Dual particle swarm optimization based data-driven state of health estimation method for lithium-ion battery

Accurate estimation of Li-ion battery state of health (SOH) is essential to ensure battery safety and vehicle operation. Here, this paper proposes a dual particle swarm optimization algorithm-extreme gradient boosting algorithm (DP-X) with the battery's charging voltage and incremental capacity...

Full description

Bibliographic Details

Published in:	Journal of energy storage Vol. 56; p. 105908
Main Authors:	Liu, Xingtao, Liu, Xiaojian, Fang, Leichao, Wu, Muyao, Wu, Ji
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 10.12.2022
Subjects:	Extreme gradient boosting algorithm Lithium-ion battery Particle swarm optimization State-of-health estimation Lithium-ion battery State-of-health estimation Particle swarm optimization Extreme gradient boosting algorithm
ISSN:	2352-152X, 2352-1538
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!