03:00", "2023-01-01T14:04:00", "2023-01-01T14:05:00", "2023-01-01T14:06:00", "2023-01-01T14:07:00", "2023-01-01T14:08:00", "2023-01-01T14:09:00", "2023-01-01T14:10:00", "2023-01-01T14:11:00", "2023-01-01T14:12:00", "2023-01-01T14:13:00", "2023-01-01T14:14:00", "2023-01-01T14:15:00", "2023-01-01T14:16:00", "2023-01-01T14:17:00", "2023-01-01T14:18:00", "2023-01-01T14:19:00", "2023-01-01T14:20:00", "2023-01-01T14:21:00", "2023-01-01T14:22:00", "2023-01-01T14:23:00", "2023-01-01T14:24:00", "2023-01-01T14:25:00", "2023-01-01T14:26:00", "2023-01-01T14:27:00", "2023-01-01T14:28:00", "2023-01-01T14:29:00", "2023-01-01T14:30:00", "2023-01-01T14:31:00", "2023-01-01T14:32:00", "2023-01-01T14:33:00", "2023-01-01T14:34:00", "2023-01-01T14:35:00", "2023-01-01T14:36:00", "2023-01-01T14:37:00", "2023-01-01T14:38:00", "2023-01-01T14:39:00", "2023-01-01T14:40:00", "2023-01-01T14:41:00", "2023-01-01T14:42:00", "2023-01-01T14:43:00", "2023-01-01T14:44:00", "2023-01-01T14:45:00", "2023-01-01T14:46:00", "2023-01-01T14:47:00", "2023-01-01T14:48:00", "2023-01-01T14:49:00", "2023-01-01T14:50:00", "2023-01-01T14:51:00", "2023-01-01T14:52:00", "2023-01-01T14:53:00", "2023-01-01T14:54:00", "2023-01-01T14:55:00", "2023-01-01T14:56:00", "2023-01-01T14:57:00", "2023-01-01T14:58:00", "2023-01-01T14:59:00", "2023-01-01T15:00:00", "2023-01-01T15:01:00", "2023-01-01T15:02:00", "2023-01-01T15:03:00", "2023-01-01T15:04:00", "2023-01-01T15:05:00", "2023-01-01T15:06:00", "2023-01-01T15:07:00", "2023-01-01T15:08:00", "2023-01-01T15:09:00", "2023-01-01T15:10:00", "2023-01-01T15:11:00", "2023-01-01T15:12:00", "2023-01-01T15:13:00", "2023-01-01T15:14:00", "2023-01-01T15:15:00", "2023-01-01T15:16:00", "2023-01-01T15:17:00", "2023-01-01T15:18:00", "2023-01-01T15:19:00", "2023-01-01T15:20:00", "2023-01-01T15:21:00", "2023-01-01T15:22:00", "2023-01-01T15:23:00", "2023-01-01T15:24:00", "2023-01-01T15:25:00", "2023-01-01T15:26:00", "2023-01-01T15:27:00", "2023-01-01T15:28:00", "2023-01-01T15:29:00", "2023-01-01T15:30:00", "2023-01-01T15:31:00", "2023-01-01T15:32:00", "2023-01-01T15:33:00", "2023-01-01T15:34:00", "2023-01-01T15:35:00", "2023-01-01T15:36:00", "2023-01-01T15:37:00", "2023-01-01T15:38:00", "2023-01-01T15:39:00", "2023-01-01T15:40:00", "2023-01-01T15:41:00", "2023-01-01T15:42:00", "2023-01-01T15:43:00", "2023-01-01T15:44:00", "2023-01-01T15:45:00", "2023-01-01T15:46:00", "2023-01-01T15:47:00", "2023-01-01T15:48:00", "2023-01-01T15:49:00", "2023-01-01T15:50:00", "2023-01-01T15:51:00", "2023-01-01T15:52:00", "2023-01-01T15:53:00", "2023-01-01T15:54:00", "2023-01-01T15:55:00", "2023-01-01T15:56:00", "2023-01-01T15:57:00", "2023-01-01T15:58:00", "2023-01-01T15:59:00", "2023-01-01T16:00:00", "2023-01-01T16:01:00", "2023-01-01T16:02:00", "2023-01-01T16:03:00", "2023-01-01T16:04:00", "2023-01-01T16:05:00", "2023-01-01T16:06:00", "2023-01-01T16:07:00", "2023-01-01T16:08:00", "2023-01-01T16:09:00", "2023-01-01T16:10:00", "2023-01-01T16:11:00", "2023-01-01T16:12:00", "2023-01-01T16:13:00", "2023-01-01T16:14:00", "2023-01-01T16:15:00", "2023-01-01T16:16:00", "2023-01-01T16:17:00", "2023-01-01T16:18:00", "2023-01-01T16:19:00", "2023-01-01T16:20:00", "2023-01-01T16:21:00", "2023-01-01T16:22:00", "2023-01-01T16:23:00", "2023-01-01T16:24:00", "2023-01-01T16:25:00", "2023-01-01T16:26:00", "2023-01-01T16:27:00", "2023-01-01T16:28:00", "2023-01-01T16:29:00", "2023-01-01T16:30:00", "2023-01-01T16:31:00", "2023-01-01T16:32:00", "2023-01-01T16:33:00", "2023-01-01T16:34:00", "2023-01-01T16:35:00", "2023-01-01T16:36:00", "2023-01-01T16:37:00", "2023-01-01T16:38:00", "2023-01-01T16:39:00", "2023-01-01T16:40:00", "2023-01-01T16:41:00", "2023-01-01T16:42:00", "2023-01-01T16:43:00", "2023-01-01T16:44:00", "2023-01-01T16:45:00", "2023-01-01T16:46:00", "2023-01-01T16:47:00", "2023-01-01T16:48:00", "2023-01-01T16:49:00", "2023-01-01T16:50:00", "2023-01-01T16:51:00", "2023-01-01T16:52:00", "2023-01-01T16:53:00", "2023-01-01T16:54:00", "2023-01-01T16:55:00", "2023-01-01T16:56:00", "2023-01-01T16:57:00", "2023-01-01T16:58:00", "2023-01-01T16:59:00", "2023-01-01T17:00:00", "2023-01-01T17:01:00", "2023-01-01T17:02:00", "2023-01-01T17:03:00", "2023-01-01T17:04:00", "2023-01-01T17:05:00", "2023-01-01T17:06:00", "2023-01-01T17:07:00", "2023-01-01T17:08:00", "2023-01-01T17:09:00", "2023-01-01T17:10:00", "2023-01-01T17:11:00", "2023-01-01T17:12:00", "2023-01-01T17:13:00", "2023-01-01T17:14:00", "2023-01-01T17:15:00", "2023-01-01T17:16:00", "2023-01-01T17:17:00", "2023-01-01T17:18:00", "2023-01-01T17:19:00", "2023-01-01T17:20:00", "2023-01-01T17:21:00", "2023-01-01T17:22:00", "2023-01-01T17:23:00", "2023-01-01T17:24:00", "2023-01-01T17:25:00", "2023-01-01T17:26:00", "2023-01-01T17:27:00", "2023-01-01T17:28:00", "2023-01-01T17:29:00", "2023-01-01T17:30:00", "2023-01-01T17:31:00", "2023-01-01T17:32:00", "2023-01-01T17:33:00", "2023-01-01T17:34:00", "2023-01-01T17:35:00", "2023-01-01T17:36:00", "2023-01-01T17:37:00", "2023-01-01T17:38:00", "2023-01-01T17:39:00", "2023-01-01T17:40:00", "2023-01-01T17:41:00", "2023-01-01T17:42:00", "2023-01-01T17:43:00", "2023-01-01T17:44:00", "2023-01-01T17:45:00", "2023-01-01T17:46:00", "2023-01-01T17:47:00", "2023-01-01T17:48:00", "2023-01-01T17:49:00", "2023-01-01T17:50:00", "2023-01-01T17:51:00", "2023-01-01T17:52:00", "2023-01-01T17:53:00", "2023-01-01T17:54:00", "2023-01-01T17:55:00", "2023-01-01T17:56:00", "2023-01-01T17:57:00", "2023-01-01T17:58:00", "2023-01-01T17:59:00", "2023-01-01T18:00:00", "2023-01-01T18:01:00", "2023-01-01T18:02:00", "2023-01-01T18:03:00", "2023-01-01T18:04:00", "2023-01-01T18:05:00", "2023-01-01T18:06:00", "2023-01-01T18:07:00", "2023-01-01T18:08:00", "2023-01-01T18:09:00", "2023-01-01T18:10:00", "2023-01-01T18:11:00", "2023-01-01T18:12:00", "2023-01-01T18:13:00", "2023-01-01T18:14:00", "2023-01-01T18:15:00", "2023-01-01T18:16:00", "2023-01-01T18:17:00", "2023-01-01T18:18:00", "2023-01-01T18:19:00", "2023-01-01T18:20:00", "2023-01-01T18:21:00", "2023-01-01T18:22:00", "2023-01-01T18:23:00", "2023-01-01T18:24:00", "2023-01-01T18:25:00", "2023-01-01T18:26:00", "2023-01-01T18:27:00", "2023-01-01T18:28:00", "2023-01-01T18:29:00", "2023-01-01T18:30:00", "2023-01-01T18:31:00", "2023-01-01T18:32:00", "2023-01-01T18:33:00", "2023-01-01T18:34:00", "2023-01-01T18:35:00", "2023-01-01T18:36:00", "2023-01-01T18:37:00", "2023-01-01T18:38:00", "2023-01-01T18:39:00", "2023-01-01T18:40:00", "2023-01-01T18:41:00", "2023-01-01T18:42:00", "2023-01-01T18:43:00", "2023-01-01T18:44:00", "2023-01-01T18:45:00", "2023-01-01T18:46:00", "2023-01-01T18:47:00", "2023-01-01T18:48:00", "2023-01-01T18:49:00", "2023-01-01T18:50:00", "2023-01-01T18:51:00", "2023-01-01T18:52:00", "2023-01-01T18:53:00", "2023-01-01T18:54:00", "2023-01-01T18:55:00", "2023-01-01T18:56:00", "2023-01-01T18:57:00", "2023-01-01T18:58:00", "2023-01-01T18:59:00", "2023-01-01T19:00:00", "2023-01-01T19:01:00", "2023-01-01T19:02:00", "2023-01-01T19:03:00", "2023-01-01T19:04:00", "2023-01-01T19:05:00", "2023-01-01T19:06:00", "2023-01-01T19:07:00", "2023-01-01T19:08:00", "2023-01-01T19:09:00", "2023-01-01T19:10:00", "2023-01-01T19:11:00", "2023-01-01T19:12:00", "2023-01-01T19:13:00", "2023-01-01T19:14:00", "2023-01-01T19:15:00", "2023-01-01T19:16:00", "2023-01-01T19:17:00", "2023-01-01T19:18:00", "2023-01-01T19:19:00", "2023-01-01T19:20:00", "2023-01-01T19:21:00", "2023-01-01T19:22:00", "2023-01-01T19:23:00", "2023-01-01T19:24:00", "2023-01-01T19:25:00", "2023-01-01T19:26:00", "2023-01-01T19:27:00", "2023-01-01T19:28:00", "2023-01-01T19:29:00", "2023-01-01T19:30:00", "2023-01-01T19:31:00", "2023-01-01T19:32:00", "2023-01-01T19:33:00", "2023-01-01T19:34:00", "2023-01-01T19:35:00", "2023-01-01T19:36:00", "2023-01-01T19:37:00", "2023-01-01T19:38:00", "2023-01-01T19:39:00", "2023-01-01T19:40:00", "2023-01-01T19:41:00", "2023-01-01T19:42:00", "2023-01-01T19:43:00", "2023-01-01T19:44:00", "2023-01-01T19:45:00", "2023-01-01T19:46:00", "2023-01-01T19:47:00", "2023-01-01T19:48:00", "2023-01-01T19:49:00", "2023-01-01T19:50:00", "2023-01-01T19:51:00", "2023-01-01T19:52:00", "2023-01-01T19:53:00", "2023-01-01T19:54:00", "2023-01-01T19:55:00", "2023-01-01T19:56:00", "2023-01-01T19:57:00", "2023-01-01T19:58:00", "2023-01-01T19:59:00", "2023-01-01T20:00:00", "2023-01-01T20:01:00", "2023-01-01T20:02:00", "2023-01-01T20:03:00", "2023-01-01T20:04:00", "2023-01-01T20:05:00", "2023-01-01T20:06:00", "2023-01-01T20:07:00", "2023-01-01T20:08:00", "2023-01-01T20:09:00", "2023-01-01T20:10:00", "2023-01-01T20:11:00", "2023-01-01T20:12:00", "2023-01-01T20:13:00", "2023-01-01T20:14:00", "2023-01-01T20:15:00", "2023-01-01T20:16:00", "2023-01-01T20:17:00", "2023-01-01T20:18:00", "2023-01-01T20:19:00", "2023-01-01T20:20:00", "2023-01-01T20:21:00", "2023-01-01T20:22:00", "2023-01-01T20:23:00", "2023-01-01T20:24:00", "2023-01-01T20:25:00", "2023-01-01T20:26:00", "2023-01-01T20:27:00", "2023-01-01T20:28:00", "2023-01-01T20:29:00", "2023-01-01T20:30:00", "2023-01-01T20:31:00", "2023-01-01T20:32:00", "2023-01-01T20:33:00", "2023-01-01T20:34:00", "2023-01-01T20:35:00", "2023-01-01T20:36:00", "2023-01-01T20:37:00", "2023-01-01T20:38:00", "2023-01-01T20:39:00", "2023-01-01T20:40:00", "2023-01-01T20:41:00", "2023-01-01T20:42:00", "2023-01-01T20:43:00", "2023-01-01T20:44:00", "2023-01-01T20:45:00", "2023-01-01T20:46:00", "2023-01-01T20:47:00", "2023-01-01T20:48:00", "2023-01-01T20:49:00", "2023-01-01T20:50:00", "2023-01-01T20:51:00", "2023-01-01T20:52:00", "2023-01-01T20:53:00", "2023-01-01T20:54:00", "2023-01-01T20:55:00", "2023-01-01T20:56:00", "2023-01-01T20:57:00", "2023-01-01T20:58:00", "2023-01-01T20:59:00", "2023-01-01T21:00:00", "2023-01-01T21:01:00", "2023-01-01T21:02:00", "2023-01-01T21:03:00", "2023-01-01T21:04:00", "2023-01-01T21:05:00", "2023-01-01T21:06:00", "2023-01-01T21:07:00", "2023-01-01T21:08:00", "2023-01-01T21:09:00", "2023-01-01T21:10:00", "2023-01-01T21:11:00", "2023-01-01T21:12:00", "2023-01-01T21:13:00", "2023-01-01T21:14:00", "2023-01-01T21:15:00", "2023-01-01T21:16:00", "2023-01-01T21:17:00", "2023-01-01T21:18:00", "2023-01-01T21:19:00", "2023-01-01T21:20:00", "2023-01-01T21:21:00", "2023-01-01T21:22:00", "2023-01-01T21:23:00", "2023-01-01T21:24:00", "2023-01-01T21:25:00", "2023-01-01T21:26:00", "2023-01-01T21:27:00", "2023-01-01T21:28:00", "2023-01-01T21:29:00", "2023-01-01T21:30:00", "2023-01-01T21:31:00", "2023-01-01T21:32:00", "2023-01-01T21:33:00", "2023-01-01T21:34:00", "2023-01-01T21:35:00", "2023-01-01T21:36:00", "2023-01-01T21:37:00", "2023-01-01T21:38:00", "2023-01-01T21:39:00", "2023-01-01T21:40:00", "2023-01-01T21:41:00", "2023-01-01T21:42:00", "2023-01-01T21:43:00", "2023-01-01T21:44:00", "2023-01-01T21:45:00", "2023-01-01T21:46:00", "2023-01-01T21:47:00", "2023-01-01T21:48:00", "2023-01-01T21:49:00", "2023-01-01T21:50:00", "2023-01-01T21:51:00", "2023-01-01T21:52:00", "2023-01-01T21:53:00", "2023-01-01T21:54:00", "2023-01-01T21:55:00", "2023-01-01T21:56:00", "2023-01-01T21:57:00", "2023-01-01T21:58:00", "2023-01-01T21:59:00", "2023-01-01T22:00:00", "2023-01-01T22:01:00", "2023-01-01T22:02:00", "2023-01-01T22:03:00", "2023-01-01T22:04:00", "2023-01-01T22:05:00", "2023-01-01T22:06:00", "2023-01-01T22:07:00", "2023-01-01T22:08:00", "2023-01-01T22:09:00", "2023-01-01T22:10:00", "2023-01-01T22:11:00", "2023-01-01T22:12:00", "2023-01-01T22:13:00", "2023-01-01T22:14:00", "2023-01-01T22:15:00", "2023-01-01T22:16:00", "2023-01-01T22:17:00", "2023-01-01T22:18:00", "2023-01-01T22:19:00", "2023-01-01T22:20:00", "2023-01-01T22:21:00", "2023-01-01T22:22:00", "2023-01-01T22:23:00", "2023-01-01T22:24:00", "2023-01-01T22:25:00", "2023-01-01T22:26:00", "2023-01-01T22:27:00", "2023-01-01T22:28:00", "2023-01-01T22:29:00", "2023-01-01T22:30:00", "2023-01-01T22:31:00", "2023-01-01T22:32:00", "2023-01-01T22:33:00", "2023-01-01T22:34:00", "2023-01-01T22:35:00", "2023-01-01T22:36:00", "2023-01-01T22:37:00", "2023-01-01T22:38:00", "2023-01-01T22:39:00", "2023-01-01T22:40:00", "2023-01-01T22:41:00", "2023-01-01T22:42:00", "2023-01-01T22:43:00", "2023-01-01T22:44:00", "2023-01-01T22:45:00", "2023-01-01T22:46:00", "2023-01-01T22:47:00", "2023-01-01T22:48:00", "2023-01-01T22:49:00", "2023-01-01T22:50:00", "2023-01-01T22:51:00", "2023-01-01T22:52:00", "2023-01-01T22:53:00", "2023-01-01T22:54:00", "2023-01-01T22:55:00", "2023-01-01T22:56:00", "2023-01-01T22:57:00", "2023-01-01T22:58:00", "2023-01-01T22:59:00", "2023-01-01T23:00:00", "2023-01-01T23:01:00", "2023-01-01T23:02:00", "2023-01-01T23:03:00", "2023-01-01T23:04:00", "2023-01-01T23:05:00", "2023-01-01T23:06:00", "2023-01-01T23:07:00", "2023-01-01T23:08:00", "2023-01-01T23:09:00", "2023-01-01T23:10:00", "2023-01-01T23:11:00", "2023-01-01T23:12:00", "2023-01-01T23:13:00", "2023-01-01T23:14:00", "2023-01-01T23:15:00", "2023-01-01T23:16:00", "2023-01-01T23:17:00", "2023-01-01T23:18:00", "2023-01-01T23:19:00", "2023-01-01T23:20:00", "2023-01-01T23:21:00", "2023-01-01T23:22:00", "2023-01-01T23:23:00", "2023-01-01T23:24:00", "2023-01-01T23:25:00", "2023-01-01T23:26:00", "2023-01-01T23:27:00", "2023-01-01T23:28:00", "2023-01-01T23:29:00", "2023-01-01T23:30:00", "2023-01-01T23:31:00", "2023-01-01T23:32:00", "2023-01-01T23:33:00", "2023-01-01T23:34:00", "2023-01-01T23:35:00", "2023-01-01T23:36:00", "2023-01-01T23:37:00", "2023-01-01T23:38:00", "2023-01-01T23:39:00", "2023-01-01T23:40:00", "2023-01-01T23:41:00", "2023-01-01T23:42:00", "2023-01-01T23:43:00", "2023-01-01T23:44:00", "2023-01-01T23:45:00", "2023-01-01T23:46:00", "2023-01-01T23:47:00", "2023-01-01T23:48:00", "2023-01-01T23:49:00", "2023-01-01T23:50:00", "2023-01-01T23:51:00", "2023-01-01T23:52:00", "2023-01-01T23:53:00", "2023-01-01T23:54:00", "2023-01-01T23:55:00", "2023-01-01T23:56:00", "2023-01-01T23:57:00", "2023-01-01T23:58:00", "2023-01-01T23:59:00", "2023-01-02T00:00:00" ], "y": [ 94.73491180645591, 94.73537935508305, 94.7358469037102, 94.73631445233734, 94.73678200096448, 94.73724954959164, 94.73771709821878, 94.73818464684592, 94.73865219547307, 94.73911974410021, 94.73958729272735, 94.74005484135449, 94.74052238998163, 94.74098993860879, 94.74145748723593, 94.74192503586308, 94.74239258449022, 94.74286013311736, 94.7433276817445, 94.74379523037165, 94.74426277899879, 94.74473032762593, 94.74519787625309, 94.74566542488023, 94.74613297350737, 94.74660052213451, 94.74706807076166, 94.7475356193888, 94.74800316801594, 94.74847071664308, 94.74893826527023, 94.74940581389738, 94.74987336252453, 94.75034091115167, 94.75080845977881, 94.75127600840595, 94.7517435570331, 94.75221110566024, 94.75267865428738, 94.75314620291454, 94.75361375154168, 94.75408130016882, 94.75454884879596, 94.7550163974231, 94.75548394605025, 94.75595149467739, 94.75641904330453, 94.75688659193167, 94.75735414055883, 94.75782168918597, 94.75828923781312, 94.75875678644026, 94.7592243350674, 94.75969188369454, 94.76015943232169, 94.76062698094883, 94.76109452957598, 94.76156207820313, 94.76202962683027, 94.76249717545741, 94.76296472408455, 94.76290052302164, 94.76283632195873, 94.76277212089582, 94.7627079198329, 94.76264371877, 94.76257951770708, 94.76251531664417, 94.76245111558126, 94.76238691451834, 94.76232271345543, 94.76225851239252, 94.76219431132961, 94.7621301102667, 94.76206590920378, 94.76200170814089, 94.76193750707797, 94.76187330601506, 94.76180910495215, 94.76174490388924, 94.76168070282633, 94.76161650176341, 94.7615523007005, 94.76148809963759, 94.76142389857468, 94.76135969751176, 94.76129549644885, 94.76123129538594, 94.76116709432303, 94.76110289326012, 94.7610386921972, 94.76097449113429, 94.76091029007138, 94.76084608900847, 94.76078188794556, 94.76071768688264, 94.76065348581973, 94.76058928475682, 94.7605250836939, 94.760460882631, 94.76039668156808, 94.76033248050517, 94.76026827944226, 94.76020407837935, 94.76013987731643, 94.76007567625354, 94.76001147519062, 94.75994727412771, 94.7598830730648, 94.75981887200189, 94.75975467093897, 94.75969046987606, 94.75962626881315, 94.75956206775024, 94.75949786668733, 94.75943366562441, 94.7593694645615, 94.75930526349859, 94.75924106243568, 94.75917686137277, 94.75911266030985, 94.75961125791689, 94.76010985552391, 94.76060845313094, 94.76110705073796, 94.761605648345, 94.76210424595202, 94.76260284355905, 94.76310144116607, 94.7636000387731, 94.76409863638013, 94.76459723398716, 94.76509583159418, 94.76559442920122, 94.76609302680824, 94.76659162441527, 94.7670902220223, 94.76758881962932, 94.76808741723636, 94.76858601484338, 94.76908461245041, 94.76958321005743, 94.77008180766447, 94.77058040527149, 94.77107900287852, 94.77157760048554, 94.77207619809258, 94.7725747956996, 94.77307339330663, 94.77357199091365, 94.77407058852069, 94.77456918612772, 94.77506778373474, 94.77556638134178, 94.7760649789488, 94.77656357655583, 94.77706217416285, 94.77756077176988, 94.7780593693769, 94.77855796698394, 94.77905656459096, 94.779555162198, 94.78005375980501, 94.78055235741205, 94.78105095501907, 94.7815495526261, 94.78204815023314, 94.78254674784016, 94.78304534544719, 94.78354394305421, 94.78404254066125, 94.78454113826827, 94.7850397358753, 94.78553833348232, 94.78603693108936, 94.78653552869638, 94.78703412630341, 94.78753272391043, 94.78803132151747, 94.78852991912449, 94.78902851673152, 94.78982621396858, 94.79062391120563, 94.79142160844269, 94.79221930567974, 94.7930170029168, 94.79381470015385, 94.7946123973909, 94.79541009462795, 94.79620779186502, 94.79700548910206, 94.79780318633912, 94.79860088357617, 94.79939858081323, 94.80019627805028, 94.80099397528734, 94.8017916725244, 94.80258936976145, 94.80338706699851, 94.80418476423556, 94.80498246147262, 94.80578015870967, 94.80657785594673, 94.80737555318377, 94.80817325042084, 94.80897094765788, 94.80976864489494, 94.81056634213199, 94.81136403936905, 94.8121617366061, 94.81295943384316, 94.81375713108022, 94.81455482831727, 94.81535252555433, 94.81615022279138, 94.81694792002844, 94.81774561726549, 94.81854331450255, 94.8193410117396, 94.82013870897666, 94.8209364062137, 94.82173410345077, 94.82253180068781, 94.82332949792487, 94.82412719516192, 94.82492489239898, 94.82572258963604, 94.82652028687309, 94.82731798411015, 94.8281156813472, 94.82891337858426, 94.82971107582131, 94.83050877305837, 94.83130647029542, 94.83210416753248, 94.83290186476952, 94.83369956200659, 94.83449725924363, 94.8352949564807, 94.83609265371774, 94.8368903509548, 94.83750703786855, 94.83812372478229, 94.83874041169604, 94.83935709860978, 94.83997378552353, 94.84059047243727, 94.84120715935101, 94.84182384626476, 94.8424405331785, 94.84305722009225, 94.84367390700599, 94.84429059391974, 94.84490728083348, 94.84552396774723, 94.84614065466097, 94.84675734157472, 94.84737402848846, 94.8479907154022, 94.84860740231595, 94.8492240892297, 94.84984077614344, 94.85045746305718, 94.85107414997093, 94.85169083688467, 94.85230752379842, 94.85292421071216, 94.8535408976259, 94.85415758453965, 94.8547742714534, 94.85539095836714, 94.8560076452809, 94.85662433219464, 94.85724101910839, 94.85785770602213, 94.85847439293588, 94.85909107984962, 94.85970776676336, 94.86032445367711, 94.86094114059085, 94.8615578275046, 94.86217451441834, 94.86279120133209, 94.86340788824583, 94.86402457515958, 94.86464126207332, 94.86525794898706, 94.86587463590081, 94.86649132281455, 94.8671080097283, 94.86772469664204, 94.86834138355579, 94.86895807046953, 94.86957475738328, 94.87019144429702, 94.87080813121077, 94.87142481812451, 94.87204150503825, 94.872658191952, 94.87327487886574, 94.87389156577949, 94.8743551603644, 94.87481875494932, 94.87528234953423, 94.87574594411916, 94.87620953870407, 94.87667313328899, 94.8771367278739, 94.87760032245882, 94.87806391704373, 94.87852751162865, 94.87899110621356, 94.87945470079849, 94.8799182953834, 94.88038188996832, 94.88084548455323, 94.88130907913815, 94.88177267372306, 94.88223626830798, 94.8826998628929, 94.88316345747782, 