A data-fusion-model method for state of health estimation of Li-ion battery packs based on partial charging curve

The estimation of State of Health (SOH) for battery packs used in Electric Vehicles (EVs) is a complex task with significant importance, accompanied by several challenges. This study introduces a data-fusion model approach to estimate the SOH of battery packs. The approach utilizes dual Gaussian Pro...

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Bibliographic Details

Published in:	Green Energy and Intelligent Transportation
Main Authors:	Xingzi Qiang, Wenting Liu, Zhiqiang Lyu, Haijun Ruan, Xiaoyu Li
Format:	Article
Language:	English
Published:	Elsevier 2024-10-01
Subjects:	Li-ion battery pack State of health Data-fusion-model method Particle filter Gaussian process regression Support vector regression
Online Access:	http://www.sciencedirect.com/science/article/pii/S2773153724000215