首页|Review on Lithium-ion Battery PHM from the Perspective of Key PHM Steps
Review on Lithium-ion Battery PHM from the Perspective of Key PHM Steps
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Prognostics and health management(PHM)has gotten considerable attention in the background of Industry 4.0.Battery PHM contributes to the reliable and safe operation of electric devices.Nevertheless,relevant reviews are still continuously updated over time.In this paper,we browsed extensive literature related to battery PHM from 2018 to 2023 and summarized advances in battery PHM field,including battery testing and public datasets,fault diagnosis and prediction methods,health status estimation and health management methods.The last topic includes state of health estimation methods,remaining useful life prediction methods and predictive maintenance methods.Each of these categories is introduced and discussed in details.Based on this survey,we accordingly discuss challenges left to battery PHM,and provide future research opportunities.This research systematically reviews recent research about battery PHM from the perspective of key PHM steps and provide some valuable prospects for researchers and practitioners.
Lithium-ion batteriesPrognostics and health managementRemaining useful lifeState of healthPredictive maintenance
Jinzhen Kong、Jie Liu、Jingzhe Zhu、Xi Zhang、Kwok-Leung Tsui、Zhike Peng、Dong Wang
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School of Mechanical Engineering,Hebei University of Technology,Tianjin 300401,China
School of Mechanical Engineering,Shanghai Jiao Tong University,Shanghai 200240,China
Grado Department of Industrial and Systems Engineering,Virginia Polytechnic Institute and State University,Blacksburg 24061,USA
School of Mechanical Engineering,Ningxia University,Ningxia 750021,China
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Tianjin Municipal Education Commission of ChinaNational Natural Science Foundation of ChinaNational Natural Science Foundation of China
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