Multi-objective optimization of parameters for magnetically coupled resonant wireless energy transmission systems

被引:2
|
作者
Wen, Chunming [1 ,2 ]
Chen, Minbo [1 ,3 ]
Xu, Qing [1 ,3 ]
He, Qiuli [4 ]
Wu, Jiarong [1 ,3 ]
Zhao, Xiaohui [1 ,3 ]
Liang, Yuanxiong [5 ]
Liang, Kairong [6 ]
机构
[1] Guangxi Univ Nationalities, Educ Dept Guangxi Zhuang Autonomous Reg, Key Lab Intelligent Unmanned Syst & Intelligent Eq, Nanning 530006, Peoples R China
[2] Guangxi Univ Nationalities, Guangxi Key Lab Hybrid Computat & IC Design Anal, Nanning 530006, Peoples R China
[3] Guangxi Univ Nationalities, Coll Elect Informat, Nanning 530006, Peoples R China
[4] Guangxi Univ, Sch Elect Engn, Nanning 530006, Peoples R China
[5] Guangxi Lanchuang New Energy Automot Equipment Co, Liuzhou 545000, Peoples R China
[6] Liuzhou Wuling Automobile Ind Co Ltd, Liuzhou 545000, Peoples R China
基金
中国国家自然科学基金;
关键词
DESIGN;
D O I
10.1063/5.0131124
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
To improve the transmission efficiency and output power of a magnetically coupled resonant wireless energy transmission system, this paper proposes a multi-objective optimization method based on the analytical expression and the improved NSGA-II algorithm. First, the analytical expressions of the electrical and performance parameters in the magnetically coupled resonant mechanism are derived. On this basis, the mathematical model of the multi-objective optimization of the magnetically coupled mechanism is established, with the size, many turns, and wire diameter of the transmitting and receiving coils in the magnetically coupled mechanism as design variables; the resonant frequency of the system, the distance between the coils, and the load size as constraints; and the transmission efficiency and transmission power as optimization objectives. Then the mathematical model is solved by the improved NSGA-II algorithm to obtain the Pareto optimal solution. Finally, the physical system is built to verify the correctness of the simulation experiment and the reliability of the experiment. This study is instructive for optimizing the transmission efficiency and output power of a magnetically coupled resonant wireless energy transmission system.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Multi-objective optimization of wireless power transfer systems with magnetically coupled resonators and nonlinear loads
    Winges J.
    Rylander T.
    Petersson C.
    Ekman C.
    Johansson L.-A.
    McKelvey T.
    Progress In Electromagnetics Research B, 2019, 83 (2019): : 25 - 42
  • [2] Study and Optimization of Transmission Characteristics of the Magnetically Coupled Resonant Wireless Transmission System
    Wen, Chunming
    Chen, Minbo
    Xu, Qing
    ELECTRONICS, 2022, 11 (13)
  • [3] Research and optimization of transmission characteristics of magnetically coupled resonant wireless transmission system
    Jiao Y.
    Li R.
    Song G.
    1600, Power System Protection and Control Press (48): : 112 - 120
  • [4] Performance Analysis for the Magnetically Coupled Resonant Wireless Energy Transmission System
    Liu, Jinguo
    Zhang, Xuebin
    Yu, Jiahui
    Xu, Zhenyao
    Ju, Zhaojie
    COMPLEXITY, 2019, 2019
  • [5] Optimization Design of Coil of Magnetically Coupled Resonant Wireless Power Transmission System
    Shen, Shukai
    Gao, Qiang
    Li, Zhichao
    Cui, Jie
    Tian, He
    2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 5474 - 5479
  • [6] Modeling and optimization of pavement scale-model for magnetically coupled resonant in wireless power transmission systems
    Sun, Guoqing
    Yang, Yang
    Zhang, Jiupeng
    Cao, Yuanbo
    Tan, Xiaoyong
    Pei, Jianzhong
    CONSTRUCTION AND BUILDING MATERIALS, 2022, 319
  • [7] Integrated risk and multi-objective optimization of energy systems
    Sheikh, Shaya
    Komaki, Mohammad
    Malakooti, Behnam
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 90 : 1 - 11
  • [8] Multi-objective optimization of machining parameters considering energy consumption
    Wang, Qiulian
    Liu, Fei
    Wang, Xianglian
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 71 (5-8): : 1133 - 1142
  • [9] Transmission efficiency analysis and optimization of magnetically coupled resonant wireless power transfer system with misalignments
    Gao, Pengfei
    Tian, Zijian
    Pan, Tao
    Wu, Jun
    Gui, Weifeng
    AIP ADVANCES, 2018, 8 (08):
  • [10] Multi-objective optimization of machining parameters considering energy consumption
    Qiulian Wang
    Fei Liu
    Xianglian Wang
    The International Journal of Advanced Manufacturing Technology, 2014, 71 : 1133 - 1142