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Cheng-Cheng Deng

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Sep 2026

Lithium-ion battery state-of-health estimation based on health feature selection and IGWO-Transformer-GRU model

This study aims to address the accuracy and robustness limitations of conventional single-model approaches for lithium-ion battery state-of-health (SOH) estimation. This paper proposes an enhanced improved Grey Wolf optimization (IGWO)-Transformer-GRU-based estimation framework. Health factors (HFs) of lithi...

Cheng-Cheng Deng, Xi Chen, Zhi-Tong Ding · 0 citations

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