import pandas as pd def build_model(shop): starttime = pd.Timestamp('2023-05-16T00:00:00') endtime = pd.Timestamp('2023-05-16T06:00:00') shop.set_time_resolution(starttime=starttime, endtime=endtime, timeunit="minute", timeresolution=pd.Series(index=[starttime],data=[15])) busbar = shop.model.busbar.add_object('Busbar') busbar.load.set(1.0) battery = shop.model.battery.add_object('Battery') battery.charge_efficiency.set(0.95) battery.discharge_efficiency.set(0.95) battery.max_charge_power.set(6.0) battery.max_discharge_power.set(6.0) battery.max_energy.set(12.0) battery.initial_energy.set(10) battery.connect_to(shop.model.busbar.Busbar) market = shop.model.market.add_object('Market') starttime = shop.get_time_resolution()["starttime"] market.sale_price.set(pd.DataFrame([10,5,10,5,10,5,10,5,10,5,5,10,10,5,10,5,10,5,10,5,10,5,5,10],index=[starttime+ i*pd.Timedelta(minutes=15) for i in range(0,24)])) market.buy_price.set(shop.model.market.Market.sale_price.get()-0.01) market.max_buy.set(1.0) market.max_sale.set(1.0) market.connect_to(busbar) return shop def run_model(shop): shop.start_sim([],['3']) shop.set_code(['inc'],[]) shop.start_sim([],['3'])