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
  • [21] Multi-objective Optimization of a Permanent Magnet Synchronous Motor for Gearless Elevator
    Mirnikjoo, SeyedArmin
    Sangdehi, Seyed Milad Kazemi
    Abdollahi, Seyed Ehsan
    2021 12TH POWER ELECTRONICS, DRIVE SYSTEMS, AND TECHNOLOGIES CONFERENCE (PEDSTC), 2021, : 204 - 209
  • [22] Multi-objective optimization of permanent magnet linear synchronous motor based on surrogate model
    Xu, Xiaozhuo
    Guo, Guobin
    Feng, Haichao
    Du, Baoyu
    Zhao, Yunji
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2024, 28 (11): : 139 - 150
  • [23] The BLDC Motor Model and the Control System Based on PSO-BP Neural Network
    Gao, Yinqiao
    Shu, Xiong
    2015 2nd International Conference on Education and Education Research (EER 2015), Pt 5, 2015, 9 : 281 - 286
  • [24] Multi-objective design optimization of a hybrid excitation flux switching permanent magnet motor based on design sensitivity analysis
    Rezaeealam, B.
    Rezaee-Alam, F.
    Fard, J. Rahmani
    SCIENTIA IRANICA, 2024, 31 (14) : 1222 - 1235
  • [25] Multi-objective Optimization and Design of Flux-concentrating Permanent Magnet In-wheel Motor
    Wang C.
    Huang J.
    Jiang M.
    Han J.
    Zhang Z.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2024, 44 (03): : 1173 - 1183
  • [26] Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design
    Loka, Nasrulloh
    Ibrahim, Mohamed
    Couckuyt, Ivo
    Van Nieuwenhuyse, Inneke
    Dhaene, Tom
    ENGINEERING WITH COMPUTERS, 2024, 40 (04) : 2143 - 2159
  • [27] Multi-objective optimization design of external rotor permanent magnet synchronous motor for robot arm
    Xie, Fang
    Wang, Houying
    Ni, Shilin
    Xu, Jinhu
    Zheng, Ziang
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2024, 38 (02) : 803 - 814
  • [28] Multi-objective optimization design of external rotor permanent magnet synchronous motor for robot arm
    Fang Xie
    Houying Wang
    Shilin Ni
    Jinhu Xu
    Ziang Zheng
    Journal of Mechanical Science and Technology, 2024, 38 : 803 - 814
  • [29] Multi-Objective Optimization Design of a Stator Coreless Multidisc Axial Flux Permanent Magnet Motor
    Huang, Changchuang
    Kou, Baoquan
    Zhao, Xiaokun
    Niu, Xu
    Zhang, Lu
    ENERGIES, 2022, 15 (13)
  • [30] Multi-Objective Optimization Design and Analysis of V-Shape Permanent Magnet Synchronous Motor
    Wang, Sheng-Ching
    Nien, Yu-Cheng
    Huang, San-Ming
    ENERGIES, 2022, 15 (10)