Linear Regression-Based Procedures for Extraction of Li-Ion Battery Equivalent Circuit Model Parameters

Equivalent circuit models represent one of the most efficient virtual representations of battery systems, with numerous applications supporting the design of electric vehicles, such as powertrain evaluation, power electronics development, and model-based state estimation. Due to their popularity, th...

Full description

Bibliographic Details

Published in:	Batteries
Main Authors:	Vicentiu-Iulian Savu, Chris Brace, Georg Engel, Nico Didcock, Peter Wilson, Emre Kural, Nic Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	equivalent circuit model lithium-ion battery battery model parametrization autoregressive exogenous model least squares linear regression optimization
Online Access:	https://www.mdpi.com/2313-0105/10/10/343