Diagnosis of Performance Degradation for Lithium-ion Battery Module in Electric Vehicle

被引:0
|
作者
Wu, Chao [1 ,2 ]
Sun, Jinlei [1 ]
Zhu, Chunbo [1 ]
Ge, Yunwang [2 ]
Zhao, Yongping [1 ]
机构
[1] Harbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China
[2] Luoyang Inst Sci & Technol, Dept Elect Engn, Luoyang 471023, Peoples R China
来源
2015 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC) | 2015年
关键词
EV; lithium-ion battery; degradation diagnosis; Wavelet transformation; least square fit; FAULT-DIAGNOSIS; STATE; PROGNOSTICS; MODEL; MECHANISMS; ENTROPY; CYCLE; PART; LIFE;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In recent years much attention has been focused upon performance degradation for lithium-ion batteries due to safety issues. Although SOH diagnosis and remaining life predication for individual cell is relatively sophisticated, module diagnosis especially for electric vehicle(EV) has rarely been reported and applied due to complexity of system. This paper focused on the performance degradation of EV power module during practical conditions, and proposed a diagnosis approach based on wavelet transformation and statistical analysis. This approach provides not only the performance degradation information of entire module, but also the individual cell information at different frequency range, with which ageing process of module, potential failure of individual cell, location of worst cell and fault mechanism can be obtained to guarantee the safety of battery system and reduce maintenance costs.
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页数:6
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