State-of-Charge Estimation of Lithium-Ion Battery Pack Based on Improved RBF Neural Networks

Table 1

Performance for different input variables using proposed RBF.

Inputs	RMSE (training)	RMSE (validation)	MAX (training) (%)	MAX (validation)	Time
Selected by FRA	0.041	0.087	0.6783	1.9606	114
By experience	0.042	0.9811	0.6287	2.5228	117