A Hybrid Method for Ultrashort-Term Wind Power Prediction considering Meteorological Features and Seasonal Information

Table 4

Comparison of different model structures in RMSE.

Layers of LSTM	Neurons of dense	RMSE of training set	RMSE of test set
1	1 (70)	3.76	4.02
2	1 (80)	3.25	3.38
3	2 (70, 80)	3.09	4.17
4	2 (80, 80)	2.88	5.32