Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles

Shuguang Wei, Feifan Xu, Dong Yuan (), Kewei Chen, Bin Liu and Jiaqi Li
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Shuguang Wei: Department of Control Engineering, Army Academy of Armored Forces, Beijing 100072, China
Feifan Xu: Department of Control Engineering, Army Academy of Armored Forces, Beijing 100072, China
Dong Yuan: Department of Control Engineering, Army Academy of Armored Forces, Beijing 100072, China
Kewei Chen: Department of Control Engineering, Army Academy of Armored Forces, Beijing 100072, China
Bin Liu: Department of Control Engineering, Army Academy of Armored Forces, Beijing 100072, China
Jiaqi Li: Department of Control Engineering, Army Academy of Armored Forces, Beijing 100072, China

Energies, 2025, vol. 18, issue 3, 1-15

Abstract: This paper presents a comprehensive review of the intelligent algorithms (IAs) based optimization of electric vehicle (EV) wireless charging. First, a general overview of EV wireless charging system is introduced in terms of the compensation circuit, coupling coils, and control strategies, followed by the potential application of IAs. Then, the optimization target, parameter optimization, and structure design of the compensation topologies based on IAs are elaborately expounded by citing current research findings. Subsequently, the IAs are deeply explored for optimizing the systematic parameters, structural geometries, and coupling coils. Then, the IA-based research on the control strategies in the wireless charging system is discussed in detail from three aspects, including power controlling, efficiency optimizing, and parameter tracking. Finally, the prospects for the application of IAs to the EV wireless charging system are summarized and delineated. This paper will be highly beneficial to research entities as a ready reference for the wireless charging system of EVs, with information on IA-based system design.

Keywords: electric vehicle (EV); intelligent algorithm (IA); wireless charging; compensation topology; coupling coils; parameter optimization (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2025
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