Uncertainty Quantification of Human Electromagnetic Exposure From Electric Vehicle Wireless Power Transfer System

被引:7
|
作者
Wang, Tianhao [1 ]
Yu, Quanyi [1 ]
Li, Bo [1 ]
Lv, Gang [2 ]
Wu, Yangyun [1 ]
Guan, Shanshan [1 ]
机构
[1] Jilin Univ, Coll Instrument Sci & Elect Engn, Changchun 130026, Peoples R China
[2] Natl Automot Qual Supervis & Inspect Ctr, EMC Dept, Changchun 130011, Peoples R China
关键词
Electromagnetics; Safety; Uncertainty; Electric vehicles; Biological system modeling; Matching pursuit algorithms; Input variables; global sensitivity analysis; random greedy algorithm; sparse polynomial chaos expansion; Index Terms; uncertainty quantification; wireless power transfer; POLYNOMIAL CHAOS; HUMAN-BODY; FIELD; MODEL;
D O I
10.1109/TITS.2023.3235807
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
With the rapid development of electric vehicles (EVs), the wireless power transfer (WPT) technology of EV is becoming more and more mature. The safety of human electromagnetic exposure caused by the WPT system of EV has become the focus of research. Considering the practical application of EV WPT system, this paper studies the electromagnetic exposure of human body based on the uncertainty quantification theory. A sparse polynomial chaos expansion method is used to establish the surrogate model of the mean value of some human organs' SAR, and the probability distribution function of SAR is calculated. The Sobol is used to quantify the impact of relevant variables on SAR. The final calculation results show that when the person is on the side of the EV, the offset between the magnetic coupling coils of the WPT and the lateral displacement of the human body on the side of the EV have a greater impact; When a person is at the rear of the EV, the vertical displacement of the magnetic coupling coils of the WPT has a greater impact on the longitudinal displacement of the human body at the rear of the vehicle. Combined with the above analysis, this paper can provide reasonable suggestions for the safety protection of electromagnetic exposure of human body in the WPT of EVs.
引用
收藏
页码:8886 / 8896
页数:11
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