Multi-objective ant lion optimization for parameter optimization of wireless power transfer systems
Chunming Wen,
Jianheng Li,
Bingxu Hou,
Yikui Liao,
Yaqiong Fan,
Huanyu Guo,
Jiarong Wu,
Xiaohui Zhao,
Yuanxiong Liang,
Kairong Liang
Affiliations
Chunming Wen
Key Laboratory of Intelligent Unmanned System and Intelligent Equipment, Education Department of Guangxi Zhuang Autonomous Region, Guangxi Minzu University, Nanning 530006, China
Jianheng Li
Key Laboratory of Intelligent Unmanned System and Intelligent Equipment, Education Department of Guangxi Zhuang Autonomous Region, Guangxi Minzu University, Nanning 530006, China
Bingxu Hou
Key Laboratory of Intelligent Unmanned System and Intelligent Equipment, Education Department of Guangxi Zhuang Autonomous Region, Guangxi Minzu University, Nanning 530006, China
Yikui Liao
Key Laboratory of Intelligent Unmanned System and Intelligent Equipment, Education Department of Guangxi Zhuang Autonomous Region, Guangxi Minzu University, Nanning 530006, China
Yaqiong Fan
Nanning Huashu Nanji New Energy Vehicle Co., Ltd., Nanning 530006, China
Huanyu Guo
Key Laboratory of Intelligent Unmanned System and Intelligent Equipment, Education Department of Guangxi Zhuang Autonomous Region, Guangxi Minzu University, Nanning 530006, China
Jiarong Wu
Key Laboratory of Intelligent Unmanned System and Intelligent Equipment, Education Department of Guangxi Zhuang Autonomous Region, Guangxi Minzu University, Nanning 530006, China
Xiaohui Zhao
Key Laboratory of Intelligent Unmanned System and Intelligent Equipment, Education Department of Guangxi Zhuang Autonomous Region, Guangxi Minzu University, Nanning 530006, China
Yuanxiong Liang
Guangxi Lanchuang New Energy Automotive Equipment Co., Ltd., Liuzhou 545000, China
Kairong Liang
Liuzhou Wuling Automobile Industry Co., Ltd., Liuzhou 545000, China
The effective transmission distance of a magnetic coupling resonance (MCR) wireless power transfer (WPT) system is an essential index of wireless power transfer. Existing systems often suffer from short transmission distances, low power, and low efficiency. In this paper, a method is proposed for improving the parameters of wireless power transfer systems to enhance the performance of the systems. The main parameters affecting the output power and transmission efficiency are determined by analyzing the MCR WPT system with SS-type topology. In addition, the multi-objective ant lion optimizer is combined with tent chaotic mapping to generate the location information of the initial population by using the distribution and randomness of tent chaotic mapping, which increases the diversity of the people and improves the convergence speed and global search capability of the algorithm to achieve multi-objective parameter optimization, and the optimized model is also analyzed. Experiments show that the optimized MCR WPT system has improved output power and transmission efficiency at a longer distance. The optimal transmission distance of the system is about 0.2 m with a maximum output power of 129.3 W, and the axial offset stability of the system is enhanced. Finally, the effectiveness of the improved model is verified by building a prototype system. It provides a valuable reference for the research of improving wireless power transfer.