94.88362705206274, 94.88409064664765, 94.88455424123256, 94.88501783581748, 94.8854814304024, 94.88594502498731, 94.88640861957224, 94.88687221415715, 94.88733580874207, 94.88779940332698, 94.8882629979119, 94.88872659249681, 94.88919018708172, 94.88965378166665, 94.89011737625157, 94.89058097083648, 94.8910445654214, 94.89150816000631, 94.89197175459122, 94.89243534917614, 94.89289894376105, 94.89336253834598, 94.8938261329309, 94.89428972751581, 94.89475332210073, 94.89521691668564, 94.89568051127056, 94.89614410585547, 94.8966077004404, 94.89707129502531, 94.89753488961023, 94.89799848419514, 94.89846207878006, 94.89892567336497, 94.89938926794989, 94.8998528625348, 94.90031645711973, 94.90078005170464, 94.90124364628956, 94.90170724087447, 94.90226160728372, 94.90281597369297, 94.90337034010221, 94.90392470651146, 94.90447907292071, 94.90503343932996, 94.9055878057392, 94.90614217214845, 94.9066965385577, 94.90725090496694, 94.90780527137619, 94.90835963778544, 94.90891400419468, 94.90946837060393, 94.91002273701318, 94.91057710342241, 94.91113146983166, 94.9116858362409, 94.91224020265015, 94.9127945690594, 94.91334893546865, 94.9139033018779, 94.91445766828714, 94.91501203469639, 94.91556640110564, 94.91612076751488, 94.91667513392413, 94.91722950033338, 94.91778386674262, 94.91833823315187, 94.91889259956112, 94.91944696597037, 94.92000133237961, 94.92055569878886, 94.9211100651981, 94.92166443160735, 94.9222187980166, 94.92277316442585, 94.9233275308351, 94.92388189724434, 94.92443626365359, 94.92499063006284, 94.92554499647208, 94.92609936288133, 94.92665372929056, 94.92720809569981, 94.92776246210906, 94.9283168285183, 94.92887119492755, 94.9294255613368, 94.92997992774605, 94.9305342941553, 94.93108866056454, 94.93164302697379, 94.93219739338303, 94.93275175979228, 94.93330612620153, 94.93386049261078, 94.93441485902002, 94.93496922542927, 94.93416958942501, 94.93336995342074, 94.93257031741648, 94.9317706814122, 94.93097104540794, 94.93017140940367, 94.92937177339941, 94.92857213739514, 94.92777250139088, 94.9269728653866, 94.92617322938234, 94.92537359337808, 94.92457395737381, 94.92377432136955, 94.92297468536528, 94.92217504936102, 94.92137541335674, 94.92057577735248, 94.91977614134821, 94.91897650534395, 94.91817686933969, 94.91737723333542, 94.91657759733116, 94.91577796132688, 94.91497832532262, 94.91417868931835, 94.91337905331409, 94.91257941730981, 94.91177978130555, 94.9109801453013, 94.91018050929702, 94.90938087329276, 94.90858123728849, 94.90778160128423, 94.90698196527995, 94.9061823292757, 94.90538269327142, 94.90458305726716, 94.90378342126289, 94.90298378525863, 94.90218414925437, 94.9013845132501, 94.90058487724583, 94.89978524124156, 94.8989856052373, 94.89818596923303, 94.89738633322877, 94.89658669722449, 94.89578706122023, 94.89498742521596, 94.8941877892117, 94.89338815320744, 94.89258851720317, 94.8917888811989, 94.89098924519463, 94.89018960919037, 94.8893899731861, 94.88859033718184, 94.88779070117756, 94.8869910651733, 94.88630294733947, 94.88561482950564, 94.88492671167181, 94.88423859383798, 94.88355047600415, 94.88286235817031, 94.88217424033648, 94.88148612250266, 94.88079800466883, 94.880109886835, 94.87942176900117, 94.87873365116734, 94.8780455333335, 94.87735741549967, 94.87666929766584, 94.87598117983201, 94.87529306199818, 94.87460494416435, 94.87391682633051, 94.87322870849668, 94.87254059066285, 94.87185247282902, 94.8711643549952, 94.87047623716137, 94.86978811932754, 94.8691000014937, 94.86841188365987, 94.86772376582604, 94.86703564799221, 94.86634753015838, 94.86565941232455, 94.86497129449072, 94.86428317665688, 94.86359505882305, 94.86290694098922, 94.86221882315539, 94.86153070532156, 94.86084258748774, 94.8601544696539, 94.85946635182007, 94.85877823398624, 94.85809011615241, 94.85740199831858, 94.85671388048475, 94.85602576265092, 94.85533764481708, 94.85464952698325, 94.85396140914942, 94.85327329131559, 94.85258517348176, 94.85189705564792, 94.85120893781409, 94.85052081998028, 94.84983270214644, 94.84914458431261, 94.84845646647878, 94.84776834864495, 94.84708023081112, 94.84639211297728, 94.84570399514345, 94.84498905524045, 94.84427411533744, 94.84355917543444, 94.84284423553144, 94.84212929562844, 94.84141435572543, 94.84069941582243, 94.83998447591942, 94.83926953601642, 94.83855459611341, 94.8378396562104, 94.83712471630741, 94.83640977640441, 94.8356948365014, 94.8349798965984, 94.83426495669539, 94.83355001679239, 94.83283507688938, 94.83212013698639, 94.83140519708338, 94.83069025718038, 94.82997531727737, 94.82926037737437, 94.82854543747136, 94.82783049756836, 94.82711555766535, 94.82640061776236, 94.82568567785935, 94.82497073795635, 94.82425579805334, 94.82354085815034, 94.82282591824733, 94.82211097834433, 94.82139603844134, 94.82068109853833, 94.81996615863532, 94.81925121873232, 94.81853627882931, 94.81782133892631, 94.8171063990233, 94.8163914591203, 94.8156765192173, 94.8149615793143, 94.8142466394113, 94.81353169950829, 94.81281675960528, 94.81210181970228, 94.81138687979927, 94.81067193989628, 94.80995699999328, 94.80924206009027, 94.80852712018726, 94.80781218028426, 94.80709724038125, 94.80638230047825, 94.80566736057524, 94.80495242067225, 94.80423748076925, 94.80352254086624, 94.80280760096323, 94.80351692869372, 94.80422625642422, 94.80493558415469, 94.80564491188518, 94.80635423961567, 94.80706356734616, 94.80777289507665, 94.80848222280714, 94.80919155053762, 94.80990087826811, 94.8106102059986, 94.81131953372909, 94.81202886145958, 94.81273818919006, 94.81344751692055, 94.81415684465104, 94.81486617238153, 94.81557550011202, 94.81628482784251, 94.81699415557298, 94.81770348330348, 94.81841281103397, 94.81912213876446, 94.81983146649495, 94.82054079422542, 94.82125012195591, 94.8219594496864, 94.8226687774169, 94.82337810514738, 94.82408743287786, 94.82479676060835, 94.82550608833884, 94.82621541606933, 94.82692474379982, 94.82763407153031, 94.82834339926079, 94.82905272699128, 94.82976205472177, 94.83047138245226, 94.83118071018275, 94.83189003791323, 94.83259936564372, 94.8333086933742, 94.8340180211047, 94.83472734883519, 94.83543667656568, 94.83614600429615, 94.83685533202664, 94.83756465975713, 94.83827398748763, 94.83898331521812, 94.83969264294859, 94.84040197067908, 94.84111129840957, 94.84182062614006, 94.84252995387055, 94.84323928160104, 94.84394860933152, 94.84465793706201, 94.8453672647925, 94.84548067239433, 94.84559407999615, 94.84570748759796, 94.8458208951998, 94.84593430280162, 94.84604771040344, 94.84616111800526, 94.84627452560709, 94.84638793320892, 94.84650134081073, 94.84661474841255, 94.84672815601438, 94.84684156361621, 94.84695497121803, 94.84706837881984, 94.84718178642167, 94.8472951940235, 94.84740860162532, 94.84752200922713, 94.84763541682896, 94.8477488244308, 94.84786223203261, 94.84797563963443, 94.84808904723626, 94.84820245483809, 94.8483158624399, 94.84842927004172, 94.84854267764355, 94.84865608524538, 94.8487694928472, 94.84888290044901, 94.84899630805084, 94.84910971565267, 94.84922312325449, 94.8493365308563, 94.84944993845814, 94.84956334605997, 94.84967675366178, 94.8497901612636, 94.84990356886543, 94.85001697646726, 94.85013038406908, 94.85024379167089, 94.85035719927272, 94.85047060687455, 94.85058401447637, 94.85069742207818, 94.85081082968001, 94.85092423728184, 94.85103764488366, 94.85115105248548, 94.85126446008731, 94.85137786768914, 94.85149127529095, 94.85160468289277, 94.8517180904946, 94.85183149809643, 94.85194490569825, 94.85205831330006, 94.8521717209019, 94.85221987910148, 94.85226803730107, 94.85231619550066, 94.85236435370025, 94.85241251189983, 94.85246067009942, 94.85250882829901, 94.8525569864986, 94.85260514469819, 94.85265330289778, 94.85270146109737, 94.85274961929696, 94.85279777749653, 94.85284593569612, 94.85289409389571, 94.8529422520953, 94.8529904102949, 94.85303856849448, 94.85308672669407, 94.85313488489366, 94.85318304309325, 94.85323120129283, 94.85327935949242, 94.85332751769201, 94.8533756758916, 94.85342383409119, 94.85347199229078, 94.85352015049037, 94.85356830868996, 94.85361646688955, 94.85366462508912, 94.85371278328871, 94.8537609414883, 94.8538090996879, 94.85385725788748, 94.85390541608707, 94.85395357428666, 94.85400173248625, 94.85404989068583, 94.85409804888542, 94.85414620708501, 94.8541943652846, 94.85424252348419, 94.85429068168378, 94.85433883988337, 94.85438699808296, 94.85443515628255, 94.85448331448212, 94.85453147268171, 94.8545796308813, 94.8546277890809, 94.85467594728048, 94.85472410548007, 94.85477226367966, 94.85482042187925, 94.85486858007883, 94.85491673827842, 94.85496489647801, 94.8550130546776, 94.85506121287719, 94.855547421274, 94.8560336296708, 94.8565198380676, 94.8570060464644, 94.85749225486121, 94.85797846325802, 94.85846467165481, 94.85895088005162, 94.85943708844843, 94.85992329684524, 94.86040950524203, 94.86089571363884, 94.86138192203565, 94.86186813043246, 94.86235433882925, 94.86284054722606, 94.86332675562286, 94.86381296401967, 94.86429917241648, 94.86478538081327, 94.86527158921008, 94.86575779760689, 94.8662440060037, 94.86673021440049, 94.8672164227973, 94.8677026311941, 94.86818883959091, 94.86867504798771, 94.86916125638452, 94.86964746478132, 94.87013367317813, 94.87061988157494, 94.87110608997173, 94.87159229836854, 94.87207850676535, 94.87256471516216, 94.87305092355895, 94.87353713195576, 94.87402334035257, 94.87450954874937, 94.87499575714617, 94.87548196554297, 94.87596817393978, 94.87645438233659, 94.8769405907334, 94.87742679913019, 94.877913007527, 94.8783992159238, 94.87888542432061, 94.87937163271741, 94.87985784111422, 94.88034404951102, 94.88083025790783, 94.88131646630463, 94.88180267470143, 94.88228888309824, 94.88277509149505, 94.88326129989184, 94.88374750828865, 94.88423371668546, 94.88403945255017, 94.88384518841488, 94.88365092427959, 94.88345666014429, 94.883262396009, 94.88306813187371, 94.88287386773843, 94.88267960360314, 94.88248533946785, 94.88229107533255, 94.88209681119726, 94.88190254706197, 94.88170828292668, 94.88151401879139, 94.8813197546561, 94.88112549052082, 94.88093122638551, 94.88073696225023, 94.88054269811494, 94.88034843397965, 94.88015416984436, 94.87995990570907, 94.87976564157378, 94.87957137743848, 94.87937711330319, 94.8791828491679, 94.87898858503262, 94.87879432089733, 94.87860005676204, 94.87840579262675, 94.87821152849145, 94.87801726435616, 94.87782300022087, 94.87762873608558, 94.8774344719503, 94.877240207815, 94.8770459436797, 94.87685167954442, 94.87665741540913, 94.87646315127384, 94.87626888713855, 94.87607462300326, 94.87588035886797, 94.87568609473267, 94.87549183059738, 94.8752975664621, 94.8751033023268, 94.87490903819152, 94.87471477405623, 94.87452050992093, 94.87432624578564, 94.87413198165035, 94.87393771751506, 94.87374345337977, 94.87354918924449, 94.8733549251092, 94.8731606609739, 94.8729663968386, 94.87277213270332, 94.87257786856803, 94.87335063983554, 94.87412341110303, 94.87489618237053, 94.87566895363804, 94.87644172490553, 94.87721449617304, 94.87798726744055, 94.87876003870804, 94.87953280997554, 94.88030558124305, 94.88107835251056, 94.88185112377805, 94.88262389504555, 94.88339666631306, 94.88416943758055, 94.88494220884806, 94.88571498011557, 94.88648775138306, 94.88726052265056, 94.88803329391807, 94.88880606518556, 94.88957883645307, 94.89035160772058, 94.89112437898807, 94.89189715025557, 94.89266992152308, 94.89344269279057, 94.89421546405808, 94.89498823532558, 94.89576100659309, 94.89653377786058, 94.89730654912809, 94.8980793203956, 94.89885209166309, 94.8996248629306, 94.9003976341981, 94.90117040546559, 94.9019431767331, 94.9027159480006, 94.9034887192681, 94.9042614905356, 94.90503426180311, 94.9058070330706, 94.90657980433811, 94.90735257560561, 94.9081253468731, 94.90889811814061, 94.90967088940812, 94.91044366067561, 94.91121643194312, 94.91198920321062, 94.91276197447813, 94.91353474574562, 94.91430751701313, 94.91508028828063, 94.91585305954813, 94.91662583081563, 94.91739860208314, 94.91817137335063, 94.91894414461814, 94.91959709961944, 94.92025005462074, 94.92090300962205, 94.92155596462335, 94.92220891962465, 94.92286187462597, 94.92351482962727, 94.92416778462857, 94.92482073962987, 94.92547369463117, 94.92612664963248, 94.92677960463378, 94.92743255963508, 94.9280855146364, 94.9287384696377, 94.929391424639, 94.9300443796403, 94.9306973346416, 94.93135028964291, 94.9320032446442, 94.9326561996455, 94.93330915464682, 94.93396210964812, 94.93461506464942, 94.93526801965072, 94.93592097465202, 94.93657392965333, 94.93722688465463, 94.93787983965593, 94.93853279465725, 94.93918574965855, 94.93983870465985, 94.94049165966115, 94.94114461466245, 94.94179756966376, 94.94245052466506, 94.94310347966636, 94.94375643466768, 94.94440938966898, 94.94506234467028, 94.94571529967158, 94.94636825467288, 94.94702120967419, 94.94767416467549, 94.94832711967679, 94.9489800746781, 94.9496330296794, 94.9502859846807, 94.950938939682, 94.9515918946833, 94.95224484968462, 94.95289780468592, 94.95355075968722, 94.95420371468853, 94.95485666968983, 94.95550962469113, 94.95616257969243, 94.95681553469373, 94.95746848969505, 94.95812144469635, 94.95801742338179, 94.95791340206722, 94.95780938075266, 94.9577053594381, 94.95760133812354, 94.95749731680897, 94.95739329549441, 94.95728927417984, 94.95718525286529, 94.95708123155072, 94.95697721023616, 94.9568731889216, 94.95676916760704, 94.95666514629248, 94.95656112497791, 94.95645710366335, 94.95635308234878, 94.95624906103423, 94.95614503971966, 94.9560410184051, 94.95593699709055, 94.95583297577598, 94.95572895446142, 94.95562493314685, 94.9555209118323, 94.95541689051772, 94.95531286920317, 94.9552088478886, 94.95510482657404, 94.95500080525949, 94.95489678394492, 94.95479276263036, 94.95468874131579, 94.95458472000124, 94.95448069868667, 94.95437667737211, 94.95427265605754, 94.95416863474298, 94.95406461342841, 94.95396059211386, 94.9538565707993, 94.95375254948473, 94.95364852817018, 94.95354450685561, 94.95344048554105, 94.95333646422648, 94.95323244291193, 94.95312842159736, 94.9530244002828, 94.95292037896823, 94.95281635765367, 94.95271233633912, 94.95260831502455, 94.95250429370999, 94.95240027239542, 94.95229625108087, 94.9521922297663, 94.95208820845174, 94.95198418713717, 94.95188016582262, 94.95212332267772, 94.95236647953284, 94.95260963638795, 94.95285279324305, 94.95309595009817, 94.95333910695328, 94.95358226380839, 94.9538254206635, 94.95406857751861, 94.95431173437373, 94.95455489122884, 94.95479804808394, 94.95504120493906, 94.95528436179417, 94.95552751864928, 94.9557706755044, 94.9560138323595, 94.95625698921461, 94.95650014606973, 94.95674330292483, 94.95698645977994, 94.95722961663506, 94.95747277349017, 94.95771593034527, 94.9579590872004, 94.9582022440555, 94.9584454009106, 94.95868855776573, 94.95893171462083, 94.95917487147594, 94.95941802833106, 94.95966118518616, 94.95990434204128, 94.96014749889639, 94.9603906557515, 94.96063381260662, 94.96087696946172, 94.96112012631683, 94.96136328317195, 94.96160644002705, 94.96184959688216, 94.96209275373728, 94.96233591059239, 94.96257906744749, 94.96282222430261, 94.96306538115772, 94.96330853801283, 94.96355169486795, 94.96379485172305, 94.96403800857817, 94.96428116543328, 94.96452432228838, 94.9647674791435, 94.96501063599861, 94.96525379285372, 94.96549694970884, 94.96574010656394, 94.96598326341905, 94.96622642027417, 94.96646957712927, 94.96634233512818, 94.96621509312708, 94.96608785112596, 94.96596060912486, 94.96583336712376, 94.96570612512267, 94.96557888312157, 94.96545164112047, 94.96532439911935, 94.96519715711825, 94.96506991511716, 94.96494267311606, 94.96481543111496, 94.96468818911384, 94.96456094711274, 94.96443370511165, 94.96430646311055, 94.96417922110945, 94.96405197910835, 94.96392473710723, 94.96379749510614, 94.96367025310504, 94.96354301110394, 94.96341576910284, 94.96328852710172, 94.96316128510063, 94.96303404309953, 94.96290680109843, 94.96277955909733, 94.96265231709623, 94.96252507509512, 94.96239783309402, 94.96227059109292, 94.96214334909182, 94.96201610709072, 94.9618888650896, 94.9617616230885, 94.9616343810874, 94.96150713908631, 94.96137989708521, 94.9612526550841, 94.961125413083, 94.9609981710819, 94.9608709290808, 94.9607436870797, 94.9606164450786, 94.96048920307749, 94.96036196107639, 94.96023471907529, 94.96010747707419, 94.95998023507309, 94.95985299307198, 94.95972575107088, 94.95959850906978, 94.95947126706868, 94.95934402506758, 94.95921678306648, 94.95908954106537, 94.95896229906427, 94.95883505706317, 94.95890986236816, 94.95898466767316, 94.95905947297815, 94.95913427828314, 94.95920908358815, 94.95928388889314, 94.95935869419813, 94.95943349950313, 94.95950830480812, 94.95958311011312, 94.9596579154181, 94.95973272072311, 94.9598075260281, 94.95988233133309, 94.9599571366381, 94.96003194194309, 94.96010674724808, 94.96018155255308, 94.96025635785807, 94.96033116316306, 94.96040596846807, 94.96048077377306, 94.96055557907805, 94.96063038438305, 94.96070518968804, 94.96077999499303, 94.96085480029804, 94.96092960560303, 94.96100441090802, 94.96107921621302, 94.96115402151801, 94.961228826823, 94.961303632128, 94.961378437433, 94.96145324273799, 94.96152804804298, 94.96160285334798, 94.96167765865297, 94.96175246395796, 94.96182726926297, 94.96190207456796, 94.96197687987295, 94.96205168517795, 94.96212649048294, 94.96220129578793, 94.96227610109294, 94.96235090639793, 94.96242571170292, 94.96250051700792, 94.96257532231292, 94.9626501276179, 94.9627249329229, 94.9627997382279, 94.96287454353289, 94.96294934883788, 94.96302415414289, 94.96309895944788, 94.96317376475287, 94.96324857005787, 94.96332337536286, 94.96349464765632, 94.96366591994976, 94.96383719224322, 94.96400846453668, 94.96417973683012, 94.96435100912358, 94.96452228141703, 94.96469355371049, 94.96486482600393, 94.96503609829739, 94.96520737059085, 94.96537864288429, 94.96554991517775, 94.9657211874712, 94.96589245976466, 94.9660637320581, 94.96623500435156, 94.96640627664502, 94.96657754893846, 94.96674882123192, 94.96692009352537, 94.96709136581882, 94.96726263811227, 94.96743391040573, 94.96760518269917, 94.96777645499263, 94.96794772728609, 94.96811899957954, 94.96829027187299, 94.96846154416644, 94.9686328164599, 94.96880408875334, 94.9689753610468, 94.96914663334026, 94.96931790563372, 94.96948917792716, 94.96966045022062, 94.96983172251407, 94.97000299480752, 94.97017426710097, 94.97034553939443, 94.97051681168787, 94.97068808398133, 94.97085935627479, 94.97103062856824, 94.97120190086169, 94.97137317315514, 94.9715444454486, 94.97171571774204, 94.9718869900355, 94.97205826232896, 94.9722295346224, 94.97240080691586, 94.97257207920931, 94.97274335150277, 94.97291462379621, 94.97308589608967, 94.97325716838313, 94.97342844067657, 94.97359971297003, 94.97395836191399, 94.97431701085793, 94.97467565980189, 94.97503430874585, 94.97539295768979, 94.97575160663375, 94.97611025557771, 94.97646890452165, 94.97682755346561, 94.97718620240957, 94.97754485135353, 94.97790350029747, 94.97826214924143, 94.97862079818539, 94.97897944712933, 94.97933809607329, 94.97969674501725, 94.9800553939612, 94.98041404290515, 94.98077269184911, 94.98113134079306, 94.98148998973701, 94.98184863868097, 94.98220728762492, 94.98256593656888, 94.98292458551283, 94.98328323445678, 94.98364188340074, 94.9840005323447, 94.98435918128865, 94.9847178302326, 94.98507647917656, 94.98543512812051, 94.98579377706446, 94.98615242600842, 94.98651107495238, 94.98686972389632, 94.98722837284028, 94.98758702178424, 94.98794567072818, 94.98830431967214, 94.9886629686161, 94.98902161756004, 94.989380266504, 94.98973891544796, 94.9900975643919, 94.99045621333586, 94.99081486227982, 94.99117351122376, 94.99153216016772, 94.99189080911168, 