A Power Forecasting Method for Ultra-Short-Term Photovoltaic Power Generation Using Transformer Model

Table 4

Experiment results of the household microgrid dataset.

The evaluation index	MAE	MSE	MAPE
Transformer	0.092	0.036	0.8079
GRU	0.132	0.043	0.9853
DNN	0.139	0.050	1.043