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RulesYongqiao Xiao

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Open access Aug 2026

A Method for Estimating the State of Health of Lithium-Ion Batteries Based on Hybrid Neural Network Model

Accurate estimation of the state of health (SOH) of lithium ion batteries is a fundamental prerequisite for the safe and reliable operation of battery management systems. To address the issues of insufficient feature representativeness, manually dependent hyperparameter tuning, and limited generalization under small sa...

RulesYongqiao Xiao, Jiyang Xu, Jia-Bo Li · 0 citations

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