A reliable data-driven state-of-health estimation model for lithium-ion batteries in electric vehicles

A reliable data-driven state-of-health estimation model for lithium-ion batteries in electric vehicles

The implementation of a precise and low-computational state-of-health (SOH) estimation algorithm for lithium-ion batteries represents a critical challenge in the practical application of electric vehicles (EVs). The complicated physicochemical property and the forceful dynamic nonlinearity of the de...

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Bibliographic Details
Main Authors: Chaolong Zhang, Shaishai Zhao, Zhong Yang, Yuan Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Energy Research
Subjects:
lithium-ion battery
SOH estimation
ICA
smoothing spline filter
PSO algorithm
BLS network
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.1013800/full

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