A Novel Short-Term Power Load Forecasting Method Based on TSNE-EEMD-LSTM

Table 1

Error of forecasting results of each model.

Forecasting model	MAPE (%)	RMSE (kW)	MAE (kW)
Proposed model	2.6716	39.3329	31.0916
EEMD-BLSTM	3.6951	50.3015	42.7011
EEMD-MLSTM	3.8699	54.7858	45.1035
TSNE-MLSTM	4.4523	67.2027	52.2686
TSNE-BP	6.0121	77.4130	69.4224
MLSTM	5.7885	84.5392	68.0465
TLSTM	6.3646	108.5245	73.9725
BP	10.2852	147.7220	118.6361
EEMD-TLSTM	13.1761	177.7819	155.0436