A Fusion-Based SOH Estimation for Lithium-ion Batteries with SHAP-Guided Feature Extraction and Generative Data Augmentation

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journal：IEEE Transactions on Transportation Electrification

Authors：Dandan Liu; Guanwei Jiang; Simin Peng; Daohan Zhang; Yuanliang Wang; Yan Ma; Michael Pecht

Published date：2026--

DOI：10.1109/tte.2026.3714009

PDF link：https://ieeexplore.ieee.org/stampPDF/getPDF.jsp?arnumber=11612953

Article link：https://doi.org/10.1109/tte.2026.3714009

Article Source：Institute of Electrical and Electronics Engineers (IEEE)。

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[IEEE] A Fusion-Based SOH Estimation for Lithium-ion Batteries with SHAP-Guided Feature Extraction and Generative Data Augmentation