update draw code
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								draw.py
									
									
									
									
									
								
							
							
						
						
									
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								draw.py
									
									
									
									
									
								
							| @@ -35,7 +35,6 @@ def draw_results(results, filename, title_benefit, annot_benefit=False, figure_s | ||||
|     new_Data = pd.DataFrame(index=[df.index[-1] + 1], columns=df.columns) | ||||
|     for i in df.columns: | ||||
|         new_Data[i] = df[i].iloc[-1] | ||||
|     # print(new_Data) | ||||
|     df = pd.concat([df, new_Data]) | ||||
|  | ||||
|     X, Y = np.meshgrid(np.arange(df.shape[1]), np.arange(df.shape[0])) | ||||
| @@ -68,7 +67,6 @@ def draw_cost(costs, filename, title_cost, annot_cost=False, figure_size=(10, 10 | ||||
|     new_Data = pd.DataFrame(index=[df.index[-1] + 1], columns=df.columns) | ||||
|     for i in df.columns: | ||||
|         new_Data[i] = df[i].iloc[-1] | ||||
|     # print(new_Data) | ||||
|     df = pd.concat([df, new_Data]) | ||||
|     X, Y = np.meshgrid(np.arange(df.shape[1]), np.arange(df.shape[0])) | ||||
|  | ||||
| @@ -96,13 +94,8 @@ def draw_overload(overload_cnt, filename, title_unmet, annot_unmet=False, figure | ||||
|     df.index = df.index.map(int) | ||||
|     df.columns = df.columns / 1000 | ||||
|     df.columns = df.columns.map(int) | ||||
|     print('unmet index') | ||||
|     print(df.index) | ||||
|     print('unmet columns') | ||||
|     print(df.columns) | ||||
|     min_value = df.min().min() | ||||
|     max_value = df.max().max() | ||||
|     # max_scale = max(abs(min_value/1000), abs(max_value/1000)) | ||||
|  | ||||
|  | ||||
|     df[df.columns[-1] + 1] = df.iloc[:, -1]  | ||||
| @@ -136,6 +129,41 @@ def draw_overload(overload_cnt, filename, title_unmet, annot_unmet=False, figure | ||||
|     plt.ylabel('PV Capacity (MW)') | ||||
|     plt.savefig(filename) | ||||
|  | ||||
| with open('config.json', 'r') as f: | ||||
|     js_data = json.load(f) | ||||
|  | ||||
| data = pd.read_csv('combined_data.csv') | ||||
| time_interval = js_data["time_interval"]["numerator"] / js_data["time_interval"]["denominator"] | ||||
|  | ||||
| pv_loss = js_data["pv"]["loss"] | ||||
| pv_cost_per_kW = js_data["pv"]["cost_per_kW"] | ||||
| pv_lifetime = js_data["pv"]["lifetime"] | ||||
|  | ||||
| ess_loss = js_data["ess"]["loss"] | ||||
| ess_cost_per_kW = js_data["ess"]["cost_per_kW"] | ||||
| ess_lifetime = js_data["ess"]["lifetime"] | ||||
|  | ||||
| grid_loss = js_data["grid"]["loss"] | ||||
| sell_price = js_data["grid"]["sell_price"] | ||||
| grid_capacity = js_data["grid"]["capacity"] | ||||
|  | ||||
| pv_begin = js_data["pv_capacities"]["begin"] | ||||
| pv_end = js_data["pv_capacities"]["end"] | ||||
| pv_groups = js_data["pv_capacities"]["groups"] | ||||
|  | ||||
| ess_begin = js_data["ess_capacities"]["begin"] | ||||
| ess_end = js_data["ess_capacities"]["end"] | ||||
| ess_groups = js_data["ess_capacities"]["groups"] | ||||
|  | ||||
| annot_unmet = js_data["annotated"]["unmet_prob"] | ||||
| annot_benefit = js_data["annotated"]["benefit"] | ||||
| annot_cost = js_data["annotated"]["cost"] | ||||
|  | ||||
| title_unmet = js_data["plot_title"]["unmet_prob"] | ||||
| title_cost = js_data["plot_title"]["cost"] | ||||
| title_benefit = js_data["plot_title"]["benefit"] | ||||
|  | ||||
| figure_size = (js_data["figure_size"]["length"], js_data["figure_size"]["height"]) | ||||
