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

Table 7

The MSE, MAE, and MAPE of experiment III for wind turbine I, wind turbine II, and wind turbine III in year 2015.

Model	Wind turbine I			Wind turbine II			Wind turbine III
	MSE(m/s)	MAE(m/s)	MAPE(%)	MSE(m/s)	MAE(m/s)	MAPE(%)	MSE(m/s)	MAE(m/s)	MAPE(%)
BPNN	0.5037	0.5369	27.39%	0.3574	0.4676	31.10%	0.3597	0.4726	24.99%
SVM	0.5174	0.5301	25.84%	0.3459	0.4557	29.77%	0.3606	0.4698	23.99%
ELM	0.5026	0.5370	27.46%	0.3599	0.4654	30.98%	0.3632	0.4781	25.35%
EEMD-BPNN	0.2870	0.4172	21.25%	0.1990	0.3575	21.55%	0.3406	0.4519	22.93%
EEMD-SVM	0.2920	0.4248	21.58%	0.1920	0.3547	21.53%	0.3509	0.4566	22.54%
EEMD-ELM	0.2867	0.4142	21.24%	0.1942	0.3551	21.55%	0.3456	0.4554	23.03%
TCM	0.2875	0.4194	21.68%	0.1941	0.3564	21.60%	0.3272	0.4534	23.70%
GA-NNCT	0.2846	0.4083	20.56%	0.1788	0.3211	19.94%	0.3266	0.4521	21.98%