Neural Network Compensation Control for Output Power Optimization of Wind Energy Conversion System Based on Data-Driven Control

Table 2

Output error with different training rules.

Learning rules	MAE (Kw)	STD of MAE	RMAE	STD of RMAE
Turbine 1
EBPA	4.30	2.01	0.12	0.02
LMS	3.30	1.23	0.08	0.02
OUTSTAR	2.25	0.95	0.05	0.01
Turbine 2
EBPA	4.32	2.05	0.15	0.03
LMS	3.27	1.22	0.07	0.03
OUTSTAR	2.33	0.93	0.06	0.02
Turbine 3
EBPA	4.28	1.98	0.10	0.02
LMS	3.21	1.03	0.08	0.01
OUTSTAR	2.15	0.86	0.05	0.01