94.99224945805564, 94.99260810699958, 94.99296675594354, 94.9933254048875, 94.99368405383144, 94.9940427027754, 94.99440135171936, 94.9947600006633, 94.99511864960726, 94.99520000544715, 94.99528136128703, 94.9953627171269, 94.99544407296678, 94.99552542880666, 94.99560678464654, 94.99568814048642, 94.99576949632629, 94.99585085216617, 94.99593220800605, 94.99601356384593, 94.99609491968582, 94.99617627552568, 94.99625763136557, 94.99633898720545, 94.99642034304533, 94.99650169888521, 94.99658305472508, 94.99666441056496, 94.99674576640484, 94.99682712224472, 94.9969084780846, 94.99698983392447, 94.99707118976436, 94.99715254560424, 94.99723390144412, 94.997315257284, 94.99739661312387, 94.99747796896375, 94.99755932480363, 94.99764068064351, 94.9977220364834, 94.99780339232326, 94.99788474816314, 94.99796610400303, 94.99804745984291, 94.99812881568279, 94.99821017152266, 94.99829152736254, 94.99837288320242, 94.9984542390423, 94.99853559488218, 94.99861695072205, 94.99869830656193, 94.99877966240182, 94.9988610182417, 94.99894237408158, 94.99902372992145, 94.99910508576133, 94.99918644160121, 94.99926779744109, 94.99934915328097, 94.99943050912084, 94.99951186496072, 94.9995932208006, 94.99967457664049, 94.99975593248037, 94.99983728832024, 94.99991864416012, 95.0, 94.99925, 94.9985, 94.99775, 94.997, 94.99625, 94.99549999999999, 94.99475, 94.994, 94.99325, 94.9925, 94.99175, 94.991, 94.99025, 94.98949999999999, 94.98875, 94.988, 94.98725, 94.9865, 94.98575, 94.985, 94.98425, 94.98349999999999, 94.98275, 94.982, 94.98125, 94.9805, 94.97975, 94.979, 94.97825, 94.97749999999999, 94.97675, 94.976, 94.97525, 94.9745, 94.97375, 94.973, 94.97225, 94.97149999999999, 94.97075, 94.97, 94.96925, 94.9685, 94.96775, 94.967, 94.96625, 94.96549999999999, 94.96475, 94.964, 94.96325, 94.9625, 94.96175, 94.961, 94.96025, 94.95949999999999, 94.95875, 94.958, 94.95725, 94.9565, 94.95575, 94.955, 94.95125, 94.9475, 94.94375, 94.94, 94.93625, 94.9325, 94.92875, 94.925, 94.92125, 94.9175, 94.91375, 94.91, 94.90625, 94.9025, 94.89875, 94.895, 94.89125, 94.8875, 94.88375, 94.88, 94.87625, 94.8725, 94.86875, 94.865, 94.86125, 94.8575, 94.85375, 94.85, 94.84625, 94.8425, 94.83875, 94.83500000000001, 94.83125, 94.8275, 94.82375, 94.82000000000001, 94.81625, 94.8125, 94.80875, 94.805, 94.80125, 94.7975, 94.79375, 94.79, 94.78625, 94.7825, 94.77875, 94.775, 94.77125000000001, 94.7675, 94.76375, 94.76, 94.75625000000001, 94.7525, 94.74875, 94.745, 94.74125000000001, 94.7375, 94.73375, 94.73, 94.726, 94.72200000000001, 94.718, 94.714, 94.71000000000001, 94.706, 94.702, 94.69800000000001, 94.694, 94.69, 94.686, 94.682, 94.678, 94.674, 94.67, 94.666, 94.662, 94.658, 94.654, 94.65, 94.646, 94.642, 94.638, 94.634, 94.63, 94.626, 94.622, 94.618, 94.614, 94.61, 94.606, 94.602, 94.598, 94.594, 94.59, 94.586, 94.582, 94.578, 94.574, 94.57, 94.566, 94.562, 94.55799999999999, 94.554, 94.55, 94.54599999999999, 94.542, 94.538, 94.53399999999999, 94.53, 94.526, 94.52199999999999, 94.518, 94.514, 94.50999999999999, 94.506, 94.502, 94.49799999999999, 94.494, 94.49, 94.48599999999999, 94.482, 94.478, 94.47399999999999, 94.47, 94.466, 94.46199999999999, 94.458, 94.454, 94.44999999999999, 94.446, 94.442, 94.438, 94.434, 94.42999999999999, 94.426, 94.422, 94.41799999999999, 94.414, 94.41, 94.40599999999999, 94.402, 94.398, 94.39399999999999, 94.39, 94.386, 94.38199999999999, 94.378, 94.374, 94.36999999999999, 94.366, 94.362, 94.358, 94.354, 94.35, 94.346, 94.342, 94.338, 94.334, 94.33, 94.326, 94.322, 94.318, 94.314, 94.31, 94.306, 94.30199999999999, 94.298, 94.294, 94.28999999999999, 94.286, 94.282, 94.278, 94.274, 94.27, 94.266, 94.262, 94.258, 94.254, 94.25, 94.2505, 94.251, 94.2515, 94.252, 94.2525, 94.253, 94.2535, 94.254, 94.25450000000001, 94.255, 94.2555, 94.256, 94.2565, 94.257, 94.25750000000001, 94.258, 94.2585, 94.259, 94.2595, 94.26, 94.26050000000001, 94.261, 94.2615, 94.262, 94.2625, 94.263, 94.26350000000001, 94.264, 94.2645, 94.265, 94.2655, 94.266, 94.26650000000001, 94.267, 94.2675, 94.268, 94.2685, 94.269, 94.2695, 94.27, 94.2705, 94.271, 94.2715, 94.272, 94.27250000000001, 94.273, 94.2735, 94.274, 94.2745, 94.275, 94.27550000000001, 94.276, 94.2765, 94.277, 94.2775, 94.278, 94.27850000000001, 94.279, 94.2795, 94.28, 94.2805, 94.281, 94.2815, 94.282, 94.2825, 94.283, 94.2835, 94.284, 94.28450000000001, 94.285, 94.2855, 94.286, 94.2865, 94.287, 94.28750000000001, 94.288, 94.2885, 94.289, 94.2895, 94.29, 94.29050000000001, 94.291, 94.2915, 94.292, 94.2925, 94.293, 94.29350000000001, 94.294, 94.2945, 94.295, 94.2955, 94.296, 94.29650000000001, 94.297, 94.2975, 94.298, 94.2985, 94.299, 94.2995, 94.3, 94.3005, 94.301, 94.3015, 94.302, 94.30250000000001, 94.303, 94.3035, 94.304, 94.3045, 94.305, 94.30550000000001, 94.306, 94.3065, 94.307, 94.3075, 94.308, 94.30850000000001, 94.309, 94.3095, 94.31, 94.3105, 94.311, 94.3115, 94.312, 94.3125, 94.313, 94.3135, 94.31400000000001, 94.31450000000001, 94.315, 94.3155, 94.316, 94.3165, 94.31700000000001, 94.31750000000001, 94.318, 94.3185, 94.319, 94.3195, 94.32000000000001, 94.32050000000001, 94.321, 94.3215, 94.322, 94.3225, 94.32300000000001, 94.32350000000001, 94.324, 94.3245, 94.325, 94.3255, 94.32600000000001, 94.32650000000001, 94.327, 94.3275, 94.328, 94.3285, 94.32900000000001, 94.3295, 94.33, 94.3305, 94.331, 94.3315, 94.33200000000001, 94.33250000000001, 94.333, 94.3335, 94.334, 94.3345, 94.33500000000001, 94.33550000000001, 94.336, 94.3365, 94.337, 94.3375, 94.33800000000001, 94.33850000000001, 94.339, 94.3395, 94.34, 94.3405, 94.34100000000001, 94.3415, 94.342, 94.3425, 94.343, 94.3435, 94.34400000000001, 94.34450000000001, 94.345, 94.3455, 94.346, 94.3465, 94.34700000000001, 94.34750000000001, 94.348, 94.3485, 94.349, 94.3495, 94.35000000000001, 94.35050000000001, 94.351, 94.3515, 94.352, 94.3525, 94.35300000000001, 94.35350000000001, 94.354, 94.3545, 94.355, 94.3555, 94.35600000000001, 94.35650000000001, 94.357, 94.3575, 94.358, 94.3585, 94.35900000000001, 94.3595, 94.36, 94.3605, 94.361, 94.3615, 94.36200000000001, 94.36250000000001, 94.363, 94.3635, 94.364, 94.3645, 94.36500000000001, 94.36550000000001, 94.366, 94.3665, 94.367, 94.3675, 94.36800000000001, 94.36850000000001, 94.369, 94.3695, 94.37, 94.36850000000001, 94.367, 94.3655, 94.364, 94.36250000000001, 94.361, 94.3595, 94.358, 94.35650000000001, 94.355, 94.3535, 94.352, 94.35050000000001, 94.349, 94.3475, 94.346, 94.34450000000001, 94.343, 94.3415, 94.34, 94.33850000000001, 94.337, 94.3355, 94.334, 94.33250000000001, 94.331, 94.3295, 94.328, 94.32650000000001, 94.325, 94.3235, 94.322, 94.32050000000001, 94.319, 94.3175, 94.316, 94.31450000000001, 94.313, 94.3115, 94.31, 94.30850000000001, 94.307, 94.3055, 94.304, 94.30250000000001, 94.301, 94.2995, 94.298, 94.29650000000001, 94.295, 94.2935, 94.292, 94.29050000000001, 94.289, 94.2875, 94.286, 94.28450000000001, 94.283, 94.2815, 94.28, 94.2805, 94.281, 94.2815, 94.282, 94.2825, 94.283, 94.2835, 94.284, 94.28450000000001, 94.285, 94.2855, 94.286, 94.2865, 94.287, 94.28750000000001, 94.288, 94.2885, 94.289, 94.2895, 94.29, 94.29050000000001, 94.291, 94.2915, 94.292, 94.2925, 94.293, 94.29350000000001, 94.294, 94.2945, 94.295, 94.2955, 94.296, 94.29650000000001, 94.297, 94.2975, 94.298, 94.2985, 94.299, 94.2995, 94.3, 94.3005, 94.301, 94.3015, 94.302, 94.30250000000001, 94.303, 94.3035, 94.304, 94.3045, 94.305, 94.30550000000001, 94.306, 94.3065, 94.307, 94.3075, 94.308, 94.30850000000001, 94.309, 94.3095, 94.31, 94.3105, 94.311, 94.3115, 94.312, 94.3125, 94.313, 94.3135, 94.31400000000001, 94.31450000000001, 94.315, 94.3155, 94.316, 94.3165, 94.31700000000001, 94.31750000000001, 94.318, 94.3185, 94.319, 94.3195, 94.32000000000001, 94.32050000000001, 94.321, 94.3215, 94.322, 94.3225, 94.32300000000001, 94.32350000000001, 94.324, 94.3245, 94.325, 94.3255, 94.32600000000001, 94.32650000000001, 94.327, 94.3275, 94.328, 94.3285, 94.32900000000001, 94.3295, 94.33, 94.3305, 94.331, 94.3315, 94.33200000000001, 94.33250000000001, 94.333, 94.3335, 94.334, 94.3345, 94.33500000000001, 94.33550000000001, 94.336, 94.3365, 94.337, 94.3375, 94.33800000000001, 94.33850000000001, 94.339, 94.3395, 94.34, 94.3405, 94.34100000000001, 94.3415, 94.342, 94.3425, 94.343, 94.3435, 94.34400000000001, 94.34450000000001, 94.345, 94.3455, 94.346, 94.3465, 94.34700000000001, 94.34750000000001, 94.348, 94.3485, 94.349, 94.3495, 94.35000000000001, 94.35050000000001, 94.351, 94.3515, 94.352, 94.3525, 94.35300000000001, 94.35350000000001, 94.354, 94.3545, 94.355, 94.3555, 94.35600000000001, 94.35650000000001, 94.357, 94.3575, 94.358, 94.3585, 94.35900000000001, 94.3595, 94.36, 94.3605, 94.361, 94.3615, 94.36200000000001, 94.36250000000001, 94.363, 94.3635, 94.364, 94.3645, 94.36500000000001, 94.36550000000001, 94.366, 94.3665, 94.367, 94.3675, 94.36800000000001, 94.36850000000001, 94.369, 94.3695, 94.37, 94.3685, 94.367, 94.3655, 94.364, 94.3625, 94.361, 94.3595, 94.358, 94.3565, 94.355, 94.3535, 94.352, 94.3505, 94.349, 94.3475, 94.346, 94.3445, 94.343, 94.3415, 94.34, 94.3385, 94.337, 94.3355, 94.334, 94.3325, 94.331, 94.3295, 94.328, 94.3265, 94.32499999999999, 94.3235, 94.32199999999999, 94.3205, 94.31899999999999, 94.3175, 94.31599999999999, 94.3145, 94.31299999999999, 94.3115, 94.30999999999999, 94.3085, 94.30699999999999, 94.3055, 94.30399999999999, 94.3025, 94.30099999999999, 94.2995, 94.29799999999999, 94.2965, 94.29499999999999, 94.2935, 94.29199999999999, 94.2905, 94.28899999999999, 94.2875, 94.28599999999999, 94.2845, 94.28299999999999, 94.2815, 94.27999999999999, 94.28049999999999, 94.28099999999999, 94.2815, 94.28199999999998, 94.28249999999998, 94.28299999999999, 94.28349999999999, 94.28399999999999, 94.28449999999998, 94.28499999999998, 94.28549999999998, 94.28599999999999, 94.28649999999999, 94.28699999999999, 94.2875, 94.28799999999998, 94.28849999999998, 94.28899999999999, 94.28949999999999, 94.28999999999999, 94.29049999999998, 94.29099999999998, 94.29149999999998, 94.29199999999999, 94.29249999999999, 94.29299999999999, 94.2935, 94.29399999999998, 94.29449999999999, 94.29499999999999, 94.29549999999999, 94.29599999999999, 94.29649999999998, 94.29699999999998, 94.29749999999999, 94.29799999999999, 94.29849999999999, 94.29899999999999, 94.2995, 94.29999999999998, 94.30049999999999, 94.30099999999999, 94.30149999999999, 94.30199999999999, 94.30249999999998, 94.30299999999998, 94.30349999999999, 94.30399999999999, 94.30449999999999, 94.30499999999999, 94.3055, 94.30599999999998, 94.30649999999999, 94.30699999999999, 94.30749999999999, 94.30799999999999, 94.3085, 94.30899999999998, 94.30949999999999, 94.30999999999999, 94.31049999999999, 94.31099999999999, 94.3115, 94.31199999999998, 94.31249999999999, 94.31299999999999, 94.31349999999999, 94.314, 94.31449999999998, 94.31499999999998, 94.31549999999999, 94.31599999999999, 94.31649999999999, 94.317, 94.3175, 94.31799999999998, 94.31849999999999, 94.31899999999999, 94.31949999999999, 94.32, 94.32049999999998, 94.32099999999998, 94.32149999999999, 94.32199999999999, 94.32249999999999, 94.323, 94.3235, 94.32399999999998, 94.32449999999999, 94.32499999999999, 94.32549999999999, 94.326, 94.32649999999998, 94.32699999999998, 94.32749999999999, 94.32799999999999, 94.32849999999999, 94.329, 94.3295, 94.32999999999998, 94.33049999999999, 94.33099999999999, 94.33149999999999, 94.332, 94.33249999999998, 94.33299999999998, 94.33349999999999, 94.33399999999999, 94.33449999999999, 94.335, 94.3355, 94.33599999999998, 94.33649999999999, 94.33699999999999, 94.33749999999999, 94.338, 94.3385, 94.33899999999998, 94.33949999999999, 94.33999999999999, 94.34049999999999, 94.341, 94.3415, 94.34199999999998, 94.34249999999999, 94.34299999999999, 94.34349999999999, 94.344, 94.34449999999998, 94.34499999999998, 94.34549999999999, 94.34599999999999, 94.34649999999999, 94.347, 94.3475, 94.34799999999998, 94.34849999999999, 94.34899999999999, 94.34949999999999, 94.35, 94.35049999999998, 94.35099999999998, 94.35149999999999, 94.35199999999999, 94.35249999999999, 94.353, 94.3535, 94.35399999999998, 94.35449999999999, 94.35499999999999, 94.35549999999999, 94.356, 94.35649999999998, 94.35699999999999, 94.35749999999999, 94.35799999999999, 94.35849999999999, 94.359, 94.3595, 94.35999999999999, 94.36049999999999, 94.36099999999999, 94.36149999999999, 94.362, 94.36249999999998, 94.36299999999999, 94.36349999999999, 94.36399999999999, 94.36449999999999, 94.365, 94.3655, 94.36599999999999, 94.36649999999999, 94.36699999999999, 94.36749999999999, 94.368, 94.3685, 94.36899999999999, 94.36949999999999, 94.36999999999999, 94.36716666666666, 94.36433333333332, 94.36149999999999, 94.35866666666665, 94.35583333333332, 94.35299999999998, 94.35016666666665, 94.34733333333332, 94.34449999999998, 94.34166666666665, 94.33883333333331, 94.33599999999998, 94.33316666666666, 94.33033333333331, 94.32749999999999, 94.32466666666664, 94.32183333333332, 94.31899999999999, 94.31616666666665, 94.31333333333332, 94.31049999999998, 94.30766666666665, 94.3048333333333, 94.30199999999998, 94.29916666666665, 94.29633333333331, 94.29349999999998, 94.29066666666664, 94.28783333333331, 94.28499999999997, 94.28216666666664, 94.27933333333331, 94.27649999999997, 94.27366666666664, 94.2708333333333, 94.26799999999997, 94.26516666666664, 94.2623333333333, 94.25949999999997, 94.25666666666663, 94.2538333333333, 94.25099999999998, 94.24816666666663, 94.2453333333333, 94.24249999999996, 94.23966666666664, 94.2368333333333, 94.23399999999997, 94.23116666666664, 94.2283333333333, 94.22549999999997, 94.22266666666663, 94.2198333333333, 94.21699999999996, 94.21416666666663, 94.2113333333333, 94.20849999999996, 94.20566666666663, 94.20283333333329, 94.19999999999996, 94.20049999999996, 94.20099999999996, 94.20149999999995, 94.20199999999996, 94.20249999999996, 94.20299999999996, 94.20349999999996, 94.20399999999997, 94.20449999999997, 94.20499999999996, 94.20549999999996, 94.20599999999996, 94.20649999999996, 94.20699999999997, 94.20749999999997, 94.20799999999996, 94.20849999999996, 94.20899999999996, 94.20949999999996, 94.20999999999997, 94.21049999999997, 94.21099999999996, 94.21149999999996, 94.21199999999996, 94.21249999999996, 94.21299999999997, 94.21349999999997, 94.21399999999996, 94.21449999999996, 94.21499999999996, 94.21549999999996, 94.21599999999997, 94.21649999999997, 94.21699999999996, 94.21749999999996, 94.21799999999996, 94.21849999999996, 94.21899999999997, 94.21949999999995, 94.21999999999996, 94.22049999999996, 94.22099999999996, 94.22149999999996, 94.22199999999997, 94.22249999999997, 94.22299999999996, 94.22349999999996, 94.22399999999996, 94.22449999999996, 94.22499999999997, 94.22549999999997, 94.22599999999996, 94.22649999999996, 94.22699999999996, 94.22749999999996, 94.22799999999997, 94.22849999999997, 94.22899999999996, 94.22949999999996, 94.22999999999996, 94.23049999999996, 94.23099999999997, 94.23149999999995, 94.23199999999996, 94.23249999999996, 94.23299999999996, 94.23349999999996, 94.23399999999997, 94.23449999999997, 94.23499999999996, 94.23549999999996, 94.23599999999996, 94.23649999999996, 94.23699999999997, 94.23749999999997, 94.23799999999996, 94.23849999999996, 94.23899999999996, 94.23949999999996, 94.23999999999997, 94.24049999999997, 94.24099999999996, 94.24149999999996, 94.24199999999996, 94.24249999999996, 94.24299999999997, 94.24349999999997, 94.24399999999996, 94.24449999999996, 94.24499999999996, 94.24549999999996, 94.24599999999997, 94.24649999999997, 94.24699999999996, 94.24749999999996, 94.24799999999996, 94.24849999999996, 94.24899999999997, 94.24949999999995, 94.24999999999996, 94.25049999999996, 94.25099999999996, 94.25149999999996, 94.25199999999997, 94.25249999999997, 94.25299999999996, 94.25349999999996, 94.25399999999996, 94.25449999999996, 94.25499999999997, 94.25549999999997, 94.25599999999996, 94.25649999999996, 94.25699999999996, 94.25749999999996, 94.25799999999997, 94.25849999999997, 94.25899999999996, 94.25949999999996, 94.25999999999996, 94.26049999999996, 94.26099999999997, 94.26149999999996, 94.26199999999996, 94.26249999999996, 94.26299999999996, 94.26349999999996, 94.26399999999997, 94.26449999999997, 94.26499999999996, 94.26549999999996, 94.26599999999996, 94.26649999999997, 94.26699999999997, 94.26749999999997, 94.26799999999996, 94.26849999999996, 94.26899999999996, 94.26949999999997, 94.26999999999997, 94.27049999999997, 94.27099999999996, 94.27149999999996, 94.27199999999996, 94.27249999999997, 94.27299999999997, 94.27349999999997, 94.27399999999996, 94.27449999999996, 94.27499999999996, 94.27549999999997, 94.27599999999997, 94.27649999999997, 94.27699999999996, 94.27749999999996, 94.27799999999996, 94.27849999999997, 94.27899999999997, 94.27949999999996, 94.27999999999996, 94.28049999999996, 94.28099999999996, 94.28149999999997, 94.28199999999997, 94.28249999999997, 94.28299999999996, 94.28349999999996, 94.28399999999996, 94.28449999999997, 94.28499999999997, 94.28549999999997, 94.28599999999996, 94.28649999999996, 94.28699999999996, 94.28749999999997, 94.28799999999997, 94.28849999999997, 94.28899999999996, 94.28949999999996, 94.28999999999996, 94.29049999999997, 94.29099999999997, 94.29149999999996, 94.29199999999996, 94.29249999999996, 94.29299999999996, 94.29349999999997, 94.29399999999997, 94.29449999999996, 94.29499999999996, 94.29549999999996, 94.29599999999996, 94.29649999999997, 94.29699999999995, 94.29749999999996, 94.29799999999996, 94.29849999999996, 94.29899999999996, 94.29949999999997, 94.29999999999995, 94.30049999999996, 94.30099999999996, 94.30149999999996, 94.30199999999996, 94.30249999999995, 94.30299999999995, 94.30349999999996, 94.30399999999996, 94.30449999999996, 94.30499999999995, 94.30549999999995, 94.30599999999995, 94.30649999999996, 94.30699999999996, 94.30749999999996, 94.30799999999995, 94.30849999999995, 94.30899999999995, 94.30949999999996, 94.30999999999996, 94.31049999999995, 94.31099999999995, 94.31149999999995, 94.31199999999995, 94.31249999999996, 94.31299999999996, 94.31349999999995, 94.31399999999995, 94.31449999999995, 94.31499999999996, 94.31549999999996, 94.31599999999995, 94.31649999999995, 94.31699999999995, 94.31749999999995, 94.31799999999996, 94.31849999999996, 94.31899999999995, 94.31949999999995, 94.31999999999995, 94.31633333333329, 94.31266666666662, 94.30899999999995, 94.3053333333333, 94.30166666666662, 94.29799999999996, 94.29433333333328, 94.29066666666662, 94.28699999999996, 94.28333333333329, 94.27966666666663, 94.27599999999997, 94.2723333333333, 94.26866666666663, 94.26499999999996, 94.2613333333333, 94.25766666666664, 94.25399999999996, 94.2503333333333, 94.24666666666664, 94.24299999999997, 94.2393333333333, 94.23566666666665, 94.23199999999997, 94.22833333333331, 94.22466666666664, 94.22099999999998, 94.21733333333331, 94.21366666666664, 94.20999999999998, 94.20633333333332, 94.20266666666664, 94.19899999999998, 94.19533333333332, 94.19166666666665, 94.18799999999999, 94.18433333333331, 94.18066666666665, 94.17699999999999, 94.17333333333332, 94.16966666666666, 94.166, 94.16233333333332, 94.15866666666666, 94.155, 94.15133333333333, 94.14766666666667, 94.14399999999999, 94.14033333333333, 94.13666666666667, 94.133, 94.12933333333334, 94.12566666666667, 94.122, 94.11833333333334, 94.11466666666666, 94.111, 94.10733333333334, 94.10366666666667, 94.10000000000001, 94.096, 94.09200000000001, 94.08800000000001, 94.084, 94.08000000000001, 94.07600000000001, 94.072, 94.06800000000001, 94.06400000000001, 94.06, 94.05600000000001, 94.052, 94.04800000000002, 94.04400000000001, 94.04, 94.03600000000002, 94.03200000000001, 94.028, 94.02400000000002, 94.02000000000001, 94.016, 94.01200000000001, 94.00800000000001, 94.004, 94.00000000000001, 93.99600000000001, 93.992, 93.98800000000001, 93.98400000000001, 