|  | ||||
| directory = 'data/' | ||||
|  | ||||
| @@ -149,9 +177,9 @@ for f in split_files: | ||||
| costs_files = [f for f in split_files if f[-1].endswith('costs.json')] | ||||
| print(f'find costs files: {costs_files}') | ||||
| overload_files = [f for f in split_files if f[-1].endswith('overload_cnt.json')] | ||||
| print(f'find overload files: {overload_files}') | ||||
| print(f'find coverage/unmet files: {overload_files}') | ||||
| results_files = [f for f in split_files if f[-1].endswith('results.json')] | ||||
| print(f'find results files: {results_files}') | ||||
| print(f'find profit/benefit files: {results_files}') | ||||
|  | ||||
| costs_dfs = [read_data(directory + '-'.join(f)) for f in costs_files] | ||||
| overload_dfs = [read_data(directory + '-'.join(f)) for f in overload_files] | ||||
| @@ -160,17 +188,19 @@ results_dfs = [read_data(directory + '-'.join(f)) for f in results_files] | ||||
| for costs_df, overload_df, results_df in zip(costs_dfs, overload_dfs, results_dfs): | ||||
|  | ||||
|     draw_cost(costs_df,  | ||||
|               f'plots/costs-{int(costs_df.columns[-1])}-pv-{int(costs_df.index[-1])}.png',  | ||||
|               f'Costs for ESS-{int(costs_df.columns[-1])}-pv-{int(costs_df.index[-1])}MWh', annot_cost=False) | ||||
|               f'plots/costs-ess-{int(costs_df.columns[0])}-{int(costs_df.columns[-1])}-pv-{int(costs_df.index[0])}-{int(costs_df.index[-1])}.png',  | ||||
|               title_cost=title_cost,  | ||||
|               annot_cost=annot_cost) | ||||
|  | ||||
|     draw_overload(overload_df,  | ||||
|                   f'plots/overload-ess-{overload_df.columns[-1]}-pv-{overload_df.index[-1]}.png',  | ||||
|                   f'Overload for ess-{overload_df.columns[-1]}MW pv-{overload_df.index[-1]}MWh',  | ||||
|                   f'plots/overload-ess-{overload_df.columns[0]}-{overload_df.columns[-1]}-pv-{overload_df.index[0]}-{overload_df.index[-1]}.png',  | ||||
|                   title_unmet=title_unmet,  | ||||
|                   annot_unmet=False) | ||||
|  | ||||
|     draw_results(results_df,  | ||||
|                  f'plots/results-{results_df.columns[-1]}-pv-{results_df.index[-1]}.png',  | ||||
|                  f'Results for ess-{results_df.columns[-1]}MW pv-{results_df.index[-1]}MWh', annot_benefit=False) | ||||
|                  f'plots/results-ess-{results_df.columns[0]}-{results_df.columns[-1]}-pv-{results_df.index[0]}-{results_df.index[-1]}.png',  | ||||
|                  title_benefit=title_benefit, | ||||
|                  annot_benefit=False) | ||||
|  | ||||
|  | ||||
|  | ||||
|   | ||||
							
								
								
									
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								main.py
									
									
									
									
									
								
							
							
						
						
									
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								main.py
									
									
									
									
									
								
							| @@ -111,7 +111,7 @@ def cal_profit(es: EnergySystem, saved_money): | ||||
| for ess_capacity in ess_capacities: | ||||
|     print(f"ess_capacity:{ess_capacity}") | ||||
|     for pv_capacity in pv_capacities: | ||||
|         print(f"pv_capacity:{ess_capacity}") | ||||
|         print(f"pv_capacity:{pv_capacity}") | ||||
|         pv = pv_config(capacity=pv_capacity,  | ||||
|                         cost_per_kW=pv_cost_per_kW, | ||||
|                         lifetime=pv_lifetime,  | ||||
|   | ||||
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