Short-Term Wind Speed Hybrid Forecasting Model Based on Bias Correcting Study and Its Application

Table 1

Models evaluation of simulation.

Wind farm	Evaluation criteria	Simulation
		DES	PSO-BPNN	Elman	Hybrid	Hybrid bias correcting
1	MAPE (%)	6.45	3.07	2.96	2.01	1.26
	MSE	0.511	0.056	0.040	0.056	0.019
2	MAPE (%)	7.12	3.14	2.30	2.05	0.97
	MSE	0.575	0.062	0.059	0.051	0.027
5	MAPE (%)	7.50	3.15	3.29	2.14	1.14
	MSE	0.512	0.054	0.051	0.042	0.021