Review on Lithium-ion Battery PHM from the Perspective of Key PHM Steps

• Published in: Chinese journal of mechanical engineering Vol. 37; no. 1; pp. 71 - 22
• Main Authors: Kong, Jinzhen, Liu, Jie, Zhu, Jingzhe, Zhang, Xi, Tsui, Kwok-Leung, Peng, Zhike, Wang, Dong
• Format: Journal Article
• Language: English
• Published: Singapore Springer Nature Singapore 22.07.2024; Springer Nature B.V; SpringerOpen
• Edition: English ed.
• Subjects: Datasets; Electric devices; Electrical Machines and Networks; Electricity distribution; Electronics and Microelectronics; Energy storage; Engineering; Engineering Thermodynamics; Failure; Fault diagnosis; Heat and Mass Transfer; Industry 4.0; Instrumentation; Life prediction; Lithium; Lithium-ion batteries; Machines; Maintenance costs; Management methods; Manufacturing; Mechanical Engineering; Overview; Power Electronics; Predictive maintenance; Processes; Prognostics and health management; Rechargeable batteries; Remaining useful life; Review; Signal processing; State of health; Theoretical and Applied Mechanics; Useful life; Vehicles; Lithium-ion batteries; Remaining useful life; Prognostics and health management; State of health; Predictive maintenance
• ISSN: 2192-8258; 1000-9345; 2192-8258
• DOI: 10.1186/s10033-024-01055-z

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.