Optimization of magnetic coupling mechanism of dynamic wireless power transfer based on NSGA-II algorithm

被引:3
作者
Tang, Weihang [1 ]
Jing, Long [1 ]
Cao, Wanyu [2 ]
Xu, Wenzheng [1 ]
Wu, Xuezhi [1 ]
Liao, Hongbin [1 ]
机构
[1] Beijing Jiaotong Univ, Beijing, Peoples R China
[2] China Southern Power Grid, Guangzhou, Peoples R China
关键词
MAXIMUM OUTPUT POWER; DESIGN; SYSTEM; COIL;
D O I
10.1038/s41598-024-55512-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Optimization of magnetic coupling mechanism is an important way to improve the performance of a dynamic wireless power transfer system. Inspired by the common radial magnetic core for circular coils, a new radial magnetic core for rectangular coils is adopt. Through simulation and experimental results comparison, which has higher coupling coefficient with the same core area. Combined with the magnetic circuit analysis, the magnetic flux leakage and conduction regions are divided into magnetic fluxes with different shapes, which magnetic resistances are calculated respectively. Based on the simulation results, parameter distributions of fluxes under different conditions are obtained. Therefore, the expressions of the coupling coefficient k of the adopt magnetic cores and coils and the design parameters of coils and cores are obtained. Taking the maximum k and the minimum rate of change of coupling coefficient with 100 mm displacement as the optimization objectives, a multi-objective optimization solution is carried out by using NSGA-II algorithm. The coil optimization scheme is obtained and verified by experiments. k and Delta k are 0.442 and 6.8% respectively, and the errors are less than 5%. In the optimization process, there is no simulation model constructed. The optimization modeling combined of magnetic field segmentation method and parameter fitting has lower complexity and calculation time of optimization.
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页数:18
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