Wind Power Prediction Based on Nonlinear Partial Least Square

Table 1

Analytical results for working condition I.

Model	RMSECV	RMSEP			LVs	Hidden nodes	Width
PLS	256.6612	265.5835	0.6903	0.6670	2	-	-
BP	212.8876	248.9909	0.7744	0.6842	-	1	-
RBF	471.8434	429.7947	0.7739	0.0259	-	1	-
SVM	328.6061	240.5229	0.7750	0.7250	-	-	0.6
BPE-NPLS	288.2057	232.0449	0.6262	0.7112	1	4	-
RBFE-NPLS	206.2611	225.5973	0.7724	0.7324	8	2	-

The bold means the minimum error or the maximum correlation among models.