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

Table 3

Performance comparison based on RMSE.

Test month	Persistence method	Multivariate ARIMA	RBF	MLP	RNN	LSSVMs	LLNF	LNF
April 2010	1.24	0.843	0.549	0.514	0.463	0.49	0.485	0.328
May 2010	0.848	0.742	0.516	0.618	0.435	0.45	0.414	0.317
June 2010	0.784	0.702	0.593	0.521	0.437	0.39	0.428	0.299
July 2010	0.826	0.691	0.501	0.467	0.376	0.37	0.455	0.230
Average	0.895	0.744	0.551	0.530	0.428	0.442	0.445	0.293