93.98, 93.97600000000001, 93.97200000000001, 93.96800000000002, 93.96400000000001, 93.96000000000001, 93.95600000000002, 93.95200000000001, 93.94800000000001, 93.94400000000002, 93.94000000000001, 93.936, 93.93200000000002, 93.92800000000001, 93.924, 93.92000000000002, 93.91600000000001, 93.912, 93.90800000000002, 93.90400000000001, 93.9, 93.89600000000002, 93.89200000000001, 93.88800000000002, 93.88400000000001, 93.88000000000001, 93.87600000000002, 93.87200000000001, 93.86800000000001, 93.86400000000002, 93.86000000000001, 93.85600000000001, 93.85200000000002, 93.84800000000001, 93.84400000000001, 93.84000000000002, 93.83600000000001, 93.83200000000001, 93.82800000000002, 93.82400000000001, 93.82000000000001, 93.81600000000002, 93.81200000000001, 93.808, 93.80400000000002, 93.80000000000001, 93.796, 93.79200000000002, 93.78800000000001, 93.784, 93.78000000000002, 93.77600000000001, 93.772, 93.76800000000001, 93.76400000000001, 93.76, 93.75600000000001, 93.75200000000001, 93.748, 93.74400000000001, 93.74000000000001, 93.736, 93.73200000000001, 93.72800000000001, 93.724, 93.72000000000001, 93.71600000000001, 93.712, 93.70800000000001, 93.70400000000001, 93.7, 93.69600000000001, 93.69200000000001, 93.688, 93.68400000000001, 93.68, 93.676, 93.67200000000001, 93.668, 93.664, 93.66000000000001, 93.656, 93.652, 93.64800000000001, 93.644, 93.64, 93.63600000000001, 93.632, 93.628, 93.62400000000001, 93.62 ] }, { "name": "Without ramping", "type": "scatter", "x": [ "2023-01-01T00:00:00", "2023-01-01T01:00:00", "2023-01-01T02:00:00", "2023-01-01T03:00:00", "2023-01-01T04:00:00", "2023-01-01T05:00:00", "2023-01-01T06:00:00", "2023-01-01T07:00:00", "2023-01-01T08:00:00", "2023-01-01T09:00:00", "2023-01-01T10:00:00", "2023-01-01T11:00:00", "2023-01-01T12:00:00", "2023-01-01T13:00:00", "2023-01-01T14:00:00", "2023-01-01T15:00:00", "2023-01-01T16:00:00", "2023-01-01T17:00:00", "2023-01-01T18:00:00", "2023-01-01T19:00:00", "2023-01-01T20:00:00", "2023-01-01T21:00:00", "2023-01-01T22:00:00", "2023-01-01T23:00:00", "2023-01-02T00:00:00" ], "y": [ 95.0, 95.03, 95.06, 95.09, 95.12, 94.88, 94.64, 94.4, 94.16, 93.92, 93.67999999999999, 93.44, 93.2, 92.96, 92.72, 92.47999999999999, 92.24, 92.0, 91.75999999999999, 91.52, 91.28, 91.03999999999999, 90.8, 90.56, 90.32 ] } ], "layout": { "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": "Reservoir level comparison" }, "xaxis": { "title": { "text": "Time" } }, "yaxis": { "title": { "text": "masl" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "level = rsv.head.get()\n", "\n", "#Combine historical and optimized reservoir levels to one Series\n", "total_level = pd.concat((historical_level,level))\n", "total_level = total_level.asfreq('1min').interpolate()\n", "\n", "fig = go.Figure()\n", "fig.add_trace(go.Scatter(x=total_level.index, y=total_level.values, name=\"With ramping\"))\n", "fig.add_trace(go.Scatter(x=level_no_ramp.index, y=level_no_ramp.values, name=\"Without ramping\"))\n", "\n", "fig.update_layout(title=\"Reservoir level comparison\", xaxis_title=\"Time\", yaxis_title=\"masl\")\n", "\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "300bba3e", "metadata": {}, "source": [ "To further visualize the different ramping constraints, we will validate that they are not broken by post-calculating the average reservoir levels in the fixed ramping periods and as a rolling average.\n", "\n", "### Period ramping validation\n", "The figure below includes the reservoir level in addition to the maximum reservoir level reached within each fixed ramping period. The lower reservoir limit due to the ramping constraint is also calculated and shown as a black dashed line. The vertical dotted lines show the beginning of each fixed ramping period." ] }, { "cell_type": "code", "execution_count": 11, "id": "efaf7d1d", "metadata": { "Collapsed": "false" }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "name": "Historical reservoir level", "type": "scatter", "x": [ "2022-12-31T08:00:00", "2022-12-31T08:01:00", "2022-12-31T08:02:00", "2022-12-31T08:03:00", "2022-12-31T08:04:00", "2022-12-31T08:05:00", "2022-12-31T08:06:00", "2022-12-31T08:07:00", "2022-12-31T08:08:00", "2022-12-31T08:09:00", "2022-12-31T08:10:00", "2022-12-31T08:11:00", "2022-12-31T08:12:00", "2022-12-31T08:13:00", "2022-12-31T08:14:00", "2022-12-31T08:15:00", "2022-12-31T08:16:00", "2022-12-31T08:17:00", "2022-12-31T08:18:00", "2022-12-31T08:19:00", "2022-12-31T08:20:00", "2022-12-31T08:21:00", "2022-12-31T08:22:00", "2022-12-31T08:23:00", "2022-12-31T08:24:00", "2022-12-31T08:25:00", "2022-12-31T08:26:00", "2022-12-31T08:27:00", "2022-12-31T08:28:00", "2022-12-31T08:29:00", "2022-12-31T08:30:00", "2022-12-31T08:31:00", "2022-12-31T08:32:00", "2022-12-31T08:33:00", "2022-12-31T08:34:00", "2022-12-31T08:35:00", "2022-12-31T08:36:00", "2022-12-31T08:37:00", "2022-12-31T08:38:00", "2022-12-31T08:39:00", "2022-12-31T08:40:00", "2022-12-31T08:41:00", "2022-12-31T08:42:00", "2022-12-31T08:43:00", "2022-12-31T08:44:00", "2022-12-31T08:45:00", "2022-12-31T08:46:00", "2022-12-31T08:47:00", "2022-12-31T08:48:00", "2022-12-31T08:49:00", "2022-12-31T08:50:00", "2022-12-31T08:51:00", "2022-12-31T08:52:00", "2022-12-31T08:53:00", "2022-12-31T08:54:00", "2022-12-31T08:55:00", "2022-12-31T08:56:00", "2022-12-31T08:57:00", "2022-12-31T08:58:00", "2022-12-31T08:59:00", "2022-12-31T09:00:00", "2022-12-31T09:01:00", "2022-12-31T09:02:00", "2022-12-31T09:03:00", "2022-12-31T09:04:00", "2022-12-31T09:05:00", "2022-12-31T09:06:00", "2022-12-31T09:07:00", "2022-12-31T09:08:00", "2022-12-31T09:09:00", "2022-12-31T09:10:00", "2022-12-31T09:11:00", "2022-12-31T09:12:00", "2022-12-31T09:13:00", "2022-12-31T09:14:00", "2022-12-31T09:15:00", "2022-12-31T09:16:00", "2022-12-31T09:17:00", "2022-12-31T09:18:00", "2022-12-31T09:19:00", "2022-12-31T09:20:00", "2022-12-31T09:21:00", "2022-12-31T09:22:00", "2022-12-31T09:23:00", "2022-12-31T09:24:00", "2022-12-31T09:25:00", "2022-12-31T09:26:00", "2022-12-31T09:27:00", "2022-12-31T09:28:00", "2022-12-31T09:29:00", "2022-12-31T09:30:00", "2022-12-31T09:31:00", "2022-12-31T09:32:00", "2022-12-31T09:33:00", "2022-12-31T09:34:00", "2022-12-31T09:35:00", "2022-12-31T09:36:00", "2022-12-31T09:37:00", "2022-12-31T09:38:00", "2022-12-31T09:39:00", "2022-12-31T09:40:00", "2022-12-31T09:41:00", "2022-12-31T09:42:00", "2022-12-31T09:43:00", "2022-12-31T09:44:00", "2022-12-31T09:45:00", "2022-12-31T09:46:00", "2022-12-31T09:47:00", "2022-12-31T09:48:00", "2022-12-31T09:49:00", "2022-12-31T09:50:00", "2022-12-31T09:51:00", "2022-12-31T09:52:00", "2022-12-31T09:53:00", "2022-12-31T09:54:00", "2022-12-31T09:55:00", "2022-12-31T09:56:00", "2022-12-31T09:57:00", "2022-12-31T09:58:00", "2022-12-31T09:59:00", "2022-12-31T10:00:00", "2022-12-31T10:01:00", "2022-12-31T10:02:00", "2022-12-31T10:03:00", "2022-12-31T10:04:00", "2022-12-31T10:05:00", "2022-12-31T10:06:00", "2022-12-31T10:07:00", "2022-12-31T10:08:00", "2022-12-31T10:09:00", "2022-12-31T10:10:00", "2022-12-31T10:11:00", "2022-12-31T10:12:00", "2022-12-31T10:13:00", "2022-12-31T10:14:00", "2022-12-31T10:15:00", "2022-12-31T10:16:00", "2022-12-31T10:17:00", "2022-12-31T10:18:00", "2022-12-31T10:19:00", "2022-12-31T10:20:00", "2022-12-31T10:21:00", "2022-12-31T10:22:00", "2022-12-31T10:23:00", "2022-12-31T10:24:00", "2022-12-31T10:25:00", "2022-12-31T10:26:00", "2022-12-31T10:27:00", "2022-12-31T10:28:00", "2022-12-31T10:29:00", "2022-12-31T10:30:00", "2022-12-31T10:31:00", "2022-12-31T10:32:00", "2022-12-31T10:33:00", "2022-12-31T10:34:00", "2022-12-31T10:35:00", "2022-12-31T10:36:00", "2022-12-31T10:37:00", "2022-12-31T10:38:00", "2022-12-31T10:39:00", "2022-12-31T10:40:00", "2022-12-31T10:41:00", "2022-12-31T10:42:00", "2022-12-31T10:43:00", "2022-12-31T10:44:00", "2022-12-31T10:45:00", "2022-12-31T10:46:00", "2022-12-31T10:47:00", "2022-12-31T10:48:00", "2022-12-31T10:49:00", "2022-12-31T10:50:00", "2022-12-31T10:51:00", "2022-12-31T10:52:00", "2022-12-31T10:53:00", "2022-12-31T10:54:00", "2022-12-31T10:55:00", "2022-12-31T10:56:00", "2022-12-31T10:57:00", "2022-12-31T10:58:00", "2022-12-31T10:59:00", "2022-12-31T11:00:00", "2022-12-31T11:01:00", "2022-12-31T11:02:00", "2022-12-31T11:03:00", "2022-12-31T11:04:00", "2022-12-31T11:05:00", "2022-12-31T11:06:00", "2022-12-31T11:07:00", "2022-12-31T11:08:00", "2022-12-31T11:09:00", "2022-12-31T11:10:00", "2022-12-31T11:11:00", "2022-12-31T11:12:00", "2022-12-31T11:13:00", "2022-12-31T11:14:00", "2022-12-31T11:15:00", "2022-12-31T11:16:00", "2022-12-31T11:17:00", "2022-12-31T11:18:00", "2022-12-31T11:19:00", "2022-12-31T11:20:00", "2022-12-31T11:21:00", "2022-12-31T11:22:00", "2022-12-31T11:23:00", "2022-12-31T11:24:00", "2022-12-31T11:25:00", "2022-12-31T11:26:00", "2022-12-31T11:27:00", "2022-12-31T11:28:00", "2022-12-31T11:29:00", "2022-12-31T11:30:00", "2022-12-31T11:31:00", "2022-12-31T11:32:00", "2022-12-31T11:33:00", "2022-12-31T11:34:00", "2022-12-31T11:35:00", "2022-12-31T11:36:00", "2022-12-31T11:37:00", "2022-12-31T11:38:00", "2022-12-31T11:39:00", "2022-12-31T11:40:00", "2022-12-31T11:41:00", "2022-12-31T11:42:00", "2022-12-31T11:43:00", "2022-12-31T11:44:00", "2022-12-31T11:45:00", "2022-12-31T11:46:00", "2022-12-31T11:47:00", "2022-12-31T11:48:00", "2022-12-31T11:49:00", "2022-12-31T11:50:00", "2022-12-31T11:51:00", "2022-12-31T11:52:00", "2022-12-31T11:53:00", "2022-12-31T11:54:00", "2022-12-31T11:55:00", "2022-12-31T11:56:00", "2022-12-31T11:57:00", "2022-12-31T11:58:00", "2022-12-31T11:59:00", "2022-12-31T12:00:00", "2022-12-31T12:01:00", "2022-12-31T12:02:00", "2022-12-31T12:03:00", "2022-12-31T12:04:00", "2022-12-31T12:05:00", "2022-12-31T12:06:00", "2022-12-31T12:07:00", "2022-12-31T12:08:00", "2022-12-31T12:09:00", "2022-12-31T12:10:00", "2022-12-31T12:11:00", "2022-12-31T12:12:00", "2022-12-31T12:13:00", "2022-12-31T12:14:00", "2022-12-31T12:15:00", "2022-12-31T12:16:00", "2022-12-31T12:17:00", "2022-12-31T12:18:00", "2022-12-31T12:19:00", "2022-12-31T12:20:00", "2022-12-31T12:21:00", "2022-12-31T12:22:00", "2022-12-31T12:23:00", "2022-12-31T12:24:00", "2022-12-31T12:25:00", "2022-12-31T12:26:00", "2022-12-31T12:27:00", "2022-12-31T12:28:00", "2022-12-31T12:29:00", "2022-12-31T12:30:00", "2022-12-31T12:31:00", "2022-12-31T12:32:00", "2022-12-31T12:33:00", "2022-12-31T12:34:00", "2022-12-31T12:35:00", "2022-12-31T12:36:00", "2022-12-31T12:37:00", "2022-12-31T12:38:00", "2022-12-31T12:39:00", "2022-12-31T12:40:00", "2022-12-31T12:41:00", "2022-12-31T12:42:00", "2022-12-31T12:43:00", "2022-12-31T12:44:00", "2022-12-31T12:45:00", "2022-12-31T12:46:00", "2022-12-31T12:47:00", "2022-12-31T12:48:00", "2022-12-31T12:49:00", "2022-12-31T12:50:00", "2022-12-31T12:51:00", "2022-12-31T12:52:00", "2022-12-31T12:53:00", "2022-12-31T12:54:00", "2022-12-31T12:55:00", "2022-12-31T12:56:00", "2022-12-31T12:57:00", "2022-12-31T12:58:00", "2022-12-31T12:59:00", "2022-12-31T13:00:00", "2022-12-31T13:01:00", "2022-12-31T13:02:00", "2022-12-31T13:03:00", "2022-12-31T13:04:00", "2022-12-31T13:05:00", "2022-12-31T13:06:00", "2022-12-31T13:07:00", "2022-12-31T13:08:00", "2022-12-31T13:09:00", "2022-12-31T13:10:00", "2022-12-31T13:11:00", "2022-12-31T13:12:00", "2022-12-31T13:13:00", "2022-12-31T13:14:00", "2022-12-31T13:15:00", "2022-12-31T13:16:00", "2022-12-31T13:17:00", "2022-12-31T13:18:00", "2022-12-31T13:19:00", "2022-12-31T13:20:00", "2022-12-31T13:21:00", "2022-12-31T13:22:00", "2022-12-31T13:23:00", "2022-12-31T13:24:00", "2022-12-31T13:25:00", "2022-12-31T13:26:00", "2022-12-31T13:27:00", "2022-12-31T13:28:00", "2022-12-31T13:29:00", "2022-12-31T13:30:00", "2022-12-31T13:31:00", "2022-12-31T13:32:00", "2022-12-31T13:33:00", "2022-12-31T13:34:00", "2022-12-31T13:35:00", "2022-12-31T13:36:00", "2022-12-31T13:37:00", "2022-12-31T13:38:00", "2022-12-31T13:39:00", "2022-12-31T13:40:00", "2022-12-31T13:41:00", "2022-12-31T13:42:00", "2022-12-31T13:43:00", "2022-12-31T13:44:00", "2022-12-31T13:45:00", "2022-12-31T13:46:00", "2022-12-31T13:47:00", "2022-12-31T13:48:00", "2022-12-31T13:49:00", "2022-12-31T13:50:00", "2022-12-31T13:51:00", "2022-12-31T13:52:00", "2022-12-31T13:53:00", "2022-12-31T13:54:00", "2022-12-31T13:55:00", "2022-12-31T13:56:00", "2022-12-31T13:57:00", "2022-12-31T13:58:00", "2022-12-31T13:59:00", "2022-12-31T14:00:00", "2022-12-31T14:01:00", "2022-12-31T14:02:00", "2022-12-31T14:03:00", "2022-12-31T14:04:00", "2022-12-31T14:05:00", "2022-12-31T14:06:00", "2022-12-31T14:07:00", "2022-12-31T14:08:00", "2022-12-31T14:09:00", "2022-12-31T14:10:00", "2022-12-31T14:11:00", "2022-12-31T14:12:00", "2022-12-31T14:13:00", "2022-12-31T14:14:00", "2022-12-31T14:15:00", "2022-12-31T14:16:00", "2022-12-31T14:17:00", "2022-12-31T14:18:00", "2022-12-31T14:19:00", "2022-12-31T14:20:00", "2022-12-31T14:21:00", "2022-12-31T14:22:00", "2022-12-31T14:23:00", "2022-12-31T14:24:00", "2022-12-31T14:25:00", "2022-12-31T14:26:00", "2022-12-31T14:27:00", "2022-12-31T14:28:00", "2022-12-31T14:29:00", "2022-12-31T14:30:00", "2022-12-31T14:31:00", "2022-12-31T14:32:00", "2022-12-31T14:33:00", "2022-12-31T14:34:00", "2022-12-31T14:35:00", "2022-12-31T14:36:00", "2022-12-31T14:37:00", "2022-12-31T14:38:00", "2022-12-31T14:39:00", "2022-12-31T14:40:00", "2022-12-31T14:41:00", "2022-12-31T14:42:00", "2022-12-31T14:43:00", "2022-12-31T14:44:00", "2022-12-31T14:45:00", "2022-12-31T14:46:00", "2022-12-31T14:47:00", "2022-12-31T14:48:00", "2022-12-31T14:49:00", "2022-12-31T14:50:00", "2022-12-31T14:51:00", "2022-12-31T14:52:00", "2022-12-31T14:53:00", "2022-12-31T14:54:00", "2022-12-31T14:55:00", "2022-12-31T14:56:00", "2022-12-31T14:57:00", "2022-12-31T14:58:00", "2022-12-31T14:59:00", "2022-12-31T15:00:00", "2022-12-31T15:01:00", "2022-12-31T15:02:00", "2022-12-31T15:03:00", "2022-12-31T15:04:00", "2022-12-31T15:05:00", "2022-12-31T15:06:00", "2022-12-31T15:07:00", "2022-12-31T15:08:00", "2022-12-31T15:09:00", "2022-12-31T15:10:00", "2022-12-31T15:11:00", "2022-12-31T15:12:00", "2022-12-31T15:13:00", "2022-12-31T15:14:00", "2022-12-31T15:15:00", "2022-12-31T15:16:00", "2022-12-31T15:17:00", "2022-12-31T15:18:00", "2022-12-31T15:19:00", "2022-12-31T15:20:00", "2022-12-31T15:21:00", "2022-12-31T15:22:00", "2022-12-31T15:23:00", "2022-12-31T15:24:00", "2022-12-31T15:25:00", "2022-12-31T15:26:00", "2022-12-31T15:27:00", "2022-12-31T15:28:00", "2022-12-31T15:29:00", "2022-12-31T15:30:00", "2022-12-31T15:31:00", "2022-12-31T15:32:00", "2022-12-31T15:33:00", "2022-12-31T15:34:00", "2022-12-31T15:35:00", "2022-12-31T15:36:00", "2022-12-31T15:37:00", "2022-12-31T15:38:00", "2022-12-31T15:39:00", "2022-12-31T15:40:00", "2022-12-31T15:41:00", "2022-12-31T15:42:00", "2022-12-31T15:43:00", "2022-12-31T15:44:00", "2022-12-31T15:45:00", "2022-12-31T15:46:00", "2022-12-31T15:47:00", "2022-12-31T15:48:00", "2022-12-31T15:49:00", "2022-12-31T15:50:00", "2022-12-31T15:51:00", "2022-12-31T15:52:00", "2022-12-31T15:53:00", "2022-12-31T15:54:00", "2022-12-31T15:55:00", "2022-12-31T15:56:00", "2022-12-31T15:57:00", "2022-12-31T15:58:00", "2022-12-31T15:59:00", "2022-12-31T16:00:00", "2022-12-31T16:01:00", "2022-12-31T16:02:00", "2022-12-31T16:03:00", "2022-12-31T16:04:00", "2022-12-31T16:05:00", "2022-12-31T16:06:00", "2022-12-31T16:07:00", "2022-12-31T16:08:00", "2022-12-31T16:09:00", "2022-12-31T16:10:00", "2022-12-31T16:11:00", "2022-12-31T16:12:00", "2022-12-31T16:13:00", "2022-12-31T16:14:00", "2022-12-31T16:15:00", "2022-12-31T16:16:00", "2022-12-31T16:17:00", "2022-12-31T16:18:00", "2022-12-31T16:19:00", "2022-12-31T16:20:00", "2022-12-31T16:21:00", "2022-12-31T16:22:00", "2022-12-31T16:23:00", "2022-12-31T16:24:00", "2022-12-31T16:25:00", "2022-12-31T16:26:00", "2022-12-31T16:27:00", "2022-12-31T16:28:00", "2022-12-31T16:29:00", "2022-12-31T16:30:00", "2022-12-31T16:31:00", "2022-12-31T16:32:00", "2022-12-31T16:33:00", "2022-12-31T16:34:00", "2022-12-31T16:35:00", "2022-12-31T16:36:00", "2022-12-31T16:37:00", "2022-12-31T16:38:00", "2022-12-31T16:39:00", "2022-12-31T16:40:00", "2022-12-31T16:41:00", "2022-12-31T16:42:00", "2022-12-31T16:43:00", "2022-12-31T16:44:00", "2022-12-31T16:45:00", "2022-12-31T16:46:00", "2022-12-31T16:47:00", "2022-12-31T16:48:00", "2022-12-31T16:49:00", "2022-12-31T16:50:00", "2022-12-31T16:51:00", "2022-12-31T16:52:00", "2022-12-31T16:53:00", "2022-12-31T16:54:00", "2022-12-31T16:55:00", "2022-12-31T16:56:00", "2022-12-31T16:57:00", "2022-12-31T16:58:00", "2022-12-31T16:59:00", "2022-12-31T17:00:00", "2022-12-31T17:01:00", "2022-12-31T17:02:00", "2022-12-31T17:03:00", "2022-12-31T17:04:00", "2022-12-31T17:05:00", "2022-12-31T17:06:00", "2022-12-31T17:07:00", "2022-12-31T17:08:00", "2022-12-31T17:09:00", "2022-12-31T17:10:00", "2022-12-31T17:11:00", "2022-12-31T17:12:00", "2022-12-31T17:13:00", "2022-12-31T17:14:00", "2022-12-31T17:15:00", "2022-12-31T17:16:00", "2022-12-31T17:17:00", "2022-12-31T17:18:00", "2022-12-31T17:19:00", "2022-12-31T17:20:00", "2022-12-31T17:21:00", "2022-12-31T17:22:00", "2022-12-31T17:23:00", "2022-12-31T17:24:00", "2022-12-31T17:25:00", "2022-12-31T17:26:00", "2022-12-31T17:27:00", "2022-12-31T17:28:00", "2022-12-31T17:29:00", "2022-12-31T17:30:00", "2022-12-31T17:31:00", "2022-12-31T17:32:00", "2022-12-31T17:33:00", "2022-12-31T17:34:00", "2022-12-31T17:35:00", "2022-12-31T17:36:00", "2022-12-31T17:37:00", "2022-12-31T17:38:00", "2022-12-31T17:39:00", "2022-12-31T17:40:00", "2022-12-31T17:41:00", "2022-12-31T17:42:00", "2022-12-31T17:43:00", "2022-12-31T17:44:00", "2022-12-31T17:45:00", "2022-12-31T17:46:00", "2022-12-31T17:47:00", "2022-12-31T17:48:00", "2022-12-31T17:49:00", "2022-12-31T17:50:00", "2022-12-31T17:51:00", "2022-12-31T17:52:00", "2022-12-31T17:53:00", "2022-12-31T17:54:00", "2022-12-31T17:55:00", "2022-12-31T17:56:00", "2022-12-31T17:57:00", "2022-12-31T17:58:00", "2022-12-31T17:59:00", "2022-12-31T18:00:00", "2022-12-31T18:01:00", "2022-12-31T18:02:00", "2022-12-31T18:03:00", "2022-12-31T18:04:00", "2022-12-31T18:05:00", "2022-12-31T18:06:00", "2022-12-31T18:07:00", "2022-12-31T18:08:00", "2022-12-31T18:09:00", "2022-12-31T18:10:00", "2022-12-31T18:11:00", "2022-12-31T18:12:00", "2022-12-31T18:13:00", "2022-12-31T18:14:00", "2022-12-31T18:15:00", "2022-12-31T18:16:00", "2022-12-31T18:17:00", "2022-12-31T18:18:00", "2022-12-31T18:19:00", "2022-12-31T18:20:00", "2022-12-31T18:21:00", "2022-12-31T18:22:00", "2022-12-31T18:23:00", "2022-12-31T18:24:00", "2022-12-31T18:25:00", "2022-12-31T18:26:00", "2022-12-31T18:27:00", "2022-12-31T18:28:00", "2022-12-31T18:29:00", "2022-12-31T18:30:00", "2022-12-31T18:31:00", "2022-12-31T18:32:00", "2022-12-31T18:33:00", "2022-12-31T18:34:00", "2022-12-31T18:35:00", "2022-12-31T18:36:00", "2022-12-31T18:37:00", "2022-12-31T18:38:00", "2022-12-31T18:39:00", "2022-12-31T18:40:00", "2022-12-31T18:41:00", "2022-12-31T18:42:00", "2022-12-31T18:43:00", "2022-12-31T18:44:00", "2022-12-31T18:45:00", "2022-12-31T18:46:00", "2022-12-31T18:47:00", "2022-12-31T18:48:00", "2022-12-31T18:49:00", "2022-12-31T18:50:00", "2022-12-31T18:51:00", "2022-12-31T18:52:00", "2022-12-31T18:53:00", "2022-12-31T18:54:00", "2022-12-31T18:55:00", "2022-12-31T18:56:00", "2022-12-31T18:57:00", "2022-12-31T18:58:00", "2022-12-31T18:59:00", "2022-12-31T19:00:00", "2022-12-31T19:01:00", "2022-12-31T19:02:00", "2022-12-31T19:03:00", "2022-12-31T19:04:00", "2022-12-31T19:05:00", "2022-12-31T19:06:00", "2022-12-31T19:07:00", "2022-12-31T19:08:00", "2022-12-31T19:09:00", "2022-12-31T19:10:00", "2022-12-31T19:11:00", "2022-12-31T19:12:00", "2022-12-31T19:13:00", "2022-12-31T19:14:00", "2022-12-31T19:15:00", "2022-12-31T19:16:00", "2022-12-31T19:17:00", "2022-12-31T19:18:00", "2022-12-31T19:19:00", "2022-12-31T19:20:00", "2022-12-31T19:21:00", "2022-12-31T19:22:00", "2022-12-31T19:23:00", "2022-12-31T19:24:00", "2022-12-31T19:25:00", "2022-12-31T19:26:00", "2022-12-31T19:27:00", "2022-12-