Mechanical vibration modeling and characterization of a plastic-cased lithium-ion battery

被引:25
作者
Li, Xiaoyu [1 ,2 ]
Huang, Zhijia [1 ]
Hua, Wen [1 ]
Rao, Lalith [3 ]
Tian, Yong [1 ]
Tian, Jindong [1 ,4 ]
机构
[1] Shenzhen Univ, Coll Phys & Optoelect Engn, Shenzhen 518060, Peoples R China
[2] Beijing Inst Technol, Sch Mech Engn, Natl Engn Lab Elect Vehicles, Beijing 100081, Peoples R China
[3] Ohio State Univ, Ctr Automot Res, Dept Mech & Aerosp Engn, Columbus, OH 43210 USA
[4] Shenzhen Univ, Guangdong Lab Artificial Intelligence & Digital Ec, Shenzhen 518060, Peoples R China
来源
GREEN ENERGY AND INTELLIGENT TRANSPORTATION | 2022年 / 1卷 / 02期
基金
中国国家自然科学基金;
关键词
Lithium-ion battery; Mechanical vibration; Modeling; Characterization; STATE;
D O I
10.1016/j.geits.2022.100006
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Batteries often show the coupling change of multiple physical field characteristic parameters in the charging or discharging processes. Conventional battery modeling and characterization methods mainly focus on electrical or thermal parameters. Considering that battery state change can cause a change in the mechanical structure, research on the vibration characteristic modeling and characterization of a plastic-cased lithium-ion battery is carried out. By analyzing the mechanical structure of the battery, the first principles modeling method is selected to model the battery's mechanical performance. The vibration data in the process of battery charging and discharging are measured by a laser Doppler vibrometer (LDV). The obtained experimental data are used to identify the mechanical parameters of the battery. Based on the experimentael results, the root mean square error (RMSE) of the frequency domain amplitude fitting result of the model is less than 11.36%. The effectiveness of the battery mechanical vibration model is verified. The model and the characterization method provide tools for nondestructive battery state evaluation.
引用
收藏
页数:10
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