Multi-objective optimization design of permanent magnet spherical motor based on PSO-BP neural network

被引:0
|
作者
Guo, Xiwen [1 ,2 ,3 ]
Zhang, Ronglin [1 ,2 ]
Wang, Qunjing [1 ,2 ,3 ]
Wen, Yan [1 ,2 ]
Gong, Nengwei [1 ,2 ]
机构
[1] [1,2,Guo, Xiwen
[2] 1,Zhang, Ronglin
[3] 1,2,Wang, Qunjing
[4] 1,Wen, Yan
[5] 1,Gong, Nengwei
来源
| 1600年 / Editura ELECTRA卷 / 68期
基金
中国国家自然科学基金;
关键词
Torque - Neural networks - Particle swarm optimization (PSO) - Spheres - Pareto principle - Permanent magnets - Synchronous motors - Finite element method;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:23 / 31
相关论文
共 50 条
  • [31] Design algorithm and multi-objective optimization of permanent magnet induction motor with double squirrel cage
    Shangguan X.
    Jiang S.
    Zhou J.
    Meitan Xuebao/Journal of the China Coal Society, 2017, 42 : 611 - 618
  • [32] Multi-objective Stratified Optimization Design of Axial-flux Permanent Magnet Memory Motor
    Cao Y.
    Feng L.
    Mao R.
    Yu L.
    Jia H.
    Jia Z.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2021, 41 (06): : 1983 - 1991
  • [33] Multi-objective comprehensive teaching algorithm for multi-objective optimisation design of permanent magnet synchronous motor
    Sun, Changle
    Wen, Feng
    Xiong, Wei
    Wang, Haitao
    Shang, Hongxu
    IET ELECTRIC POWER APPLICATIONS, 2020, 14 (13) : 2564 - 2576
  • [34] Multi-Objective Optimization Design of Permanent Magnet Eddy Current Coupler Based on SCG-BP Neural Network Modeling and the ONDX-NSGA-II Algorithm
    Wang, Dazhi
    Niu, Bowen
    Pan, Pengyi
    Sun, Guofeng
    ACTUATORS, 2023, 12 (10)
  • [35] Parameterization of Multi-Angle Shaker Based on PSO-BP Neural Network
    Zhang, Jinxia
    Wang, Yan
    Niu, Fusheng
    Zhang, Hongmei
    Li, Songyi
    Wang, Yanpeng
    MINERALS, 2023, 13 (07)
  • [36] Multi-Objective Optimization Analysis of Electromagnetic Performance of Permanent Magnet Synchronous Motors Based on the PSO Algorithm
    Cen, Yufei
    Shen, Haoyu
    Wang, Xiaoyuan
    Wu, Yongming
    Du, Jingjuan
    ENERGIES, 2024, 17 (18)
  • [37] Multi-Objective Optimization of Laser Cladding Parameters Based on BP Neural Network
    Deng Dewei
    Jiang Hao
    Li Zhenhua
    Song Xueguan
    Sun Qi
    Zhang Yong
    LASER & OPTOELECTRONICS PROGRESS, 2023, 60 (17)
  • [38] Multi-Objective Optimization Design of Bearingless Permanent Magnet Synchronous Generator
    Hua, Yizhou
    Zhu, Huangqiu
    Xu, Ying
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2020, 30 (04)
  • [39] Multi-objective particle swarm optimization of alnico in permanent magnet synchronous motor
    Fan, Jian-Jian
    Wu, Jian-Hua
    Li, Xian-Lin
    Shen, Lei
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2009, 13 (02): : 173 - 178
  • [40] Genetic algorithm as a tool for multi-objective optimization of permanent magnet disc motor
    Cvetkovski, Goga
    Petkovska, Lidija
    ARCHIVES OF ELECTRICAL ENGINEERING, 2016, 65 (02) : 285 - 294