Protection and Control of Modern Power Systems

Table 5 Prediction error before and after removing the three coupled features in CF- LSTM-MTL

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

Load	Original model		Improved model
Load	MAPE (%)	RMSE/MW	MAPE (%)	RMSE/MW
Cold load	0.041	1.633	0.029	1.183
Heat load	0.055	0.099	0.054	0.096
Electric load	0.029	0.774	0.028	0.761
Weighted	0.039	0.983	0.033	0.836

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