Protection and Control of Modern Power Systems

Table 3 Comparison of prediction performance

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

load	LSTM-MTL		CF-LSTM		CF-LSTM-MTL
load	MAPE (%)	RMSE/MW	MAPE (%)	RMSE/MW	MAPE (%)	RMSE/MW
Cold load	4.5	1.725	4.7	2.109	4.1	1.633
Heat load	7.1	0.135	5.4	0.092	5.5	0.099
Electric load	5.6	1.359	3.3	0.966	2.9	0.774
weighted	5.4	1.260	4.2	1.248	3.9	0.983

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