A Novel Ensemble Wind Speed Forecasting Model in the Longdong Area of Loess Plateau in China

Table 2

The MSE, MAE, and MAPE of experiment I for wind turbine I in each season.

Model	First Season			Second Season			Third Season			Fourth Season
	MSE(m/s)	MAE(m/s)	MAPE(%)	MSE(m/s)	MAE(m/s)	MAPE(%)	MSE(m/s)	MAE(m/s)	MAPE(%)	MSE(m/s)	MAE(m/s)	MAPE(%)
BPNN	0.508	0.5201	25.61%	0.5667	0.5586	25.93%	0.4926	0.5204	23. 91%	0.4481	0.5484	34.04%
SVM	0.5311	0.5229	24.69%	0.5859	0.5544	24.60%	0.5236	0.5247	23. 18%	0.4303	0.5185	30.87%
ELM	0.5123	0.5213	25.73%	0.5568	0.557	25.89%	0.4897	0.5187	23. 89%	0.4523	0.5508	34.26%
EEMD-BPNN	0.2896	0.4255	20.68%	0.3668	0.4297	20.51%	0.2639	0.4128	19. 73%	0.2286	0.4011	24.06%
EEMD-SVM	0.2972	0.4342	20.97%	0.3846	0.4528	21.50%	0.2598	0.4087	19. 51%	0.2277	0.4041	24.32%
EEMD-ELM	0.2851	0.4214	20.55%	0.3849	0.4357	21.07%	0.2525	0.4051	19. 58%	0.2252	0.3951	23.75%