Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles
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...
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| Format: | Article |
| Language: | English |
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MDPI AG
2025-01-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/18/3/592 |
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| author | Shuguang Wei Feifan Xu Dong Yuan Kewei Chen Bin Liu Jiaqi Li |
| author_facet | Shuguang Wei Feifan Xu Dong Yuan Kewei Chen Bin Liu Jiaqi Li |
| author_sort | Shuguang Wei |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-3af35a0c882c40269f2825ebe49edd0d |
| institution | OA Journals |
| issn | 1996-1073 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj-art-3af35a0c882c40269f2825ebe49edd0d2025-08-20T02:12:41ZengMDPI AGEnergies1996-10732025-01-0118359210.3390/en18030592Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric VehiclesShuguang Wei0Feifan Xu1Dong Yuan2Kewei Chen3Bin Liu4Jiaqi Li5Department of Control Engineering, Army Academy of Armored Forces, Beijing 100072, ChinaDepartment of Control Engineering, Army Academy of Armored Forces, Beijing 100072, ChinaDepartment of Control Engineering, Army Academy of Armored Forces, Beijing 100072, ChinaDepartment of Control Engineering, Army Academy of Armored Forces, Beijing 100072, ChinaDepartment of Control Engineering, Army Academy of Armored Forces, Beijing 100072, ChinaDepartment of Control Engineering, Army Academy of Armored Forces, Beijing 100072, ChinaThis 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.https://www.mdpi.com/1996-1073/18/3/592electric vehicle (EV)intelligent algorithm (IA)wireless chargingcompensation topologycoupling coilsparameter optimization |
| spellingShingle | Shuguang Wei Feifan Xu Dong Yuan Kewei Chen Bin Liu Jiaqi Li Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles Energies electric vehicle (EV) intelligent algorithm (IA) wireless charging compensation topology coupling coils parameter optimization |
| title | Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles |
| title_full | Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles |
| title_fullStr | Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles |
| title_full_unstemmed | Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles |
| title_short | Review on the Applications of Intelligent Algorithm in Wireless Charging System for Electric Vehicles |
| title_sort | review on the applications of intelligent algorithm in wireless charging system for electric vehicles |
| topic | electric vehicle (EV) intelligent algorithm (IA) wireless charging compensation topology coupling coils parameter optimization |
| url | https://www.mdpi.com/1996-1073/18/3/592 |
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