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SOH estimation for lithium-ion batteries using the distribution of relaxation time and feature optimized multilayer perceptron

Summary: Electrochemical impedance spectroscopy (EIS) offers abundant dynamic information related to battery degradation. However, the distribution of relaxation time (DRT) methods often produces ambiguous timescale features due to overlapping peaks and the subjective selection of regularization par...

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書誌詳細
主要な著者: Fang Wang, Shiqiang Liu, Shiqin Chen, Qi Zhang, Dafang Wang, Xiaole Ma, Xiaoqian Dai
フォーマット: Artigo
言語:Inglês
出版事項: Elsevier 2025-09-01
シリーズ:iScience
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オンライン・アクセス:http://www.sciencedirect.com/science/article/pii/S2589004225017043
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