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Guoxi Chen

Shanghai University of Electric Power

Shanghai

China

  • Shanghai University of Electric Power

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Scholarly Papers (1)

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Synergistic Integration of Kolmogorov-Arnold Networks with Rnn for Enhanced Lithium-Ion Battery State-of-Health Estimation with Optimized Feature Extraction

Number of pages: 30 Posted: 16 Jul 2025
Longtao Wang, Xingyu Liu, Wenyao Guo, Guoxi Chen, Qingwei Gao, Hui Pan and Yulin Min
Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power and Shanghai University of Electric Power
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Abstract:

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Lithium-ion battery, State of health, Constant voltage charging, Feature screening, Kolmogorov-Arnold networks (KAN)