Protection and Control of Modern Power Systems

Table 7 The prediction errors by setting different time window

From: An explainable framework for load forecasting of a regional integrated energy system based on coupled features and multi-task learning

Time window	24 h		48 h		72 h		96 h
Error	MAPE (%)	RMSE (MW)	MAPE (%)	RMSE (MW)	MAPE (%)	RMSE (MW)	MAPE (%)	RMSE (MW)
Cold	5.31	3.345	9.25	3.908	4.12	1.633	8.19	3.5
Heat	5.77	0.100	6.43	0.109	5.50	0.099	5.44	0.097
Electric	3.40	1.377	3.11	1.236	2.91	0.774	4.32	1.551
Weighted	4.638	1.908	6.230	2.079	3.91	0.983	6.092	2.039

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