State of health estimation of lithium-ion battery based on CNN–WNN–WLSTM

Abstract Accurate and stable estimation of the state of health (SOH), which is one of the critical indicators to characterize the ability of lithium-ion (Li-ion) batteries to store and release energy, is critical in the stable driving of electric vehicles. In this paper, a novel SOH estimation metho...

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Bibliographic Details
Main Authors: Quanzheng Yao, Xianhua Song, Wei Xie
Format: Article
Language:English
Published: Springer 2024-01-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-023-01300-3