31T19:28:00", "2022-12-31T19:29:00", "2022-12-31T19:30:00", "2022-12-31T19:31:00", "2022-12-31T19:32:00", "2022-12-31T19:33:00", "2022-12-31T19:34:00", "2022-12-31T19:35:00", "2022-12-31T19:36:00", "2022-12-31T19:37:00", "2022-12-31T19:38:00", "2022-12-31T19:39:00", "2022-12-31T19:40:00", "2022-12-31T19:41:00", "2022-12-31T19:42:00", "2022-12-31T19:43:00", "2022-12-31T19:44:00", "2022-12-31T19:45:00", "2022-12-31T19:46:00", "2022-12-31T19:47:00", "2022-12-31T19:48:00", "2022-12-31T19:49:00", "2022-12-31T19:50:00", "2022-12-31T19:51:00", "2022-12-31T19:52:00", "2022-12-31T19:53:00", "2022-12-31T19:54:00", "2022-12-31T19:55:00", "2022-12-31T19:56:00", "2022-12-31T19:57:00", "2022-12-31T19:58:00", "2022-12-31T19:59:00", "2022-12-31T20:00:00", "2022-12-31T20:01:00", "2022-12-31T20:02:00", "2022-12-31T20:03:00", "2022-12-31T20:04:00", "2022-12-31T20:05:00", "2022-12-31T20:06:00", "2022-12-31T20:07:00", "2022-12-31T20:08:00", "2022-12-31T20:09:00", "2022-12-31T20:10:00", "2022-12-31T20:11:00", "2022-12-31T20:12:00", "2022-12-31T20:13:00", "2022-12-31T20:14:00", "2022-12-31T20:15:00", "2022-12-31T20:16:00", "2022-12-31T20:17:00", "2022-12-31T20:18:00", "2022-12-31T20:19:00", "2022-12-31T20:20:00", "2022-12-31T20:21:00", "2022-12-31T20:22:00", "2022-12-31T20:23:00", "2022-12-31T20:24:00", "2022-12-31T20:25:00", "2022-12-31T20:26:00", "2022-12-31T20:27:00", "2022-12-31T20:28:00", "2022-12-31T20:29:00", "2022-12-31T20:30:00", "2022-12-31T20:31:00", "2022-12-31T20:32:00", "2022-12-31T20:33:00", "2022-12-31T20:34:00", "2022-12-31T20:35:00", "2022-12-31T20:36:00", "2022-12-31T20:37:00", "2022-12-31T20:38:00", "2022-12-31T20:39:00", "2022-12-31T20:40:00", "2022-12-31T20:41:00", "2022-12-31T20:42:00", "2022-12-31T20:43:00", "2022-12-31T20:44:00", "2022-12-31T20:45:00", "2022-12-31T20:46:00", "2022-12-31T20:47:00", "2022-12-31T20:48:00", "2022-12-31T20:49:00", "2022-12-31T20:50:00", "2022-12-31T20:51:00", "2022-12-31T20:52:00", "2022-12-31T20:53:00", "2022-12-31T20:54:00", "2022-12-31T20:55:00", "2022-12-31T20:56:00", "2022-12-31T20:57:00", "2022-12-31T20:58:00", "2022-12-31T20:59:00", "2022-12-31T21:00:00", "2022-12-31T21:01:00", "2022-12-31T21:02:00", "2022-12-31T21:03:00", "2022-12-31T21:04:00", "2022-12-31T21:05:00", "2022-12-31T21:06:00", "2022-12-31T21:07:00", "2022-12-31T21:08:00", "2022-12-31T21:09:00", "2022-12-31T21:10:00", "2022-12-31T21:11:00", "2022-12-31T21:12:00", "2022-12-31T21:13:00", "2022-12-31T21:14:00", "2022-12-31T21:15:00", "2022-12-31T21:16:00", "2022-12-31T21:17:00", "2022-12-31T21:18:00", "2022-12-31T21:19:00", "2022-12-31T21:20:00", "2022-12-31T21:21:00", "2022-12-31T21:22:00", "2022-12-31T21:23:00", "2022-12-31T21:24:00", "2022-12-31T21:25:00", "2022-12-31T21:26:00", "2022-12-31T21:27:00", "2022-12-31T21:28:00", "2022-12-31T21:29:00", "2022-12-31T21:30:00", "2022-12-31T21:31:00", "2022-12-31T21:32:00", "2022-12-31T21:33:00", "2022-12-31T21:34:00", "2022-12-31T21:35:00", "2022-12-31T21:36:00", "2022-12-31T21:37:00", "2022-12-31T21:38:00", "2022-12-31T21:39:00", "2022-12-31T21:40:00", "2022-12-31T21:41:00", "2022-12-31T21:42:00", "2022-12-31T21:43:00", "2022-12-31T21:44:00", "2022-12-31T21:45:00", "2022-12-31T21:46:00", "2022-12-31T21:47:00", "2022-12-31T21:48:00", "2022-12-31T21:49:00", "2022-12-31T21:50:00", "2022-12-31T21:51:00", "2022-12-31T21:52:00", "2022-12-31T21:53:00", "2022-12-31T21:54:00", "2022-12-31T21:55:00", "2022-12-31T21:56:00", "2022-12-31T21:57:00", "2022-12-31T21:58:00", "2022-12-31T21:59:00", "2022-12-31T22:00:00", "2022-12-31T22:01:00", "2022-12-31T22:02:00", "2022-12-31T22:03:00", "2022-12-31T22:04:00", "2022-12-31T22:05:00", "2022-12-31T22:06:00", "2022-12-31T22:07:00", "2022-12-31T22:08:00", "2022-12-31T22:09:00", "2022-12-31T22:10:00", "2022-12-31T22:11:00", "2022-12-31T22:12:00", "2022-12-31T22:13:00", "2022-12-31T22:14:00", "2022-12-31T22:15:00", "2022-12-31T22:16:00", "2022-12-31T22:17:00", "2022-12-31T22:18:00", "2022-12-31T22:19:00", "2022-12-31T22:20:00", "2022-12-31T22:21:00", "2022-12-31T22:22:00", "2022-12-31T22:23:00", "2022-12-31T22:24:00", "2022-12-31T22:25:00", "2022-12-31T22:26:00", "2022-12-31T22:27:00", "2022-12-31T22:28:00", "2022-12-31T22:29:00", "2022-12-31T22:30:00", "2022-12-31T22:31:00", "2022-12-31T22:32:00", "2022-12-31T22:33:00", "2022-12-31T22:34:00", "2022-12-31T22:35:00", "2022-12-31T22:36:00", "2022-12-31T22:37:00", "2022-12-31T22:38:00", "2022-12-31T22:39:00", "2022-12-31T22:40:00", "2022-12-31T22:41:00", "2022-12-31T22:42:00", "2022-12-31T22:43:00", "2022-12-31T22:44:00", "2022-12-31T22:45:00", "2022-12-31T22:46:00", "2022-12-31T22:47:00", "2022-12-31T22:48:00", "2022-12-31T22:49:00", "2022-12-31T22:50:00", "2022-12-31T22:51:00", "2022-12-31T22:52:00", "2022-12-31T22:53:00", "2022-12-31T22:54:00", "2022-12-31T22:55:00", "2022-12-31T22:56:00", "2022-12-31T22:57:00", "2022-12-31T22:58:00", "2022-12-31T22:59:00", "2022-12-31T23:00:00", "2022-12-31T23:01:00", "2022-12-31T23:02:00", "2022-12-31T23:03:00", "2022-12-31T23:04:00", "2022-12-31T23:05:00", "2022-12-31T23:06:00", "2022-12-31T23:07:00", "2022-12-31T23:08:00", "2022-12-31T23:09:00", "2022-12-31T23:10:00", "2022-12-31T23:11:00", "2022-12-31T23:12:00", "2022-12-31T23:13:00", "2022-12-31T23:14:00", "2022-12-31T23:15:00", "2022-12-31T23:16:00", "2022-12-31T23:17:00", "2022-12-31T23:18:00", "2022-12-31T23:19:00", "2022-12-31T23:20:00", "2022-12-31T23:21:00", "2022-12-31T23:22:00", "2022-12-31T23:23:00", "2022-12-31T23:24:00", "2022-12-31T23:25:00", "2022-12-31T23:26:00", "2022-12-31T23:27:00", "2022-12-31T23:28:00", "2022-12-31T23:29:00", "2022-12-31T23:30:00", "2022-12-31T23:31:00", "2022-12-31T23:32:00", "2022-12-31T23:33:00", "2022-12-31T23:34:00", "2022-12-31T23:35:00", "2022-12-31T23:36:00", "2022-12-31T23:37:00", "2022-12-31T23:38:00", "2022-12-31T23:39:00", "2022-12-31T23:40:00", "2022-12-31T23:41:00", "2022-12-31T23:42:00", "2022-12-31T23:43:00", "2022-12-31T23:44:00", "2022-12-31T23:45:00", "2022-12-31T23:46:00", "2022-12-31T23:47:00", "2022-12-31T23:48:00", "2022-12-31T23:49:00", "2022-12-31T23:50:00", "2022-12-31T23:51:00", "2022-12-31T23:52:00", "2022-12-31T23:53:00", "2022-12-31T23:54:00", "2022-12-31T23:55:00", "2022-12-31T23:56:00", "2022-12-31T23:57:00", "2022-12-31T23:58:00", "2022-12-31T23:59:00", "2023-01-01T00:00:00" ], "y": [ 94.8869910651733, 94.88630294733947, 94.88561482950564, 94.88492671167181, 94.88423859383798, 94.88355047600415, 94.88286235817031, 94.88217424033648, 94.88148612250266, 94.88079800466883, 94.880109886835, 94.87942176900117, 94.87873365116734, 94.8780455333335, 94.87735741549967, 94.87666929766584, 94.87598117983201, 94.87529306199818, 94.87460494416435, 94.87391682633051, 94.87322870849668, 94.87254059066285, 94.87185247282902, 94.8711643549952, 94.87047623716137, 94.86978811932754, 94.8691000014937, 94.86841188365987, 94.86772376582604, 94.86703564799221, 94.86634753015838, 94.86565941232455, 94.86497129449072, 94.86428317665688, 94.86359505882305, 94.86290694098922, 94.86221882315539, 94.86153070532156, 94.86084258748774, 94.8601544696539, 94.85946635182007, 94.85877823398624, 94.85809011615241, 94.85740199831858, 94.85671388048475, 94.85602576265092, 94.85533764481708, 94.85464952698325, 94.85396140914942, 94.85327329131559, 94.85258517348176, 94.85189705564792, 94.85120893781409, 94.85052081998028, 94.84983270214644, 94.84914458431261, 94.84845646647878, 94.84776834864495, 94.84708023081112, 94.84639211297728, 94.84570399514345, 94.84498905524045, 94.84427411533744, 94.84355917543444, 94.84284423553144, 94.84212929562844, 94.84141435572543, 94.84069941582243, 94.83998447591942, 94.83926953601642, 94.83855459611341, 94.8378396562104, 94.83712471630741, 94.83640977640441, 94.8356948365014, 94.8349798965984, 94.83426495669539, 94.83355001679239, 94.83283507688938, 94.83212013698639, 94.83140519708338, 94.83069025718038, 94.82997531727737, 94.82926037737437, 94.82854543747136, 94.82783049756836, 94.82711555766535, 94.82640061776236, 94.82568567785935, 94.82497073795635, 94.82425579805334, 94.82354085815034, 94.82282591824733, 94.82211097834433, 94.82139603844134, 94.82068109853833, 94.81996615863532, 94.81925121873232, 94.81853627882931, 94.81782133892631, 94.8171063990233, 94.8163914591203, 94.8156765192173, 94.8149615793143, 94.8142466394113, 94.81353169950829, 94.81281675960528, 94.81210181970228, 94.81138687979927, 94.81067193989628, 94.80995699999328, 94.80924206009027, 94.80852712018726, 94.80781218028426, 94.80709724038125, 94.80638230047825, 94.80566736057524, 94.80495242067225, 94.80423748076925, 94.80352254086624, 94.80280760096323, 94.80351692869372, 94.80422625642422, 94.80493558415469, 94.80564491188518, 94.80635423961567, 94.80706356734616, 94.80777289507665, 94.80848222280714, 94.80919155053762, 94.80990087826811, 94.8106102059986, 94.81131953372909, 94.81202886145958, 94.81273818919006, 94.81344751692055, 94.81415684465104, 94.81486617238153, 94.81557550011202, 94.81628482784251, 94.81699415557298, 94.81770348330348, 94.81841281103397, 94.81912213876446, 94.81983146649495, 94.82054079422542, 94.82125012195591, 94.8219594496864, 94.8226687774169, 94.82337810514738, 94.82408743287786, 94.82479676060835, 94.82550608833884, 94.82621541606933, 94.82692474379982, 94.82763407153031, 94.82834339926079, 94.82905272699128, 94.82976205472177, 94.83047138245226, 94.83118071018275, 94.83189003791323, 94.83259936564372, 94.8333086933742, 94.8340180211047, 94.83472734883519, 94.83543667656568, 94.83614600429615, 94.83685533202664, 94.83756465975713, 94.83827398748763, 94.83898331521812, 94.83969264294859, 94.84040197067908, 94.84111129840957, 94.84182062614006, 94.84252995387055, 94.84323928160104, 94.84394860933152, 94.84465793706201, 94.8453672647925, 94.84548067239433, 94.84559407999615, 94.84570748759796, 94.8458208951998, 94.84593430280162, 94.84604771040344, 94.84616111800526, 94.84627452560709, 94.84638793320892, 94.84650134081073, 94.84661474841255, 94.84672815601438, 94.84684156361621, 94.84695497121803, 94.84706837881984, 94.84718178642167, 94.8472951940235, 94.84740860162532, 94.84752200922713, 94.84763541682896, 94.8477488244308, 94.84786223203261, 94.84797563963443, 94.84808904723626, 94.84820245483809, 94.8483158624399, 94.84842927004172, 94.84854267764355, 94.84865608524538, 94.8487694928472, 94.84888290044901, 94.84899630805084, 94.84910971565267, 94.84922312325449, 94.8493365308563, 94.84944993845814, 94.84956334605997, 94.84967675366178, 94.8497901612636, 94.84990356886543, 94.85001697646726, 94.85013038406908, 94.85024379167089, 94.85035719927272, 94.85047060687455, 94.85058401447637, 94.85069742207818, 94.85081082968001, 94.85092423728184, 94.85103764488366, 94.85115105248548, 94.85126446008731, 94.85137786768914, 94.85149127529095, 94.85160468289277, 94.8517180904946, 94.85183149809643, 94.85194490569825, 94.85205831330006, 94.8521717209019, 94.85221987910148, 94.85226803730107, 94.85231619550066, 94.85236435370025, 94.85241251189983, 94.85246067009942, 94.85250882829901, 94.8525569864986, 94.85260514469819, 94.85265330289778, 94.85270146109737, 94.85274961929696, 94.85279777749653, 94.85284593569612, 94.85289409389571, 94.8529422520953, 94.8529904102949, 94.85303856849448, 94.85308672669407, 94.85313488489366, 94.85318304309325, 94.85323120129283, 94.85327935949242, 94.85332751769201, 94.8533756758916, 94.85342383409119, 94.85347199229078, 94.85352015049037, 94.85356830868996, 94.85361646688955, 94.85366462508912, 94.85371278328871, 94.8537609414883, 94.8538090996879, 94.85385725788748, 94.85390541608707, 94.85395357428666, 94.85400173248625, 94.85404989068583, 94.85409804888542, 94.85414620708501, 94.8541943652846, 94.85424252348419, 94.85429068168378, 94.85433883988337, 94.85438699808296, 94.85443515628255, 94.85448331448212, 94.85453147268171, 94.8545796308813, 94.8546277890809, 94.85467594728048, 94.85472410548007, 94.85477226367966, 94.85482042187925, 94.85486858007883, 94.85491673827842, 94.85496489647801, 94.8550130546776, 94.85506121287719, 94.855547421274, 94.8560336296708, 94.8565198380676, 94.8570060464644, 94.85749225486121, 94.85797846325802, 94.85846467165481, 94.85895088005162, 94.85943708844843, 94.85992329684524, 94.86040950524203, 94.86089571363884, 94.86138192203565, 94.86186813043246, 94.86235433882925, 94.86284054722606, 94.86332675562286, 94.86381296401967, 94.86429917241648, 94.86478538081327, 94.86527158921008, 94.86575779760689, 94.8662440060037, 94.86673021440049, 94.8672164227973, 94.8677026311941, 94.86818883959091, 94.86867504798771, 94.86916125638452, 94.86964746478132, 94.87013367317813, 94.87061988157494, 94.87110608997173, 94.87159229836854, 94.87207850676535, 94.87256471516216, 94.87305092355895, 94.87353713195576, 94.87402334035257, 94.87450954874937, 94.87499575714617, 94.87548196554297, 94.87596817393978, 94.87645438233659, 94.8769405907334, 94.87742679913019, 94.877913007527, 94.8783992159238, 94.87888542432061, 94.87937163271741, 94.87985784111422, 94.88034404951102, 94.88083025790783, 94.88131646630463, 94.88180267470143, 94.88228888309824, 94.88277509149505, 94.88326129989184, 94.88374750828865, 94.88423371668546, 94.88403945255017, 94.88384518841488, 94.88365092427959, 94.88345666014429, 94.883262396009, 94.88306813187371, 94.88287386773843, 94.88267960360314, 94.88248533946785, 94.88229107533255, 94.88209681119726, 94.88190254706197, 94.88170828292668, 94.88151401879139, 94.8813197546561, 94.88112549052082, 94.88093122638551, 94.88073696225023, 94.88054269811494, 94.88034843397965, 94.88015416984436, 94.87995990570907, 94.87976564157378, 94.87957137743848, 94.87937711330319, 94.8791828491679, 94.87898858503262, 94.87879432089733, 94.87860005676204, 94.87840579262675, 94.87821152849145, 94.87801726435616, 94.87782300022087, 94.87762873608558, 94.8774344719503, 94.877240207815, 94.8770459436797, 94.87685167954442, 94.87665741540913, 94.87646315127384, 94.87626888713855, 94.87607462300326, 94.87588035886797, 94.87568609473267, 94.87549183059738, 94.8752975664621, 94.8751033023268, 94.87490903819152, 94.87471477405623, 94.87452050992093, 94.87432624578564, 94.87413198165035, 94.87393771751506, 94.87374345337977, 94.87354918924449, 94.8733549251092, 94.8731606609739, 94.8729663968386, 94.87277213270332, 94.87257786856803, 94.87335063983554, 94.87412341110303, 94.87489618237053, 94.87566895363804, 94.87644172490553, 94.87721449617304, 94.87798726744055, 94.87876003870804, 94.87953280997554, 94.88030558124305, 94.88107835251056, 94.88185112377805, 94.88262389504555, 94.88339666631306, 94.88416943758055, 94.88494220884806, 94.88571498011557, 94.88648775138306, 94.88726052265056, 94.88803329391807, 94.88880606518556, 94.88957883645307, 94.89035160772058, 94.89112437898807, 94.89189715025557, 94.89266992152308, 94.89344269279057, 94.89421546405808, 94.89498823532558, 94.89576100659309, 94.89653377786058, 94.89730654912809, 94.8980793203956, 94.89885209166309, 94.8996248629306, 94.9003976341981, 94.90117040546559, 94.9019431767331, 94.9027159480006, 94.9034887192681, 94.9042614905356, 94.90503426180311, 94.9058070330706, 94.90657980433811, 94.90735257560561, 94.9081253468731, 94.90889811814061, 94.90967088940812, 94.91044366067561, 94.91121643194312, 94.91198920321062, 94.91276197447813, 94.91353474574562, 94.91430751701313, 94.91508028828063, 94.91585305954813, 94.91662583081563, 94.91739860208314, 94.91817137335063, 94.91894414461814, 94.91959709961944, 94.92025005462074, 94.92090300962205, 94.92155596462335, 94.92220891962465, 94.92286187462597, 94.92351482962727, 94.92416778462857, 94.92482073962987, 94.92547369463117, 94.92612664963248, 94.92677960463378, 94.92743255963508, 94.9280855146364, 94.9287384696377, 94.929391424639, 94.9300443796403, 94.9306973346416, 94.93135028964291, 94.9320032446442, 94.9326561996455, 94.93330915464682, 94.93396210964812, 94.93461506464942, 94.93526801965072, 94.93592097465202, 94.93657392965333, 94.93722688465463, 94.93787983965593, 94.93853279465725, 94.93918574965855, 94.93983870465985, 94.94049165966115, 94.94114461466245, 94.94179756966376, 94.94245052466506, 94.94310347966636, 94.94375643466768, 94.94440938966898, 94.94506234467028, 94.94571529967158, 94.94636825467288, 94.94702120967419, 94.94767416467549, 94.94832711967679, 94.9489800746781, 94.9496330296794, 94.9502859846807, 94.950938939682, 94.9515918946833, 94.95224484968462, 94.95289780468592, 94.95355075968722, 94.95420371468853, 94.95485666968983, 94.95550962469113, 94.95616257969243, 94.95681553469373, 94.95746848969505, 94.95812144469635, 94.95801742338179, 94.95791340206722, 94.95780938075266, 94.9577053594381, 94.95760133812354, 94.95749731680897, 94.95739329549441, 94.95728927417984, 94.95718525286529, 94.95708123155072, 94.95697721023616, 94.9568731889216, 94.95676916760704, 94.95666514629248, 94.95656112497791, 94.95645710366335, 94.95635308234878, 94.95624906103423, 94.95614503971966, 94.9560410184051, 94.95593699709055, 94.95583297577598, 94.95572895446142, 94.95562493314685, 94.9555209118323, 94.95541689051772, 94.95531286920317, 94.9552088478886, 94.95510482657404, 94.95500080525949, 94.95489678394492, 94.95479276263036, 94.95468874131579, 94.95458472000124, 94.95448069868667, 94.95437667737211, 94.95427265605754, 94.95416863474298, 94.95406461342841, 94.95396059211386, 94.9538565707993, 94.95375254948473, 94.95364852817018, 94.95354450685561, 94.95344048554105, 94.95333646422648, 94.95323244291193, 94.95312842159736, 94.9530244002828, 94.95292037896823, 94.95281635765367, 94.95271233633912, 94.95260831502455, 94.95250429370999, 94.95240027239542, 94.95229625108087, 94.9521922297663, 94.95208820845174, 94.95198418713717, 94.95188016582262, 94.95212332267772, 94.95236647953284, 94.95260963638795, 94.95285279324305, 94.95309595009817, 94.95333910695328, 94.95358226380839, 94.9538254206635, 94.95406857751861, 94.95431173437373, 94.95455489122884, 94.95479804808394, 94.95504120493906, 94.95528436179417, 94.95552751864928, 94.9557706755044, 94.9560138323595, 94.95625698921461, 94.95650014606973, 94.95674330292483, 94.95698645977994, 94.95722961663506, 94.95747277349017, 94.95771593034527, 94.9579590872004, 94.9582022440555, 94.9584454009106, 94.95868855776573, 94.95893171462083, 94.95917487147594, 94.95941802833106, 94.95966118518616, 94.95990434204128, 94.96014749889639, 94.9603906557515, 94.96063381260662, 94.96087696946172, 94.96112012631683, 94.96136328317195, 94.96160644002705, 94.96184959688216, 94.96209275373728, 94.96233591059239, 94.96257906744749, 94.96282222430261, 94.96306538115772, 94.96330853801283, 94.96355169486795, 94.96379485172305, 94.96403800857817, 94.96428116543328, 94.96452432228838, 94.9647674791435, 94.96501063599861, 94.96525379285372, 94.96549694970884, 94.96574010656394, 94.96598326341905, 94.96622642027417, 94.96646957712927, 94.96634233512818, 94.96621509312708, 94.96608785112596, 94.96596060912486, 94.96583336712376, 94.96570612512267, 94.96557888312157, 94.96545164112047, 94.96532439911935, 94.96519715711825, 94.96506991511716, 94.96494267311606, 94.96481543111496, 94.96468818911384, 94.96456094711274, 94.96443370511165, 94.96430646311055, 94.96417922110945, 94.96405197910835, 94.96392473710723, 94.96379749510614, 94.96367025310504, 94.96354301110394, 94.96341576910284, 94.96328852710172, 94.96316128510063, 94.96303404309953, 94.96290680109843, 94.96277955909733, 94.96265231709623, 94.96252507509512, 94.96239783309402, 94.96227059109292, 94.96214334909182, 94.96201610709072, 94.9618888650896, 94.9617616230885, 94.9616343810874, 94.96150713908631, 94.96137989708521, 94.9612526550841, 94.961125413083, 94.9609981710819, 94.9608709290808, 94.9607436870797, 94.9606164450786, 94.96048920307749, 94.96036196107639, 94.96023471907529, 94.96010747707419, 94.95998023507309, 94.95985299307198, 94.95972575107088, 94.95959850906978, 94.95947126706868, 94.95934402506758, 