Developing a Local Neurofuzzy Model for Short-Term Wind Power Forecasting

Table 4

Performance comparison based on MAPE (%).

Test month	Persistence method	Multivariate ARIMA	RBF	MLP	RNN	LSSVMs	LLNF	LNF
April 2010	35.91	28.74	25.08	22.44	7.75	7.80	7.93	6.15
May 2010	30.84	27.21	18.11	19.82	11.43	11.55	10.12	8.29
June 2010	34.33	28.91	26.45	25.24	16.06	13.46	14.57	11.10
July 2010	36.84	29.54	27.75	26.14	9.33	9.25	10.03	7.38
Average	34.48	28.60	24.35	23.41	11.14	11.24	10.66	8.23