Title
GA-based approach to optimize an equivalent electric circuit model of a Li-ion battery-pack
Abstract
•Time and frequency domain tests are performed for a commercial Li-ion battery pack.•Different RC networks have been used to modeling the battery pack.•A Genetic Algorithm is applied to optimize the parameters of the battery model.•A hardware-in-the-loop simulations platform reproduces real driving cycles of an electric vehicle.•A low-order model reproduces with high accuracy the behavior of the battery pack.
Year
DOI
Venue
2021
10.1016/j.eswa.2021.114647
Expert Systems with Applications
Keywords
DocType
Volume
Li-ion battery-pack,Equivalent electric circuit,Genetic algorithm,Electric vehicle applications,HIL simulation
Journal
172
ISSN
Citations 
PageRank 
0957-4174
0
0.34
References 
Authors
0
5