94.95921678306648, 94.95908954106537, 94.95896229906427, 94.95883505706317, 94.95890986236816, 94.95898466767316, 94.95905947297815, 94.95913427828314, 94.95920908358815, 94.95928388889314, 94.95935869419813, 94.95943349950313, 94.95950830480812, 94.95958311011312, 94.9596579154181, 94.95973272072311, 94.9598075260281, 94.95988233133309, 94.9599571366381, 94.96003194194309, 94.96010674724808, 94.96018155255308, 94.96025635785807, 94.96033116316306, 94.96040596846807, 94.96048077377306, 94.96055557907805, 94.96063038438305, 94.96070518968804, 94.96077999499303, 94.96085480029804, 94.96092960560303, 94.96100441090802, 94.96107921621302, 94.96115402151801, 94.961228826823, 94.961303632128, 94.961378437433, 94.96145324273799, 94.96152804804298, 94.96160285334798, 94.96167765865297, 94.96175246395796, 94.96182726926297, 94.96190207456796, 94.96197687987295, 94.96205168517795, 94.96212649048294, 94.96220129578793, 94.96227610109294, 94.96235090639793, 94.96242571170292, 94.96250051700792, 94.96257532231292, 94.9626501276179, 94.9627249329229, 94.9627997382279, 94.96287454353289, 94.96294934883788, 94.96302415414289, 94.96309895944788, 94.96317376475287, 94.96324857005787, 94.96332337536286, 94.96349464765632, 94.96366591994976, 94.96383719224322, 94.96400846453668, 94.96417973683012, 94.96435100912358, 94.96452228141703, 94.96469355371049, 94.96486482600393, 94.96503609829739, 94.96520737059085, 94.96537864288429, 94.96554991517775, 94.9657211874712, 94.96589245976466, 94.9660637320581, 94.96623500435156, 94.96640627664502, 94.96657754893846, 94.96674882123192, 94.96692009352537, 94.96709136581882, 94.96726263811227, 94.96743391040573, 94.96760518269917, 94.96777645499263, 94.96794772728609, 94.96811899957954, 94.96829027187299, 94.96846154416644, 94.9686328164599, 94.96880408875334, 94.9689753610468, 94.96914663334026, 94.96931790563372, 94.96948917792716, 94.96966045022062, 94.96983172251407, 94.97000299480752, 94.97017426710097, 94.97034553939443, 94.97051681168787, 94.97068808398133, 94.97085935627479, 94.97103062856824, 94.97120190086169, 94.97137317315514, 94.9715444454486, 94.97171571774204, 94.9718869900355, 94.97205826232896, 94.9722295346224, 94.97240080691586, 94.97257207920931, 94.97274335150277, 94.97291462379621, 94.97308589608967, 94.97325716838313, 94.97342844067657, 94.97359971297003, 94.97395836191399, 94.97431701085793, 94.97467565980189, 94.97503430874585, 94.97539295768979, 94.97575160663375, 94.97611025557771, 94.97646890452165, 94.97682755346561, 94.97718620240957, 94.97754485135353, 94.97790350029747, 94.97826214924143, 94.97862079818539, 94.97897944712933, 94.97933809607329, 94.97969674501725, 94.9800553939612, 94.98041404290515, 94.98077269184911, 94.98113134079306, 94.98148998973701, 94.98184863868097, 94.98220728762492, 94.98256593656888, 94.98292458551283, 94.98328323445678, 94.98364188340074, 94.9840005323447, 94.98435918128865, 94.9847178302326, 94.98507647917656, 94.98543512812051, 94.98579377706446, 94.98615242600842, 94.98651107495238, 94.98686972389632, 94.98722837284028, 94.98758702178424, 94.98794567072818, 94.98830431967214, 94.9886629686161, 94.98902161756004, 94.989380266504, 94.98973891544796, 94.9900975643919, 94.99045621333586, 94.99081486227982, 94.99117351122376, 94.99153216016772, 94.99189080911168, 94.99224945805564, 94.99260810699958, 94.99296675594354, 94.9933254048875, 94.99368405383144, 94.9940427027754, 94.99440135171936, 94.9947600006633, 94.99511864960726, 94.99520000544715, 94.99528136128703, 94.9953627171269, 94.99544407296678, 94.99552542880666, 94.99560678464654, 94.99568814048642, 94.99576949632629, 94.99585085216617, 94.99593220800605, 94.99601356384593, 94.99609491968582, 94.99617627552568, 94.99625763136557, 94.99633898720545, 94.99642034304533, 94.99650169888521, 94.99658305472508, 94.99666441056496, 94.99674576640484, 94.99682712224472, 94.9969084780846, 94.99698983392447, 94.99707118976436, 94.99715254560424, 94.99723390144412, 94.997315257284, 94.99739661312387, 94.99747796896375, 94.99755932480363, 94.99764068064351, 94.9977220364834, 94.99780339232326, 94.99788474816314, 94.99796610400303, 94.99804745984291, 94.99812881568279, 94.99821017152266, 94.99829152736254, 94.99837288320242, 94.9984542390423, 94.99853559488218, 94.99861695072205, 94.99869830656193, 94.99877966240182, 94.9988610182417, 94.99894237408158, 94.99902372992145, 94.99910508576133, 94.99918644160121, 94.99926779744109, 94.99934915328097, 94.99943050912084, 94.99951186496072, 94.9995932208006, 94.99967457664049, 94.99975593248037, 94.99983728832024, 94.99991864416012, 95.0 ] }, { "name": "Optimized reservoir level", "type": "scatter", "x": [ "2023-01-01T00:01:00", "2023-01-01T00:02:00", "2023-01-01T00:03:00", "2023-01-01T00:04:00", "2023-01-01T00:05:00", "2023-01-01T00:06:00", "2023-01-01T00:07:00", "2023-01-01T00:08:00", "2023-01-01T00:09:00", "2023-01-01T00:10:00", "2023-01-01T00:11:00", "2023-01-01T00:12:00", "2023-01-01T00:13:00", "2023-01-01T00:14:00", "2023-01-01T00:15:00", "2023-01-01T00:16:00", "2023-01-01T00:17:00", "2023-01-01T00:18:00", "2023-01-01T00:19:00", "2023-01-01T00:20:00", "2023-01-01T00:21:00", "2023-01-01T00:22:00", "2023-01-01T00:23:00", "2023-01-01T00:24:00", "2023-01-01T00:25:00", "2023-01-01T00:26:00", "2023-01-01T00:27:00", "2023-01-01T00:28:00", "2023-01-01T00:29:00", "2023-01-01T00:30:00", "2023-01-01T00:31:00", "2023-01-01T00:32:00", "2023-01-01T00:33:00", "2023-01-01T00:34:00", "2023-01-01T00:35:00", "2023-01-01T00:36:00", "2023-01-01T00:37:00", "2023-01-01T00:38:00", "2023-01-01T00:39:00", "2023-01-01T00:40:00", "2023-01-01T00:41:00", "2023-01-01T00:42:00", "2023-01-01T00:43:00", "2023-01-01T00:44:00", "2023-01-01T00:45:00", "2023-01-01T00:46:00", "2023-01-01T00:47:00", "2023-01-01T00:48:00", "2023-01-01T00:49:00", "2023-01-01T00:50:00", "2023-01-01T00:51:00", "2023-01-01T00:52:00", "2023-01-01T00:53:00", "2023-01-01T00:54:00", "2023-01-01T00:55:00", "2023-01-01T00:56:00", "2023-01-01T00:57:00", "2023-01-01T00:58:00", "2023-01-01T00:59:00", "2023-01-01T01:00:00", "2023-01-01T01:01:00", "2023-01-01T01:02:00", "2023-01-01T01:03:00", "2023-01-01T01:04:00", "2023-01-01T01:05:00", "2023-01-01T01:06:00", "2023-01-01T01:07:00", "2023-01-01T01:08:00", "2023-01-01T01:09:00", "2023-01-01T01:10:00", "2023-01-01T01:11:00", "2023-01-01T01:12:00", "2023-01-01T01:13:00", "2023-01-01T01:14:00", "2023-01-01T01:15:00", "2023-01-01T01:16:00", "2023-01-01T01:17:00", "2023-01-01T01:18:00", "2023-01-01T01:19:00", "2023-01-01T01:20:00", "2023-01-01T01:21:00", "2023-01-01T01:22:00", "2023-01-01T01:23:00", "2023-01-01T01:24:00", "2023-01-01T01:25:00", "2023-01-01T01:26:00", "2023-01-01T01:27:00", "2023-01-01T01:28:00", "2023-01-01T01:29:00", "2023-01-01T01:30:00", "2023-01-01T01:31:00", "2023-01-01T01:32:00", "2023-01-01T01:33:00", "2023-01-01T01:34:00", "2023-01-01T01:35:00", "2023-01-01T01:36:00", "2023-01-01T01:37:00", "2023-01-01T01:38:00", "2023-01-01T01:39:00", "2023-01-01T01:40:00", "2023-01-01T01:41:00", "2023-01-01T01:42:00", "2023-01-01T01:43:00", "2023-01-01T01:44:00", "2023-01-01T01:45:00", "2023-01-01T01:46:00", "2023-01-01T01:47:00", "2023-01-01T01:48:00", "2023-01-01T01:49:00", "2023-01-01T01:50:00", "2023-01-01T01:51:00", "2023-01-01T01:52:00", "2023-01-01T01:53:00", "2023-01-01T01:54:00", "2023-01-01T01:55:00", "2023-01-01T01:56:00", "2023-01-01T01:57:00", "2023-01-01T01:58:00", "2023-01-01T01:59:00", "2023-01-01T02:00:00", "2023-01-01T02:01:00", "2023-01-01T02:02:00", "2023-01-01T02:03:00", "2023-01-01T02:04:00", "2023-01-01T02:05:00", "2023-01-01T02:06:00", "2023-01-01T02:07:00", "2023-01-01T02:08:00", "2023-01-01T02:09:00", "2023-01-01T02:10:00", "2023-01-01T02:11:00", "2023-01-01T02:12:00", "2023-01-01T02:13:00", "2023-01-01T02:14:00", "2023-01-01T02:15:00", "2023-01-01T02:16:00", "2023-01-01T02:17:00", "2023-01-01T02:18:00", "2023-01-01T02:19:00", "2023-01-01T02:20:00", "2023-01-01T02:21:00", "2023-01-01T02:22:00", "2023-01-01T02:23:00", "2023-01-01T02:24:00", "2023-01-01T02:25:00", "2023-01-01T02:26:00", "2023-01-01T02:27:00", "2023-01-01T02:28:00", "2023-01-01T02:29:00", "2023-01-01T02:30:00", "2023-01-01T02:31:00", "2023-01-01T02:32:00", "2023-01-01T02:33:00", "2023-01-01T02:34:00", "2023-01-01T02:35:00", "2023-01-01T02:36:00", "2023-01-01T02:37:00", "2023-01-01T02:38:00", "2023-01-01T02:39:00", "2023-01-01T02:40:00", "2023-01-01T02:41:00", "2023-01-01T02:42:00", "2023-01-01T02:43:00", "2023-01-01T02:44:00", "2023-01-01T02:45:00", "2023-01-01T02:46:00", "2023-01-01T02:47:00", "2023-01-01T02:48:00", "2023-01-01T02:49:00", "2023-01-01T02:50:00", "2023-01-01T02:51:00", "2023-01-01T02:52:00", "2023-01-01T02:53:00", "2023-01-01T02:54:00", "2023-01-01T02:55:00", "2023-01-01T02:56:00", "2023-01-01T02:57:00", "2023-01-01T02:58:00", "2023-01-01T02:59:00", "2023-01-01T03:00:00", "2023-01-01T03:01:00", "2023-01-01T03:02:00", "2023-01-01T03:03:00", "2023-01-01T03:04:00", "2023-01-01T03:05:00", "2023-01-01T03:06:00", "2023-01-01T03:07:00", "2023-01-01T03:08:00", "2023-01-01T03:09:00", "2023-01-01T03:10:00", "2023-01-01T03:11:00", "2023-01-01T03:12:00", "2023-01-01T03:13:00", "2023-01-01T03:14:00", "2023-01-01T03:15:00", "2023-01-01T03:16:00", "2023-01-01T03:17:00", "2023-01-01T03:18:00", "2023-01-01T03:19:00", "2023-01-01T03:20:00", "2023-01-01T03:21:00", "2023-01-01T03:22:00", "2023-01-01T03:23:00", "2023-01-01T03:24:00", "2023-01-01T03:25:00", "2023-01-01T03:26:00", "2023-01-01T03:27:00", "2023-01-01T03:28:00", "2023-01-01T03:29:00", "2023-01-01T03:30:00", "2023-01-01T03:31:00", "2023-01-01T03:32:00", "2023-01-01T03:33:00", "2023-01-01T03:34:00", "2023-01-01T03:35:00", "2023-01-01T03:36:00", "2023-01-01T03:37:00", "2023-01-01T03:38:00", "2023-01-01T03:39:00", "2023-01-01T03:40:00", "2023-01-01T03:41:00", "2023-01-01T03:42:00", "2023-01-01T03:43:00", "2023-01-01T03:44:00", "2023-01-01T03:45:00", "2023-01-01T03:46:00", "2023-01-01T03:47:00", "2023-01-01T03:48:00", "2023-01-01T03:49:00", "2023-01-01T03:50:00", "2023-01-01T03:51:00", "2023-01-01T03:52:00", "2023-01-01T03:53:00", "2023-01-01T03:54:00", "2023-01-01T03:55:00", "2023-01-01T03:56:00", "2023-01-01T03:57:00", "2023-01-01T03:58:00", "2023-01-01T03:59:00", "2023-01-01T04:00:00", "2023-01-01T04:01:00", "2023-01-01T04:02:00", "2023-01-01T04:03:00", "2023-01-01T04:04:00", "2023-01-01T04:05:00", "2023-01-01T04:06:00", "2023-01-01T04:07:00", "2023-01-01T04:08:00", "2023-01-01T04:09:00", "2023-01-01T04:10:00", "2023-01-01T04:11:00", "2023-01-01T04:12:00", "2023-01-01T04:13:00", "2023-01-01T04:14:00", "2023-01-01T04:15:00", "2023-01-01T04:16:00", "2023-01-01T04:17:00", "2023-01-01T04:18:00", "2023-01-01T04:19:00", "2023-01-01T04:20:00", "2023-01-01T04:21:00", "2023-01-01T04:22:00", "2023-01-01T04:23:00", "2023-01-01T04:24:00", "2023-01-01T04:25:00", "2023-01-01T04:26:00", "2023-01-01T04:27:00", "2023-01-01T04:28:00", "2023-01-01T04:29:00", "2023-01-01T04:30:00", "2023-01-01T04:31:00", "2023-01-01T04:32:00", "2023-01-01T04:33:00", "2023-01-01T04:34:00", "2023-01-01T04:35:00", "2023-01-01T04:36:00", "2023-01-01T04:37:00", "2023-01-01T04:38:00", "2023-01-01T04:39:00", "2023-01-01T04:40:00", "2023-01-01T04:41:00", "2023-01-01T04:42:00", "2023-01-01T04:43:00", "2023-01-01T04:44:00", "2023-01-01T04:45:00", "2023-01-01T04:46:00", "2023-01-01T04:47:00", "2023-01-01T04:48:00", "2023-01-01T04:49:00", "2023-01-01T04:50:00", "2023-01-01T04:51:00", "2023-01-01T04:52:00", "2023-01-01T04:53:00", "2023-01-01T04:54:00", "2023-01-01T04:55:00", "2023-01-01T04:56:00", "2023-01-01T04:57:00", "2023-01-01T04:58:00", "2023-01-01T04:59:00", "2023-01-01T05:00:00", "2023-01-01T05:01:00", "2023-01-01T05:02:00", "2023-01-01T05:03:00", "2023-01-01T05:04:00", "2023-01-01T05:05:00", "2023-01-01T05:06:00", "2023-01-01T05:07:00", "2023-01-01T05:08:00", "2023-01-01T05:09:00", "2023-01-01T05:10:00", "2023-01-01T05:11:00", "2023-01-01T05:12:00", "2023-01-01T05:13:00", "2023-01-01T05:14:00", "2023-01-01T05:15:00", "2023-01-01T05:16:00", "2023-01-01T05:17:00", "2023-01-01T05:18:00", "2023-01-01T05:19:00", "2023-01-01T05:20:00", "2023-01-01T05:21:00", "2023-01-01T05:22:00", "2023-01-01T05:23:00", "2023-01-01T05:24:00", "2023-01-01T05:25:00", "2023-01-01T05:26:00", "2023-01-01T05:27:00", "2023-01-01T05:28:00", "2023-01-01T05:29:00", "2023-01-01T05:30:00", "2023-01-01T05:31:00", "2023-01-01T05:32:00", "2023-01-01T05:33:00", "2023-01-01T05:34:00", "2023-01-01T05:35:00", "2023-01-01T05:36:00", "2023-01-01T05:37:00", "2023-01-01T05:38:00", "2023-01-01T05:39:00", "2023-01-01T05:40:00", "2023-01-01T05:41:00", "2023-01-01T05:42:00", "2023-01-01T05:43:00", "2023-01-01T05:44:00", "2023-01-01T05:45:00", "2023-01-01T05:46:00", "2023-01-01T05:47:00", "2023-01-01T05:48:00", "2023-01-01T05:49:00", "2023-01-01T05:50:00", "2023-01-01T05:51:00", "2023-01-01T05:52:00", "2023-01-01T05:53:00", "2023-01-01T05:54:00", "2023-01-01T05:55:00", "2023-01-01T05:56:00", "2023-01-01T05:57:00", "2023-01-01T05:58:00", "2023-01-01T05:59:00", "2023-01-01T06:00:00", "2023-01-01T06:01:00", "2023-01-01T06:02:00", "2023-01-01T06:03:00", "2023-01-01T06:04:00", "2023-01-01T06:05:00", "2023-01-01T06:06:00", "2023-01-01T06:07:00", "2023-01-01T06:08:00", "2023-01-01T06:09:00", "2023-01-01T06:10:00", "2023-01-01T06:11:00", "2023-01-01T06:12:00", "2023-01-01T06:13:00", "2023-01-01T06:14:00", "2023-01-01T06:15:00", "2023-01-01T06:16:00", "2023-01-01T06:17:00", "2023-01-01T06:18:00", "2023-01-01T06:19:00", "2023-01-01T06:20:00", "2023-01-01T06:21:00", "2023-01-01T06:22:00", "2023-01-01T06:23:00", "2023-01-01T06:24:00", "2023-01-01T06:25:00", "2023-01-01T06:26:00", "2023-01-01T06:27:00", "2023-01-01T06:28:00", "2023-01-01T06:29:00", "2023-01-01T06:30:00", "2023-01-01T06:31:00", "2023-01-01T06:32:00", "2023-01-01T06:33:00", "2023-01-01T06:34:00", "2023-01-01T06:35:00", "2023-01-01T06:36:00", "2023-01-01T06:37:00", "2023-01-01T06:38:00", "2023-01-01T06:39:00", "2023-01-01T06:40:00", "2023-01-01T06:41:00", "2023-01-01T06:42:00", "2023-01-01T06:43:00", "2023-01-01T06:44:00", "2023-01-01T06:45:00", "2023-01-01T06:46:00", "2023-01-01T06:47:00", "2023-01-01T06:48:00", "2023-01-01T06:49:00", "2023-01-01T06:50:00", "2023-01-01T06:51:00", "2023-01-01T06:52:00", "2023-01-01T06:53:00", "2023-01-01T06:54:00", "2023-01-01T06:55:00", "2023-01-01T06:56:00", "2023-01-01T06:57:00", "2023-01-01T06:58:00", "2023-01-01T06:59:00", "2023-01-01T07:00:00", "2023-01-01T07:01:00", "2023-01-01T07:02:00", "2023-01-01T07:03:00", "2023-01-01T07:04:00", "2023-01-01T07:05:00", "2023-01-01T07:06:00", "2023-01-01T07:07:00", "2023-01-01T07:08:00", "2023-01-01T07:09:00", "2023-01-01T07:10:00", "2023-01-01T07:11:00", "2023-01-01T07:12:00", "2023-01-01T07:13:00", "2023-01-01T07:14:00", "2023-01-01T07:15:00", "2023-01-01T07:16:00", "2023-01-01T07:17:00", "2023-01-01T07:18:00", "2023-01-01T07:19:00", "2023-01-01T07:20:00", "2023-01-01T07:21:00", "2023-01-01T07:22:00", "2023-01-01T07:23:00", "2023-01-01T07:24:00", "2023-01-01T07:25:00", "2023-01-01T07:26:00", "2023-01-01T07:27:00", "2023-01-01T07:28:00", "2023-01-01T07:29:00", "2023-01-01T07:30:00", "2023-01-01T07:31:00", "2023-01-01T07:32:00", "2023-01-01T07:33:00", "2023-01-01T07:34:00", "2023-01-01T07:35:00", "2023-01-01T07:36:00", "2023-01-01T07:37:00", "2023-01-01T07:38:00", "2023-01-01T07:39:00", "2023-01-01T07:40:00", "2023-01-01T07:41:00", "2023-01-01T07:42:00", "2023-01-01T07:43:00", "2023-01-01T07:44:00", "2023-01-01T07:45:00", "2023-01-01T07:46:00", "2023-01-01T07:47:00", "2023-01-01T07:48:00", "2023-01-01T07:49:00", "2023-01-01T07:50:00", "2023-01-01T07:51:00", "2023-01-01T07:52:00", "2023-01-01T07:53:00", "2023-01-01T07:54:00", "2023-01-01T07:55:00", "2023-01-01T07:56:00", "2023-01-01T07:57:00", "2023-01-01T07:58:00", "2023-01-01T07:59:00", "2023-01-01T08:00:00", "2023-01-01T08:01:00", "2023-01-01T08:02:00", "2023-01-01T08:03:00", "2023-01-01T08:04:00", "2023-01-01T08:05:00", "2023-01-01T08:06:00", "2023-01-01T08:07:00", "2023-01-01T08:08:00", "2023-01-01T08:09:00", "2023-01-01T08:10:00", "2023-01-01T08:11:00", "2023-01-01T08:12:00", "2023-01-01T08:13:00", "2023-01-01T08:14:00", "2023-01-01T08:15:00", "2023-01-01T08:16:00", "2023-01-01T08:17:00", "2023-01-01T08:18:00", "2023-01-01T08:19:00", "2023-01-01T08:20:00", "2023-01-01T08:21:00", "2023-01-01T08:22:00", "2023-01-01T08:23:00", "2023-01-01T08:24:00", "2023-01-01T08:25:00", "2023-01-01T08:26:00", "2023-01-01T08:27:00", "2023-01-01T08:28:00", "2023-01-01T08:29:00", "2023-01-01T08:30:00", "2023-01-01T08:31:00", "2023-01-01T08:32:00", "2023-01-01T08:33:00", "2023-01-01T08:34:00", "2023-01-01T08:35:00", "2023-01-01T08:36:00", "2023-01-01T08:37:00", "2023-01-01T08:38:00", "2023-01-01T08:39:00", "2023-01-01T08:40:00", "2023-01-01T08:41:00", "2023-01-01T08:42:00", "2023-01-01T08:43:00", "2023-01-01T08:44:00", "2023-01-01T08:45:00", "2023-01-01T08:46:00", "2023-01-01T08:47:00", "2023-01-01T08:48:00", "2023-01-01T08:49:00", "2023-01-01T08:50:00", "2023-01-01T08:51:00", "2023-01-01T08:52:00", "2023-01-01T08:53:00", "2023-01-01T08:54:00", "2023-01-01T08:55:00", "2023-01-01T08:56:00", "2023-01-01T08:57:00", "2023-01-01T08:58:00", "2023-01-01T08:59:00", "2023-01-01T09:00:00", "2023-01-01T09:01:00", "2023-01-01T09:02:00", "2023-01-01T09:03:00", "2023-01-01T09:04:00", "2023-01-01T09:05:00", "2023-01-01T09:06:00", "2023-01-01T09:07:00", "2023-01-01T09:08:00", "2023-01-01T09:09:00", "2023-01-01T09:10:00", "2023-01-01T09:11:00", "2023-01-01T09:12:00", "2023-01-01T09:13:00", "2023-01-01T09:14:00", "2023-01-01T09:15:00", "2023-01-01T09:16:00", "2023-01-01T09:17:00", "2023-01-01T09:18:00", "2023-01-01T09:19:00", "2023-01-01T09:20:00", "2023-01-01T09:21:00", "2023-01-01T09:22:00", "2023-01-01T09:23:00", "2023-01-01T09:24:00", "2023-01-01T09:25:00", "2023-01-01T09:26:00", "2023-01-01T09:27:00", "2023-01-01T09:28:00", "2023-01-01T09:29:00", "2023-01-01T09:30:00", "2023-01-01T09:31:00", "2023-01-01T09:32:00", "2023-01-01T09:33:00", "2023-01-01T09:34:00", "2023-01-01T09:35:00", "2023-01-01T09:36:00", "2023-01-01T09:37:00", "2023-01-01T09:38:00", "2023-01-01T09:39:00", "2023-01-01T09:40:00", "2023-01-01T09:41:00", "2023-01-01T09:42:00", "2023-01-01T09:43:00", "2023-01-01T09:44:00", "2023-01-01T09:45:00", "2023-01-01T09:46:00", "2023-01-01T09:47:00", "2023-01-01T09:48:00", "2023-01-01T09:49:00", "2023-01-01T09:50:00", "2023-01-01T09:51:00", "2023-01-01T09:52:00", "2023-01-01T09:53:00", "2023-01-01T09:54:00", "2023-01-01T09:55:00", "2023-01-01T09:56:00", "2023-01-01T09:57:00", "2023-01-01T09:58:00", "2023-01-01T09:59:00", "2023-01-01T10:00:00", "2023-01-01T10:01:00", "2023-01-01T10:02:00", "2023-01-01T10:03:00", "2023-01-01T10:04:00", "2023-01-01T10:05:00", "2023-01-01T10:06:00", "2023-01-01T10:07:00", "2023-01-01T10:08:00", "2023-01-01T10:09:00", "2023-01-01T10:10:00", "2023-01-01T10:11:00", "2023-01-01T10:12:00", "2023-01-01T10:13:00", "2023-01-01T10:14:00", "2023-01-01T10:15:00", "2023-01-01T10:16:00", "2023-01-01T10:17:00", "2023-01-01T10:18:00", "2023-01-01T10:19:00", "2023-01-01T10:20:00", "2023-01-01T10:21:00", "2023-01-01T10:22:00", "2023-01-01T10:23:00", "2023-01-01T10:24:00", "2023-01-01T10:25:00", "2023-01-01T10:26:00", "2023-01-01T10:27:00", "2023-01-01T10:28:00", "2023-01-01T10:29:00", "2023-01-01T10:30:00", "2023-01-01T10:31:00", "2023-01-01T10:32:00", "2023-01-01T10:33:00", "2023-01-01T10:34:00", "2023-01-01T10:35:00", "2023-01-01T10:36:00", "2023-01-01T10:37:00", "2023-01-01T10:38:00", "2023-01-01T10:39:00", "2023-01-01T10:40:00", "2023-01-01T10:41:00", "2023-01-01T10:42:00", "2023-01-01T10:43:00", "2023-01-01T10:44:00", "2023-01-01T10:45:00", "2023-01-01T10:46:00", "2023-01-01T10:47:00", "2023-01-01T10:48:00", "2023-01-01T10:49:00", "2023-01-01T10:50:00", "2023-01-01T10:51:00", "2023-01-01T10:52:00", "2023-01-01T10:53:00", "2023-01-01T10:54:00", "2023-01-01T10:55:00", "2023-01-01T10:56:00", "2023-01-01T10:57:00", "2023-01-01T10:58:00", "2023-01-01T10:59:00", "2023-01-01T11:00:00", "2023-01-01T11:01:00", "2023-01-01T11:02:00", "2023-01-01T11:03:00", "2023-01-01T11:04:00", "2023-01-01T11:05:00", "2023-01-01T11:06:00", "2023-01-01T11:07:00", "2023-01-01T11:08:00", "2023-01-01T11:09:00", "2023-01-01T11:10:00", "2023-01-01T11:11:00", "2023-01-01T11:12:00", "2023-01-01T11:13:00", "2023-01-01T11:14:00", "2023-01-01T11:15:00", "2023-01-01T11:16:00", "2023-01-01T11:17:00", "2023-01-01T11:18:00", "2023-01-01T11:19:00", "2023-01-01T11:20:00", "2023-01-01T11:21:00", "2023-01-01T11:22:00", "2023-01-01T11:23:00", "2023-01-01T11:24:00", "2023-01-01T11:25:00", "2023-01-01T11:26:00", "2023-01-01T11:27:00", "2023-01-01T11:28:00", "2023-01-01T11:29:00", "2023-01-01T11:30:00", "2023-01-01T11:31:00", "2023-01-01T11:32:00", "2023-01-01T11:33:00", "2023-01-01T11:34:00", "2023-01-01T11:35:00", "2023-01-01T11:36:00", "2023-01-01T11:37:00", "2023-01-01T11:38:00", "2023-01-01T11:39:00", "2023-01-01T11:40:00", "2023-01-01T11:41:00", "2023-01-01T11:42:00", "2023-01-01T11:43:00", "2023-01-01T11:44:00", "2023-01-01T11:45:00", "2023-01-01T11:46:00", "2023-01-01T11:47:00", "2023-01-01T11:48:00", "2023-01-01T11:49:00", "2023-01-01T11:50:00", "2023-01-01T11:51:00", "2023-01-01T11:52:00", "2023-01-01T11:53:00", "2023-01-01T11:54:00", "2023-01-01T11:55:00", "2023-01-01T11:56:00", "2023-01-01T11:57:00", "2023-01-01T11:58:00", "2023-01-01T11:59:00", "2023-01-01T12:00:00", "2023-01-01T12:01:00", "2023-01-01T12:02:00", "2023-01-01T12:03:00", "2023-01-01T12:04:00", "2023-01-01T12:05:00", "2023-01-01T12:06:00", "2023-01-01T12:07:00", "2023-01-01T12:08:00", "2023-01-01T12:09:00", "2023-01-01T12:10:00", "2023-01-01T12:11:00", "2023-01-01T12:12:00", "2023-01-01T12:13:00", "2023-01-01T12:14:00", "2023-01-01T12:15:00", "2023-01-01T12:16:00", "2023-01-01T12:17:00", "2023-01-01T12:18:00", "2023-01-01T12:19:00", "2023-01-01T12:20:00", "2023-01-01T12:21:00", "2023-01-01T12:22:00", "2023-01-01T12:23:00", "2023-01-01T12:24:00", "2023-01-01T12:25:00", "2023-01-01T12:26:00", "2023-01-01T12:27:00", "2023-01-01T12:28:00", "2023-01-01T12:29:00", "2023-01-01T12:30:00", "2023-01-01T12:31:00", "2023-01-01T12:32:00", "2023-01-01T12:33:00", "2023-01-01T12:34:00", "2023-01-01T12:35:00", "2023-01-01T12:36:00", "2023-01-01T12:37:00", "2023-01-01T12:38:00", "2023-01-01T12:39:00", "2023-01-01T12:40:00", "2023-01-01T12:41:00", "2023-01-01T12:42:00", "2023-01-01T12:43:00", "2023-01-01T12:44:00", "2023-01-01T12:45:00", "2023-01-01T12:46:00", "2023-01-01T12:47:00", "2023-01-01T12:48:00", "2023-01-01T12:49:00", "2023-01-01T12:50:00", "2023-01-01T12:51:00", "2023-01-01T12:52:00", "2023-01-01T12:53:00", "2023-01-01T12:54:00", "2023-01-01T12:55:00", "2023-01-01T12:56:00", "2023-01-01T12:57:00", "2023-01-01T12:58:00", "2023-01-01T12:59:00", "2023-01-01T13:00:00", "2023-01-01T13:01:00", "2023-01-01T13:02:00", "2023-01-01T13:03:00", "2023-01-01T13:04:00", "2023-01-01T13:05:00", "2023-01-01T13:06:00", "2023-01-01T13:07:00", "2023-01-01T13:08:00", "2023-01-01T13:09:00", "2023-01-01T13:10:00", "2023-01-01T13:11:00", "2023-01-01T13:12:00", "2023-01-01T13:13:00", "2023-01-01T13:14:00", "2023-01-01T13:15:00", "2023-01-01T13:16:00", "2023-01-01T13:17:00", "2023-01-01T13:18:00", "2023-01-01T13:19:00", "2023-01-01T13:20:00", "2023-01-01T13:21:00", "2023-01-01T13:22:00", "2023-01-01T13:23:00", "2023-01-01T13:24:00", "2023-01-01T13:25:00", "2023-01-01T13:26:00", "2023-01-01T13:27:00", "2023-01-01T13:28:00", "2023-01-01T13:29:00", "2023-01-01T13:30:00", "2023-01-01T13:31:00", "2023-01-01T13:32:00", "2023-01-01T13:33:00", "2023-01-01T13:34:00", "2023-01-01T13:35:00", "2023-01-01T13:36:00", "2023-01-01T13:37:00", "2023-01-01T13:38:00", "2023-01-01T13:39:00", "2023-01-01T13:40:00", "2023-01-01T13:41:00", "2023-01-01T13:42:00", "2023-01-01T13:43:00", "2023-01-01T13:44:00", "2023-01-01T13:45:00", "2023-01-01T13:46:00", "2023-01-01T13:47:00", "2023-01-01T13:48:00", "2023-01-01T13:49:00", "2023-01-01T13:50:00", "2023-01-01T13:51:00", "2023-01-01T13:52:00", "2023-01-01T13:53:00", "2023-01-01T13:54:00", "2023-01-01T13:55:00", "2023-01-01T13:56:00", "2023-01-01T13:57:00", "2023-01-01T13:58:00", "2023-01-01T13:59:00", "2023-01-01T14:00:00", "2023-01-01T14:01:00", "2023-01-01T14:02:00", "2023-01-01T14:03:00", "2023-01-01T14:04:00", "2023-01-01T14:05:00", "2023-01-01T14:06:00", "2023-01-01T14:07:00", "2023-01-01T14:08:00", "2023-01-01T14:09:00", "2023-01-01T14:10:00", "2023-01-01T14:11:00", "2023-01-01T14:12:00", "2023-01-01T14:13:00", "2023-01-01T14:14:00", "2023-01-01T14:15:00", "2023-01-01T14:16:00", "2023-01-01T14:17:00", "2023-01-01T14:18:00", "2023-01-01T14:19:00", "2023-01-01T14:20:00", "2023-01-01T14:21:00", "2023-01-01T14:22:00", "2023-01-01T14:23:00", "2023-01-01T14:24:00", "2023-01-01T14:25:00", "2023-01-01T14:26:00", "2023-01-01T14:27:00", "2023-01-01T14:28:00", "2023-01-01T14:29:00", "2023-01-01T14:30:00", "2023-01-01T14:31:00", "2023-01-01T14:32:00", "2023-01-01T14:33:00", "2023-01-01T14:34:00", "2023-01-01T14:35:00", "2023-01-01T14:36:00", "2023-01-01T14:37:00", "2023-01-01T14:38:00", "2023-01-01T14:39:00", "2023-01-01T14:40:00", "2023-01-01T14:41:00", "2023-01-01T14:42:00", "2023-01-01T14:43:00", "2023-01-01T14:44:00", "2023-01-01T14:45:00", "2023-01-01T14:46:00", "2023-01-01T14:47:00", "2023-01-01T14:48:00", "2023-01-01T14:49:00", "2023-01-01T14:50:00", "2023-01-01T14:51:00", "2023-01-01T14:52:00", "2023-01-01T14:53:00", "2023-01-01T14:54:00", "2023-01-01T14:55:00", "2023-01-01T14:56:00", "2023-01-01T14:57:00", "2023-01-01T14:58:00", "2023-01-01T14:59:00", "2023-01-01T15:00:00", "2023-01-01T15:01:00", "2023-01-01T15:02:00", "2023-01-01T15:03:00", "2023-01-01T15:04:00", "2023-01-01T15:05:00", "2023-01-01T15:06:00", "2023-01-01T15:07:00", "2023-01-01T15:08:00", "2023-01-01T15:09:00", "2023-01-01T15:10:00", "2023-01-01T15:11:00", "2023-01-01T15:12:00", "2023-01-01T15:13:00", "2023-01-01T15:14:00", "2023-01-01T15:15:00", "2023-01-01T15:16:00", "2023-01-01T15:17:00", "2023-01-01T15:18:00", "2023-01-01T15:19:00", "2023-01-01T15:20:00", "2023-01-01T15:21:00", "2023-01-01T15:22:00", "2023-01-01T15:23:00", "2023-01-01T15:24:00", "2023-01-01T15:25:00", "2023-01-01T15:26:00", "2023-01-01T15:27:00", "2023-01-01T15:28:00", "2023-01-01T15:29:00", "2023-01-01T15:30:00", "2023-01-01T15:31:00", "2023-01-01T15:32:00", "2023-01-01T15:33:00", "2023-01-01T15:34:00", "2023-01-01T15:35:00", "2023-01-01T15:36:00", "2023-01-01T15:37:00", "2023-01-01T15:38:00", "2023-01-01T15:39:00", "2023-01-01T15:40:00", "2023-01-01T15:41:00", "2023-01-01T15:42:00", "2023-01-01T15:43:00", "2023-01-01T15:44:00", "2023-01-01T15:45:00", "2023-01-01T15:46:00", "2023-01-01T15:47:00", "2023-01-01T15:48:00", "2023-01-01T15:49:00", "2023-01-01T15:50:00", "2023-01-01T15:51:00", "2023-01-01T15:52:00", "2023-01-01T15:53:00", "2023-01-01T15:54:00", "2023-01-01T15:55:00", "2023-01-01T15:56:00", "2023-01-01T15:57:00", "2023-01-01T15:58:00", "2023-01-01T15:59:00", "2023-01-01T16:00:00", "2023-01-01T16:01:00", "2023-01-01T16:02:00", "2023-01-01T16:03:00", "2023-01-01T16:04:00", "2023-01-01T16:05:00", "2023-01-01T16:06:00", "2023-01-01T16:07:00", "2023-01-01T16:08:00", "2023-01-01T16:09:00", "2023-01-01T16:10:00", "2023-01-01T16:11:00", "2023-01-01T16:12:00", "2023-01-01T16:13:00", "2023-01-01T16:14:00", "2023-01-01T16:15:00", "2023-01-01T16:16:00", "2023-01-01T16:17:00", "2023-01-01T16:18:00", "2023-01-01T16:19:00", "2023-01-01T16:20:00", "2023-01-01T16:21:00", "2023-01-01T16:22:00", "2023-01-01T16:23:00", "2023-01-01T16:24:00", "2023-01-01T16:25:00", "2023-01-01T16:26:00", "2023-01-01T16:27:00", "2023-01-01T16:28:00", "2023-01-01T16:29:00", "2023-01-01T16:30:00", "2023-01-01T16:31:00", "2023-01-01T16:32:00", "2023-01-01T16:33:00", "2023-01-01T16:34:00", "2023-01-01T16:35:00", "2023-01-01T16:36:00", "2023-01-01T16:37:00", "2023-01-01T16:38:00", "2023-01-01T16:39:00", "2023-01-01T16:40:00", "2023-01-01T16:41:00", "2023-01-01T16:42:00", "2023-01-01T16:43:00", "2023-01-01T16:44:00", "2023-01-01T16:45:00", "2023-01-01T16:46:00", "2023-01-01T16:47:00", "2023-01-01T16:48:00", "2023-01-01T16:49:00", "2023-01-01T16:50:00", "2023-01-01T16:51:00", "2023-01-01T16:52:00", "2023-01-01T16:53:00", "2023-01-01T16:54:00", "2023-01-01T16:55:00", "2023-01-01T16:56:00", "2023-01-01T16:57:00", "2023-01-01T16:58:00", "2023-01-01T16:59:00", "2023-01-01T17:00:00", "2023-01-01T17:01:00", "2023-01-01T17:02:00", "2023-01-01T17:03:00", "2023-01-01T17:04:00", "2023-01-01T17:05:00", "2023-01-01T17:06:00", "2023-01-01T17:07:00", "2023-01-01T17:08:00", "2023-01-01T17:09:00", "2023-01-01T17:10:00", "2023-01-01T17:11:00", "2023-01-01T17:12:00", "2023-01-01T17:13:00", "2023-01-01T17:14:00", "2023-01-01T17:15:00", "2023-01-01T17:16:00", "2023-01-01T17:17:00", "2023-01-01T17:18:00", "2023-01-01T17:19:00", "2023-01-01T17:20:00", "2023-01-01T17:21:00", "2023-01-01T17:22:00", "2023-01-01T17:23:00", "2023-01-01T17:24:00", "2023-01-01T17:25:00", "2023-01-01T17:26:00", "2023-01-01T17:27:00", "2023-01-01T17:28:00", "2023-01-01T17:29:00", "2023-01-01T17:30:00", "2023-01-01T17:31:00", "2023-01-01T17:32:00", "2023-01-01T17:33:00", "2023-01-01T17:34:00", "2023-01-01T17:35:00", "2023-01-01T17:36:00", "2023-01-01T17:37:00", "2023-01-01T17:38:00", "2023-01-01T17:39:00", "2023-01-01T17:40:00", "2023-01-01T17:41:00", "2023-01-01T17:42:00", "2023-01-01T17:43:00", "2023-01-01T17:44:00", "2023-01-01T17:45:00", "2023-01-01T17:46:00", "2023-01-01T17:47:00", "2023-01-01T17:48:00", "2023-01-01T17:49:00", "2023-01-01T17:50:00", "2023-01-01T17:51:00", "2023-01-01T17:52:00", "2023-01-01T17:53:00", "2023-01-01T17:54:00", "2023-01-01T17:55:00", "2023-01-01T17:56:00", "2023-01-01T17:57:00", "2023-01-01T17:58:00", "2023-01-01T17:59:00", "2023-01-01T18:00:00", "2023-01-01T18:01:00", "2023-01-01T18:02:00", "2023-01-01T18:03:00", "2023-01-01T18:04:00", "2023-01-01T18:05:00", "2023-01-01T18:06:00", "2023-01-01T18:07:00", "2023-01-01T18:08:00", "2023-01-01T18:09:00", "2023-01-01T18:10:00", "2023-01-01T18:11:00", "2023-01-01T18:12:00", "2023-01-01T18:13:00", "2023-01-01T18:14:00", "2023-01-01T18:15:00", "2023-01-01T18:16:00", "2023-01-01T18:17:00", "2023-01-01T18:18:00", "2023-01-01T18:19:00", "2023-01-01T18:20:00", "2023-01-01T18:21:00", "2023-01-01T18:22:00", "2023-01-01T18:23:00", "2023-01-01T18:24:00", "2023-01-01T18:25:00", "2023-01-01T18:26:00", "2023-01-01T18:27:00", "2023-01-01T18:28:00", "2023-01-01T18:29:00", "2023-01-01T18:30:00", "2023-01-01T18:31:00", "2023-01-01T18:32:00", "2023-01-01T18:33:00", "2023-01-01T18:34:00", "2023-01-01T18:35:00", "2023-01-01T18:36:00", "2023-01-01T18:37:00", "2023-01-01T18:38:00", "2023-01-01T18:39:00", "2023-01-01T18:40:00", "2023-01-01T18:41:00", "2023-01-01T18:42:00", "2023-01-01T18:43:00", "2023-01-01T18:44:00", "2023-01-01T18:45:00", "2023-01-01T18:46:00", "2023-01-01T18:47:00", "2023-01-01T18:48:00", "2023-01-01T18:49:00", "2023-01-01T18:50:00", "2023-01-01T18:51:00", "2023-01-01T18:52:00", "2023-01-01T18:53:00", "2023-01-01T18:54:00", "2023-01-01T18:55:00", "2023-01-01T18:56:00", "2023-01-01T18:57:00", "2023-01-01T18:58:00", "2023-01-01T18:59:00", "2023-01-01T19:00:00", "2023-01-01T19:01:00", "2023-01-01T19:02:00", "2023-01-01T19:03:00", "2023-01-01T19:04:00", "2023-01-01T19:05:00", "2023-01-01T19:06:00", "2023-01-01T19:07:00", "2023-01-01T19:08:00", "2023-01-01T19:09:00", "2023-01-01T19:10:00", "2023-01-01T19:11:00", "2023-01-01T19:12:00", "2023-01-01T19:13:00", "2023-01-01T19:14:00", "2023-01-01T19:15:00", "2023-01-01T19:16:00", "2023-01-01T19:17:00", "2023-01-01T19:18:00", "2023-01-01T19:19:00", "2023-01-01T19:20:00", "2023-01-01T19:21:00", "2023-01-01T19:22:00", "2023-01-01T19:23:00", "2023-01-01T19:24:00", "2023-01-01T19:25:00", "2023-01-01T19:26:00", "2023-01-01T19:27:00", "2023-01-01T19:28:00", "2023-01-01T19:29:00", "2023-01-01T19:30:00", "2023-01-01T19:31:00", "2023-01-01T19:32:00", "2023-01-01T19:33:00", "2023-01-01T19:34:00", "2023-01-01T19:35:00", "2023-01-01T19:36:00", "2023-01-01T19:37:00", "2023-01-01T19:38:00", "2023-01-01T19:39:00", "2023-01-01T19:40:00", "2023-01-01T19:41:00", "2023-01-01T19:42:00", "2023-01-01T19:43:00", "2023-01-01T19:44:00", "2023-01-01T19:45:00", "2023-01-01T19:46:00", "2023-01-01T19:47:00", "2023-01-01T19:48:00", "2023-01-01T19:49:00", "2023-01-01T19:50:00", "2023-01-01T19:51:00", "2023-01-01T19:52:00", "2023-01-01T19:53:00", "2023-01-01T19:54:00", "2023-01-01T19:55:00", "2023-01-01T19:56:00", "2023-01-01T19:57:00", "2023-01-01T19:58:00", "2023-01-01T19:59:00", "2023-01-01T20:00:00", "2023-01-01T20:01:00", "2023-01-01T20:02:00", "2023-01-01T20:03:00", "2023-01-01T20:04:00", "2023-01-01T20:05:00", "2023-01-01T20:06:00", "2023-01-01T20:07:00", "2023-01-01T20:08:00", "2023-01-01T20:09:00", "2023-01-01T20:10:00", "2023-01-01T20:11:00", "2023-01-01T20:12:00", "2023-01-01T20:13:00", "2023-01-01T20:14:00", "2023-01-01T20:15:00", "2023-01-01T20:16:00", "2023-01-01T20:17:00", "2023-01-01T20:18:00", "2023-01-01T20:19:00", "2023-01-01T20:20:00", "2023-01-01T20:21:00", "2023-01-01T20:22:00", "2023-01-01T20:23:00", "2023-01-01T20:24:00", "2023-01-01T20:25:00", "2023-01-01T20:26:00", "2023-01-01T20:27:00", "2023-01-01T20:28:00", "2023-01-01T20:29:00", "2023-01-01T20:30:00", "2023-01-01T20:31:00", "2023-01-01T20:32:00", "2023-01-01T20:33:00", "2023-01-01T20:34:00", "2023-01-01T20:35:00", "2023-01-01T20:36:00", "2023-01-01T20:37:00", "2023-01-01T20:38:00", "2023-01-01T20:39:00", "2023-01-01T20:40:00", "2023-01-01T20:41:00", "2023-01-01T20:42:00", "2023-01-01T20:43:00", "2023-01-01T20:44:00", "2023-01-01T20:45:00", "2023-01-01T20:46:00", "2023-01-01T20:47:00", "2023-01-01T20:48:00", "2023-01-01T20:49:00", "2023-01-01T20:50:00", "2023-01-01T20:51:00", "2023-01-01T20:52:00", "2023-01-01T20:53:00", "2023-01-01T20:54:00", "2023-01-01T20:55:00", "2023-01-01T20:56:00", "2023-01-01T20:57:00", "2023-01-01T20:58:00", "2023-01-01T20:59:00", "2023-01-01T21:00:00", "2023-01-01T21:01:00", "2023-01-01T21:02:00", "2023-01-01T21:03:00", "2023-01-01T21:04:00", "2023-01-01T21:05:00", "2023-01-01T21:06:00", "2023-01-01T21:07:00", "2023-01-01T21:08:00", "2023-01-01T21:09:00", "2023-01-01T21:10:00", "2023-01-01T21:11:00", "2023-01-01T21:12:00", "2023-01-01T21:13:00", "2023-01-01T21:14:00", "2023-01-01T21:15:00", "2023-01-01T21:16:00", "2023-01-01T21:17:00", "2023-01-01T21:18:00", "2023-01-01T21:19:00", "2023-01-01T21:20:00", "2023-01-01T21:21:00", "2023-01-01T21:22:00", "2023-01-01T21:23:00", "2023-01-01T21:24:00", "2023-01-01T21:25:00", "2023-01-01T21:26:00", "2023-01-01T21:27:00", "2023-01-01T21:28:00", "2023-01-01T21:29:00", "2023-01-01T21:30:00", "2023-01-01T21:31:00", "2023-01-01T21:32:00", "2023-01-01T21:33:00", "2023-01-01T21:34:00", "2023-01-01T21:35:00", "2023-01-01T21:36:00", "2023-01-01T21:37:00", "2023-01-01T21:38:00", "2023-01-01T21:39:00", "2023-01-01T21:40:00", "2023-01-01T21:41:00", "2023-01-01T21:42:00", "2023-01-01T21:43:00", "2023-01-01T21:44:00", "2023-01-01T21:45:00", "2023-01-01T21:46:00", "2023-01-01T21:47:00", "2023-01-01T21:48:00", "2023-01-01T21:49:00", "2023-01-01T21:50:00", "2023-01-01T21:51:00", "2023-01-01T21:52:00", "2023-01-01T21:53:00", "2023-01-01T21:54:00", "2023-01-01T21:55:00", "2023-01-01T21:56:00", "2023-01-01T21:57:00", "2023-01-01T21:58:00", "2023-01-01T21:59:00", "2023-01-01T22:00:00", "2023-01-01T22:01:00", "2023-01-01T22:02:00", "2023-01-01T22:03:00", "2023-01-01T22:04:00", "2023-01-01T22:05:00", "2023-01-01T22:06:00", "2023-01-01T22:07:00", "2023-01-01T22:08:00", "2023-01-01T22:09:00", "2023-01-01T22:10:00", "2023-01-01T22:11:00", "2023-01-01T22:12:00", "2023-01-01T22:13:00", "2023-01-01T22:14:00", "2023-01-01T22:15:00", "2023-01-01T22:16:00", "2023-01-01T22:17:00", "2023-01-01T22:18:00", "2023-01-01T22:19:00", "2023-01-01T22:20:00", "2023-01-01T22:21:00", "2023-01-01T22:22:00", "2023-01-01T22:23:00", "2023-01-01T22:24:00", "2023-01-01T22:25:00", "2023-01-01T22:26:00", "2023-01-01T22:27:00", "2023-01-01T22:28:00", "2023-01-01T22:29:00", "2023-01-01T22:30:00", "2023-01-01T22:31:00", "2023-01-01T22:32:00", "2023-01-01T22:33:00", "2023-01-01T22:34:00", "2023-01-01T22:35:00", "2023-01-01T22:36:00", "2023-01-01T22:37:00", "2023-01-01T22:38:00", "2023-01-01T22:39:00", "2023-01-01T22:40:00", "2023-01-01T22:41:00", "2023-01-01T22:42:00", "2023-01-01T22:43:00", "2023-01-01T22:44:00", "2023-01-01T22:45:00", "2023-01-01T22:46:00", "2023-01-01T22:47:00", "2023-01-01T22:48:00", "2023-01-01T22:49:00", "2023-01-01T22:50:00", "2023-01-01T22:51:00", "2023-01-01T22:52:00", "2023-01-01T22:53:00", "2023-01-01T22:54:00", "2023-01-01T22:55:00", "2023-01-01T22:56:00", "2023-01-01T22:57:00", "2023-01-01T22:58:00", "2023-01-01T22:59:00", "2023-01-01T23:00:00", "2023-01-01T23:01:00", "2023-01-01T23:02:00", "2023-01-01T23:03:00", "2023-01-01T23:04:00", "2023-01-01T23:05:00", "2023-01-01T23:06:00", "2023-01-01T23:07:00", "2023-01-01T23:08:00", "2023-01-01T23:09:00", "2023-01-01T23:10:00", "2023-01-01T23:11:00", "2023-01-01T23:12:00", "2023-01-01T23:13:00", "2023-01-01T23:14:00", "2023-01-01T23:15:00", "2023-01-01T23:16:00", "2023-01-01T23:17:00", "2023-01-01T23:18:00", "2023-01-01T23:19:00", "2023-01-01T23:20:00", "2023-01-01T23:21:00", "2023-01-01T23:22:00", "2023-01-01T23:23:00", "2023-01-01T23:24:00", "2023-01-01T23:25:00", "2023-01-01T23:26:00", "2023-01-01T23:27:00", "2023-01-01T23:28:00", "2023-01-01T23:29:00", "2023-01-01T23:30:00", "2023-01-01T23:31:00", "2023-01-01T23:32:00", "2023-01-01T23:33:00", "2023-01-01T23:34:00", "2023-01-01T23:35:00", "2023-01-01T23:36:00", "2023-01-01T23:37:00", "2023-01-01T23:38:00", "2023-01-01T23:39:00", "2023-01-01T23:40:00", "2023-01-01T23:41:00", "2023-01-01T23:42:00", "2023-01-01T23:43:00", "2023-01-01T23:44:00", "2023-01-01T23:45:00", "2023-01-01T23:46:00", "2023-01-01T23:47:00", "2023-01-01T23:48:00", "2023-01-01T23:49:00", "2023-01-01T23:50:00", "2023-01-01T23:51:00", "2023-01-01T23:52:00", "2023-01-01T23:53:00", "2023-01-01T23:54:00", "2023-01-01T23:55:00", "2023-01-01T23:56:00", "2023-01-01T23:57:00", "2023-01-01T23:58:00", "2023-01-01T23:59:00", "2023-01-02T00:00:00" ], "y": [ 94.99925, 94.9985, 94.99775, 94.997, 94.99625, 94.99549999999999, 94.99475, 94.994, 94.99325, 94.9925, 94.99175, 94.991, 94.99025, 94.98949999999999, 94.98875, 94.988, 94.98725, 94.9865, 94.98575, 94.985, 94.98425, 94.98349999999999, 94.98275, 94.982, 94.98125, 94.9805, 94.97975, 94.979, 94.97825, 94.97749999999999, 94.97675, 94.976, 94.97525, 94.9745, 94.97375, 94.973, 94.97225, 94.97149999999999, 94.97075, 94.97, 94.96925, 94.9685, 94.96775, 94.967, 94.96625, 94.96549999999999, 94.96475, 94.964, 94.96325, 94.9625, 94.96175, 94.961, 94.96025, 94.95949999999999, 94.95875, 94.958, 94.95725, 94.9565, 94.95575, 94.955, 94.95125, 94.9475, 94.94375, 94.94, 94.93625, 94.9325, 94.92875, 94.925, 94.92125, 94.9175, 94.91375, 94.91, 94.90625, 94.9025, 94.89875, 94.895, 94.89125, 94.8875, 94.88375, 94.88, 94.87625, 94.8725, 94.86875, 94.865, 94.86125, 94.8575, 94.85375, 94.85, 94.84625, 94.8425, 94.83875, 94.83500000000001, 94.83125, 94.8275, 94.82375, 94.82000000000001, 94.81625, 94.8125, 94.80875, 94.805, 94.80125, 94.7975, 94.79375, 94.79, 94.78625, 94.7825, 94.77875, 94.775, 94.77125000000001, 94.7675, 94.76375, 94.76, 94.75625000000001, 94.7525, 94.74875, 94.745, 94.74125000000001, 94.7375, 94.73375, 94.73, 94.726, 94.72200000000001, 94.718, 94.714, 94.71000000000001, 94.706, 94.702, 94.69800000000001, 94.694, 94.69, 94.686, 94.682, 94.678, 94.674, 94.67, 94.666, 94.662, 94.658, 94.654, 94.65, 94.646, 94.642, 94.638, 94.634, 94.63, 94.626, 94.622, 94.618, 94.614, 94.61, 94.606, 94.602, 94.598, 94.594, 94.59, 94.586, 94.582, 94.578, 94.574, 94.57, 94.566, 94.562, 94.55799999999999, 94.554, 94.55, 94.54599999999999, 94.542, 94.538, 94.53399999999999, 94.53, 94.526, 94.52199999999999, 94.518, 94.514, 94.50999999999999, 94.506, 94.502, 94.49799999999999, 94.494, 94.49, 94.48599999999999, 94.482, 