Prediction of the Remaining Useful Life of Supercapacitors

Zhenxiao Yi; Kun Zhao; Jianrui SunLicheng WangKai WangYongzhi MaAli Ahmadian

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Prediction of the Remaining Useful Life of Supercapacitors

机译：Prediction of the Remaining Useful Life of Supercapacitors

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As a new type of energy-storage device, supercapacitors are widely used in various energy storage fields because of their advantages such as fast charging and discharging, high power density, wide operating temperature range, and long cycle life. However, the degradation and failure of supercapacitors in large-scale applications will adversely affect the operation of the whole system. To maximize the efficiency of supercapacitors without damaging the equipment and to ensure timely replacement before reaching the end of their useful life, it is critical to accurately predict the remaining useful life of supercapacitors. This paper presents a comprehensive review of model-based and data-driven approaches to predict the remaining useful life of supercapacitors, introduces the characteristics of the various methods, and foresees future trends, with the expectation of providing a reference for further research in this field.

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《Mathematical Problems in Engineering: Theory, Methods and Applications》 |2022年第20期|1.1-1.8|共8页
作者
Zhenxiao Yi; Kun Zhao; Jianrui SunLicheng WangKai WangYongzhi MaAli Ahmadian;
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作者单位

College of Mechanical and Electrical Engineering Qingdao University Qingdao 266000 ||School of Electrical Engineering Weihai Innovation Research Institute Qingdao University Qingdao 266000;

Shandong Wide Area Technology Co., Ltd Dongying 257081;

School of Information Engineering Zhejiang University of Technology Hangzhou 310023School of Electrical Engineering Weihai Innovation Research Institute Qingdao University Qingdao 266000College of Mechanical and Electrical Engineering Qingdao University Qingdao 266000;

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正文语种英语
中图分类工程数学;
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Prediction of the Remaining Useful Life of Supercapacitors

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