Data-driven health modeling and assessment of Li-ion battery

Lithium-ion battery is widely applied in numerous fields while machine learning (ML) algorithm is an effective method to model and monitor the aging and operation of battery. In this dissertation, certain popular algorithms and approaches of modeling battery are reviewed in the beginning. After that...

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書目詳細資料
主要作者: Ma, Hongming
其他作者: Xu Yan
格式: Thesis-Master by Coursework
語言:English
出版: Nanyang Technological University 2022
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在線閱讀:https://hdl.handle.net/10356/157320
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機構: Nanyang Technological University
語言: English