94.478, 94.47399999999999, 94.47, 94.466, 94.46199999999999, 94.458, 94.454, 94.44999999999999, 94.446, 94.442, 94.438, 94.434, 94.42999999999999, 94.426, 94.422, 94.41799999999999, 94.414, 94.41, 94.40599999999999, 94.402, 94.398, 94.39399999999999, 94.39, 94.386, 94.38199999999999, 94.378, 94.374, 94.36999999999999, 94.366, 94.362, 94.358, 94.354, 94.35, 94.346, 94.342, 94.338, 94.334, 94.33, 94.326, 94.322, 94.318, 94.314, 94.31, 94.306, 94.30199999999999, 94.298, 94.294, 94.28999999999999, 94.286, 94.282, 94.278, 94.274, 94.27, 94.266, 94.262, 94.258, 94.254, 94.25, 94.2505, 94.251, 94.2515, 94.252, 94.2525, 94.253, 94.2535, 94.254, 94.25450000000001, 94.255, 94.2555, 94.256, 94.2565, 94.257, 94.25750000000001, 94.258, 94.2585, 94.259, 94.2595, 94.26, 94.26050000000001, 94.261, 94.2615, 94.262, 94.2625, 94.263, 94.26350000000001, 94.264, 94.2645, 94.265, 94.2655, 94.266, 94.26650000000001, 94.267, 94.2675, 94.268, 94.2685, 94.269, 94.2695, 94.27, 94.2705, 94.271, 94.2715, 94.272, 94.27250000000001, 94.273, 94.2735, 94.274, 94.2745, 94.275, 94.27550000000001, 94.276, 94.2765, 94.277, 94.2775, 94.278, 94.27850000000001, 94.279, 94.2795, 94.28, 94.2805, 94.281, 94.2815, 94.282, 94.2825, 94.283, 94.2835, 94.284, 94.28450000000001, 94.285, 94.2855, 94.286, 94.2865, 94.287, 94.28750000000001, 94.288, 94.2885, 94.289, 94.2895, 94.29, 94.29050000000001, 94.291, 94.2915, 94.292, 94.2925, 94.293, 94.29350000000001, 94.294, 94.2945, 94.295, 94.2955, 94.296, 94.29650000000001, 94.297, 94.2975, 94.298, 94.2985, 94.299, 94.2995, 94.3, 94.3005, 94.301, 94.3015, 94.302, 94.30250000000001, 94.303, 94.3035, 94.304, 94.3045, 94.305, 94.30550000000001, 94.306, 94.3065, 94.307, 94.3075, 94.308, 94.30850000000001, 94.309, 94.3095, 94.31, 94.3105, 94.311, 94.3115, 94.312, 94.3125, 94.313, 94.3135, 94.31400000000001, 94.31450000000001, 94.315, 94.3155, 94.316, 94.3165, 94.31700000000001, 94.31750000000001, 94.318, 94.3185, 94.319, 94.3195, 94.32000000000001, 94.32050000000001, 94.321, 94.3215, 94.322, 94.3225, 94.32300000000001, 94.32350000000001, 94.324, 94.3245, 94.325, 94.3255, 94.32600000000001, 94.32650000000001, 94.327, 94.3275, 94.328, 94.3285, 94.32900000000001, 94.3295, 94.33, 94.3305, 94.331, 94.3315, 94.33200000000001, 94.33250000000001, 94.333, 94.3335, 94.334, 94.3345, 94.33500000000001, 94.33550000000001, 94.336, 94.3365, 94.337, 94.3375, 94.33800000000001, 94.33850000000001, 94.339, 94.3395, 94.34, 94.3405, 94.34100000000001, 94.3415, 94.342, 94.3425, 94.343, 94.3435, 94.34400000000001, 94.34450000000001, 94.345, 94.3455, 94.346, 94.3465, 94.34700000000001, 94.34750000000001, 94.348, 94.3485, 94.349, 94.3495, 94.35000000000001, 94.35050000000001, 94.351, 94.3515, 94.352, 94.3525, 94.35300000000001, 94.35350000000001, 94.354, 94.3545, 94.355, 94.3555, 94.35600000000001, 94.35650000000001, 94.357, 94.3575, 94.358, 94.3585, 94.35900000000001, 94.3595, 94.36, 94.3605, 94.361, 94.3615, 94.36200000000001, 94.36250000000001, 94.363, 94.3635, 94.364, 94.3645, 94.36500000000001, 94.36550000000001, 94.366, 94.3665, 94.367, 94.3675, 94.36800000000001, 94.36850000000001, 94.369, 94.3695, 94.37, 94.36850000000001, 94.367, 94.3655, 94.364, 94.36250000000001, 94.361, 94.3595, 94.358, 94.35650000000001, 94.355, 94.3535, 94.352, 94.35050000000001, 94.349, 94.3475, 94.346, 94.34450000000001, 94.343, 94.3415, 94.34, 94.33850000000001, 94.337, 94.3355, 94.334, 94.33250000000001, 94.331, 94.3295, 94.328, 94.32650000000001, 94.325, 94.3235, 94.322, 94.32050000000001, 94.319, 94.3175, 94.316, 94.31450000000001, 94.313, 94.3115, 94.31, 94.30850000000001, 94.307, 94.3055, 94.304, 94.30250000000001, 94.301, 94.2995, 94.298, 94.29650000000001, 94.295, 94.2935, 94.292, 94.29050000000001, 94.289, 94.2875, 94.286, 94.28450000000001, 94.283, 94.2815, 94.28, 94.2805, 94.281, 94.2815, 94.282, 94.2825, 94.283, 94.2835, 94.284, 94.28450000000001, 94.285, 94.2855, 94.286, 94.2865, 94.287, 94.28750000000001, 94.288, 94.2885, 94.289, 94.2895, 94.29, 94.29050000000001, 94.291, 94.2915, 94.292, 94.2925, 94.293, 94.29350000000001, 94.294, 94.2945, 94.295, 94.2955, 94.296, 94.29650000000001, 94.297, 94.2975, 94.298, 94.2985, 94.299, 94.2995, 94.3, 94.3005, 94.301, 94.3015, 94.302, 94.30250000000001, 94.303, 94.3035, 94.304, 94.3045, 94.305, 94.30550000000001, 94.306, 94.3065, 94.307, 94.3075, 94.308, 94.30850000000001, 94.309, 94.3095, 94.31, 94.3105, 94.311, 94.3115, 94.312, 94.3125, 94.313, 94.3135, 94.31400000000001, 94.31450000000001, 94.315, 94.3155, 94.316, 94.3165, 94.31700000000001, 94.31750000000001, 94.318, 94.3185, 94.319, 94.3195, 94.32000000000001, 94.32050000000001, 94.321, 94.3215, 94.322, 94.3225, 94.32300000000001, 94.32350000000001, 94.324, 94.3245, 94.325, 94.3255, 94.32600000000001, 94.32650000000001, 94.327, 94.3275, 94.328, 94.3285, 94.32900000000001, 94.3295, 94.33, 94.3305, 94.331, 94.3315, 94.33200000000001, 94.33250000000001, 94.333, 94.3335, 94.334, 94.3345, 94.33500000000001, 94.33550000000001, 94.336, 94.3365, 94.337, 94.3375, 94.33800000000001, 94.33850000000001, 94.339, 94.3395, 94.34, 94.3405, 94.34100000000001, 94.3415, 94.342, 94.3425, 94.343, 94.3435, 94.34400000000001, 94.34450000000001, 94.345, 94.3455, 94.346, 94.3465, 94.34700000000001, 94.34750000000001, 94.348, 94.3485, 94.349, 94.3495, 94.35000000000001, 94.35050000000001, 94.351, 94.3515, 94.352, 94.3525, 94.35300000000001, 94.35350000000001, 94.354, 94.3545, 94.355, 94.3555, 94.35600000000001, 94.35650000000001, 94.357, 94.3575, 94.358, 94.3585, 94.35900000000001, 94.3595, 94.36, 94.3605, 94.361, 94.3615, 94.36200000000001, 94.36250000000001, 94.363, 94.3635, 94.364, 94.3645, 94.36500000000001, 94.36550000000001, 94.366, 94.3665, 94.367, 94.3675, 94.36800000000001, 94.36850000000001, 94.369, 94.3695, 94.37, 94.3685, 94.367, 94.3655, 94.364, 94.3625, 94.361, 94.3595, 94.358, 94.3565, 94.355, 94.3535, 94.352, 94.3505, 94.349, 94.3475, 94.346, 94.3445, 94.343, 94.3415, 94.34, 94.3385, 94.337, 94.3355, 94.334, 94.3325, 94.331, 94.3295, 94.328, 94.3265, 94.32499999999999, 94.3235, 94.32199999999999, 94.3205, 94.31899999999999, 94.3175, 94.31599999999999, 94.3145, 94.31299999999999, 94.3115, 94.30999999999999, 94.3085, 94.30699999999999, 94.3055, 94.30399999999999, 94.3025, 94.30099999999999, 94.2995, 94.29799999999999, 94.2965, 94.29499999999999, 94.2935, 94.29199999999999, 94.2905, 94.28899999999999, 94.2875, 94.28599999999999, 94.2845, 94.28299999999999, 94.2815, 94.27999999999999, 94.28049999999999, 94.28099999999999, 94.2815, 94.28199999999998, 94.28249999999998, 94.28299999999999, 94.28349999999999, 94.28399999999999, 94.28449999999998, 94.28499999999998, 94.28549999999998, 94.28599999999999, 94.28649999999999, 94.28699999999999, 94.2875, 94.28799999999998, 94.28849999999998, 94.28899999999999, 94.28949999999999, 94.28999999999999, 94.29049999999998, 94.29099999999998, 94.29149999999998, 94.29199999999999, 94.29249999999999, 94.29299999999999, 94.2935, 94.29399999999998, 94.29449999999999, 94.29499999999999, 94.29549999999999, 94.29599999999999, 94.29649999999998, 94.29699999999998, 94.29749999999999, 94.29799999999999, 94.29849999999999, 94.29899999999999, 94.2995, 94.29999999999998, 94.30049999999999, 94.30099999999999, 94.30149999999999, 94.30199999999999, 94.30249999999998, 94.30299999999998, 94.30349999999999, 94.30399999999999, 94.30449999999999, 94.30499999999999, 94.3055, 94.30599999999998, 94.30649999999999, 94.30699999999999, 94.30749999999999, 94.30799999999999, 94.3085, 94.30899999999998, 94.30949999999999, 94.30999999999999, 94.31049999999999, 94.31099999999999, 94.3115, 94.31199999999998, 94.31249999999999, 94.31299999999999, 94.31349999999999, 94.314, 94.31449999999998, 94.31499999999998, 94.31549999999999, 94.31599999999999, 94.31649999999999, 94.317, 94.3175, 94.31799999999998, 94.31849999999999, 94.31899999999999, 94.31949999999999, 94.32, 94.32049999999998, 94.32099999999998, 94.32149999999999, 94.32199999999999, 94.32249999999999, 94.323, 94.3235, 94.32399999999998, 94.32449999999999, 94.32499999999999, 94.32549999999999, 94.326, 94.32649999999998, 94.32699999999998, 94.32749999999999, 94.32799999999999, 94.32849999999999, 94.329, 94.3295, 94.32999999999998, 94.33049999999999, 94.33099999999999, 94.33149999999999, 94.332, 94.33249999999998, 94.33299999999998, 94.33349999999999, 94.33399999999999, 94.33449999999999, 94.335, 94.3355, 94.33599999999998, 94.33649999999999, 94.33699999999999, 94.33749999999999, 94.338, 94.3385, 94.33899999999998, 94.33949999999999, 94.33999999999999, 94.34049999999999, 94.341, 94.3415, 94.34199999999998, 94.34249999999999, 94.34299999999999, 94.34349999999999, 94.344, 94.34449999999998, 94.34499999999998, 94.34549999999999, 94.34599999999999, 94.34649999999999, 94.347, 94.3475, 94.34799999999998, 94.34849999999999, 94.34899999999999, 94.34949999999999, 94.35, 94.35049999999998, 94.35099999999998, 94.35149999999999, 94.35199999999999, 94.35249999999999, 94.353, 94.3535, 94.35399999999998, 94.35449999999999, 94.35499999999999, 94.35549999999999, 94.356, 94.35649999999998, 94.35699999999999, 94.35749999999999, 94.35799999999999, 94.35849999999999, 94.359, 94.3595, 94.35999999999999, 94.36049999999999, 94.36099999999999, 94.36149999999999, 94.362, 94.36249999999998, 94.36299999999999, 94.36349999999999, 94.36399999999999, 94.36449999999999, 94.365, 94.3655, 94.36599999999999, 94.36649999999999, 94.36699999999999, 94.36749999999999, 94.368, 94.3685, 94.36899999999999, 94.36949999999999, 94.36999999999999, 94.36716666666666, 94.36433333333332, 94.36149999999999, 94.35866666666665, 94.35583333333332, 94.35299999999998, 94.35016666666665, 94.34733333333332, 94.34449999999998, 94.34166666666665, 94.33883333333331, 94.33599999999998, 94.33316666666666, 94.33033333333331, 94.32749999999999, 94.32466666666664, 94.32183333333332, 94.31899999999999, 94.31616666666665, 94.31333333333332, 94.31049999999998, 94.30766666666665, 94.3048333333333, 94.30199999999998, 94.29916666666665, 94.29633333333331, 94.29349999999998, 94.29066666666664, 94.28783333333331, 94.28499999999997, 94.28216666666664, 94.27933333333331, 94.27649999999997, 94.27366666666664, 94.2708333333333, 94.26799999999997, 94.26516666666664, 94.2623333333333, 94.25949999999997, 94.25666666666663, 94.2538333333333, 94.25099999999998, 94.24816666666663, 94.2453333333333, 94.24249999999996, 94.23966666666664, 94.2368333333333, 94.23399999999997, 94.23116666666664, 94.2283333333333, 94.22549999999997, 94.22266666666663, 94.2198333333333, 94.21699999999996, 94.21416666666663, 94.2113333333333, 94.20849999999996, 94.20566666666663, 94.20283333333329, 94.19999999999996, 94.20049999999996, 94.20099999999996, 94.20149999999995, 94.20199999999996, 94.20249999999996, 94.20299999999996, 94.20349999999996, 94.20399999999997, 94.20449999999997, 94.20499999999996, 94.20549999999996, 94.20599999999996, 94.20649999999996, 94.20699999999997, 94.20749999999997, 94.20799999999996, 94.20849999999996, 94.20899999999996, 94.20949999999996, 94.20999999999997, 94.21049999999997, 94.21099999999996, 94.21149999999996, 94.21199999999996, 94.21249999999996, 94.21299999999997, 94.21349999999997, 94.21399999999996, 94.21449999999996, 94.21499999999996, 94.21549999999996, 94.21599999999997, 94.21649999999997, 94.21699999999996, 94.21749999999996, 94.21799999999996, 94.21849999999996, 94.21899999999997, 94.21949999999995, 94.21999999999996, 94.22049999999996, 94.22099999999996, 94.22149999999996, 94.22199999999997, 94.22249999999997, 94.22299999999996, 94.22349999999996, 94.22399999999996, 94.22449999999996, 94.22499999999997, 94.22549999999997, 94.22599999999996, 94.22649999999996, 94.22699999999996, 94.22749999999996, 94.22799999999997, 94.22849999999997, 94.22899999999996, 94.22949999999996, 94.22999999999996, 94.23049999999996, 94.23099999999997, 94.23149999999995, 94.23199999999996, 94.23249999999996, 94.23299999999996, 94.23349999999996, 94.23399999999997, 94.23449999999997, 94.23499999999996, 94.23549999999996, 94.23599999999996, 94.23649999999996, 94.23699999999997, 94.23749999999997, 94.23799999999996, 94.23849999999996, 94.23899999999996, 94.23949999999996, 94.23999999999997, 94.24049999999997, 94.24099999999996, 94.24149999999996, 94.24199999999996, 94.24249999999996, 94.24299999999997, 94.24349999999997, 94.24399999999996, 94.24449999999996, 94.24499999999996, 94.24549999999996, 94.24599999999997, 94.24649999999997, 94.24699999999996, 94.24749999999996, 94.24799999999996, 94.24849999999996, 94.24899999999997, 94.24949999999995, 94.24999999999996, 94.25049999999996, 94.25099999999996, 94.25149999999996, 94.25199999999997, 94.25249999999997, 94.25299999999996, 94.25349999999996, 94.25399999999996, 94.25449999999996, 94.25499999999997, 94.25549999999997, 94.25599999999996, 94.25649999999996, 94.25699999999996, 94.25749999999996, 94.25799999999997, 94.25849999999997, 94.25899999999996, 94.25949999999996, 94.25999999999996, 94.26049999999996, 94.26099999999997, 94.26149999999996, 94.26199999999996, 94.26249999999996, 94.26299999999996, 94.26349999999996, 94.26399999999997, 94.26449999999997, 94.26499999999996, 94.26549999999996, 94.26599999999996, 94.26649999999997, 94.26699999999997, 94.26749999999997, 94.26799999999996, 94.26849999999996, 94.26899999999996, 94.26949999999997, 94.26999999999997, 94.27049999999997, 94.27099999999996, 94.27149999999996, 94.27199999999996, 94.27249999999997, 94.27299999999997, 94.27349999999997, 94.27399999999996, 94.27449999999996, 94.27499999999996, 94.27549999999997, 94.27599999999997, 94.27649999999997, 94.27699999999996, 94.27749999999996, 94.27799999999996, 94.27849999999997, 94.27899999999997, 94.27949999999996, 94.27999999999996, 94.28049999999996, 94.28099999999996, 94.28149999999997, 94.28199999999997, 94.28249999999997, 94.28299999999996, 94.28349999999996, 94.28399999999996, 94.28449999999997, 94.28499999999997, 94.28549999999997, 94.28599999999996, 94.28649999999996, 94.28699999999996, 94.28749999999997, 94.28799999999997, 94.28849999999997, 94.28899999999996, 94.28949999999996, 94.28999999999996, 94.29049999999997, 94.29099999999997, 94.29149999999996, 94.29199999999996, 94.29249999999996, 94.29299999999996, 94.29349999999997, 94.29399999999997, 94.29449999999996, 94.29499999999996, 94.29549999999996, 94.29599999999996, 94.29649999999997, 94.29699999999995, 94.29749999999996, 94.29799999999996, 94.29849999999996, 94.29899999999996, 94.29949999999997, 94.29999999999995, 94.30049999999996, 94.30099999999996, 94.30149999999996, 94.30199999999996, 94.30249999999995, 94.30299999999995, 94.30349999999996, 94.30399999999996, 94.30449999999996, 94.30499999999995, 94.30549999999995, 94.30599999999995, 94.30649999999996, 94.30699999999996, 94.30749999999996, 94.30799999999995, 94.30849999999995, 94.30899999999995, 94.30949999999996, 94.30999999999996, 94.31049999999995, 94.31099999999995, 94.31149999999995, 94.31199999999995, 94.31249999999996, 94.31299999999996, 94.31349999999995, 94.31399999999995, 94.31449999999995, 94.31499999999996, 94.31549999999996, 94.31599999999995, 94.31649999999995, 94.31699999999995, 94.31749999999995, 94.31799999999996, 94.31849999999996, 94.31899999999995, 94.31949999999995, 94.31999999999995, 94.31633333333329, 94.31266666666662, 94.30899999999995, 94.3053333333333, 94.30166666666662, 94.29799999999996, 94.29433333333328, 94.29066666666662, 94.28699999999996, 94.28333333333329, 94.27966666666663, 94.27599999999997, 94.2723333333333, 94.26866666666663, 94.26499999999996, 94.2613333333333, 94.25766666666664, 94.25399999999996, 94.2503333333333, 94.24666666666664, 94.24299999999997, 94.2393333333333, 94.23566666666665, 94.23199999999997, 94.22833333333331, 94.22466666666664, 94.22099999999998, 94.21733333333331, 94.21366666666664, 94.20999999999998, 94.20633333333332, 94.20266666666664, 94.19899999999998, 94.19533333333332, 94.19166666666665, 94.18799999999999, 94.18433333333331, 94.18066666666665, 94.17699999999999, 94.17333333333332, 94.16966666666666, 94.166, 94.16233333333332, 94.15866666666666, 94.155, 94.15133333333333, 94.14766666666667, 94.14399999999999, 94.14033333333333, 94.13666666666667, 94.133, 94.12933333333334, 94.12566666666667, 94.122, 94.11833333333334, 94.11466666666666, 94.111, 94.10733333333334, 94.10366666666667, 94.10000000000001, 94.096, 94.09200000000001, 94.08800000000001, 94.084, 94.08000000000001, 94.07600000000001, 94.072, 94.06800000000001, 94.06400000000001, 94.06, 94.05600000000001, 94.052, 94.04800000000002, 94.04400000000001, 94.04, 94.03600000000002, 94.03200000000001, 94.028, 94.02400000000002, 94.02000000000001, 94.016, 94.01200000000001, 94.00800000000001, 94.004, 94.00000000000001, 93.99600000000001, 93.992, 93.98800000000001, 93.98400000000001, 93.98, 93.97600000000001, 93.97200000000001, 93.96800000000002, 93.96400000000001, 93.96000000000001, 93.95600000000002, 93.95200000000001, 93.94800000000001, 93.94400000000002, 93.94000000000001, 93.936, 93.93200000000002, 93.92800000000001, 93.924, 93.92000000000002, 93.91600000000001, 93.912, 93.90800000000002, 93.90400000000001, 93.9, 93.89600000000002, 93.89200000000001, 93.88800000000002, 93.88400000000001, 93.88000000000001, 93.87600000000002, 93.87200000000001, 93.86800000000001, 93.86400000000002, 93.86000000000001, 93.85600000000001, 93.85200000000002, 93.84800000000001, 93.84400000000001, 93.84000000000002, 93.83600000000001, 93.83200000000001, 93.82800000000002, 93.82400000000001, 93.82000000000001, 93.81600000000002, 93.81200000000001, 93.808, 93.80400000000002, 93.80000000000001, 93.796, 93.79200000000002, 93.78800000000001, 93.784, 93.78000000000002, 93.77600000000001, 93.772, 93.76800000000001, 93.76400000000001, 93.76, 93.75600000000001, 93.75200000000001, 93.748, 93.74400000000001, 93.74000000000001, 93.736, 93.73200000000001, 93.72800000000001, 93.724, 93.72000000000001, 93.71600000000001, 93.712, 93.70800000000001, 93.70400000000001, 93.7, 93.69600000000001, 93.69200000000001, 93.688, 93.68400000000001, 93.68, 93.676, 93.67200000000001, 93.668, 93.664, 93.66000000000001, 93.656, 93.652, 93.64800000000001, 93.644, 93.64, 93.63600000000001, 93.632, 93.628, 93.62400000000001, 93.62 ] }, { "line": { "color": "rgb(0, 0, 0 )", "dash": "dot" }, "mode": "lines", "showlegend": false, "type": "scatter", "x": [ "2022-12-31T08:00:00", "2022-12-31T08:00:00" ], "y": [ 93.5, 95.5 ] }, { "line": { "color": "rgb(0, 0, 0 )", "dash": "dot" }, "mode": "lines", "showlegend": false, "type": "scatter", "x": [ "2022-12-31T18:00:00", "2022-12-31T18:00:00" ], "y": [ 93.5, 95.5 ] }, { "line": { "color": "rgb(0, 0, 0 )", "dash": "dot" }, "mode": "lines", "showlegend": false, "type": "scatter", "x": [ "2023-01-01T04:00:00", "2023-01-01T04:00:00" ], "y": [ 93.5, 95.5 ] }, { "line": { "color": "rgb(0, 0, 0 )", "dash": "dot" }, "mode": "lines", "showlegend": false, "type": "scatter", "x": [ "2023-01-01T14:00:00", "2023-01-01T14:00:00" ], "y": [ 93.5, 95.5 ] }, { "name": "Maximal period level", "type": "scatter", "x": [ "2022-12-31T08:00:00", "2022-12-31T18:00:00", "2022-12-31T18:00:00", "2023-01-01T04:00:00", "2023-01-01T04:00:00", "2023-01-01T14:00:00", "2023-01-01T14:00:00", "2023-01-02T00:00:00" ], "y": [ 94.95812144469635, 94.95812144469635, 95.0, 95.0, 94.37, 94.37, 94.36999999999999, 94.36999999999999 ] }, { "line": { "color": "rgb(0, 0, 0)", "dash": "dash" }, "name": "Lower reservoir limit", "type": "scatter", "x": [ "2022-12-31T18:00:00", "2023-01-01T04:00:00", "2023-01-01T04:00:00", "2023-01-01T14:00:00", "2023-01-01T14:00:00", "2023-01-02T00:00:00" ], "y": [ 94.20812144469635, 94.20812144469635, 94.25, 94.25, 93.62, 93.62 ] } ], "layout": { "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": "Visualizing the downward period ramping constraints" }, "xaxis": { "title": { "text": "Time" } }, "yaxis": { "title": { "text": "masl" } } } }, "text/html": [ "