An Accurate Multi-objective Optimization Strategy for Surface-Mounted Permanent-Magnet Machines Based on Nonlinear Finite-Permeability Subdomain Model

被引:0
|
作者
Sun, Che [1 ]
Fang, Youtong [1 ]
Pfister, Pierre-Daniel [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
基金
中国国家自然科学基金;
关键词
Surface-mounted permanent-magnet machine; finite-permeability subdomain models; magnetic saturation; non-dominated sorting genetic algorithm II (NSGA-II);
D O I
10.1109/INTERMAGSHORTPAPERS61879.2024.10577032
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This digest presents an accurate multi-objective optimization strategy for surface-mounted permanent-magnet machines (SMPMMs) by combining a nonlinear finite-permeability subdomain model (FPSM) with an optimization algorithm. First, the nonlinear FPSM is developed by introducing a nonlinear iterative algorithm to consider the magnetic saturation of soft magnetic materials and applied to the SMPMMs. Then, the average torque and the torque ripple are computed by this analytical model. Next, this nonlinear FPSM is combined with the non-dominated sorting genetic algorithm II (NSGA-II) to find the optimal designs for the studied SMPMM. Finally, the electromagnetic performances of one optimal case are validated by the finite-element model to demonstrate the effectiveness of the presented optimization strategy.
引用
收藏
页数:2
相关论文
共 50 条
  • [41] Optimal design of a rotor sleeve for a surface-mounted high-speed permanent-magnet motor with a multi-dimensional visualization strategy
    Tu, Zhiyi
    Chen, Liangliang
    Li, Qiong
    Jin, Xiaoguang
    Wu, Jiaju
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2022, 36 (12) : 5885 - 5894
  • [42] Optimal design of a rotor sleeve for a surface-mounted high-speed permanent-magnet motor with a multi-dimensional visualization strategy
    Zhiyi Tu
    Liangliang Chen
    Qiong Li
    Xiaoguang Jin
    Jiaju Wu
    Journal of Mechanical Science and Technology, 2022, 36 : 5885 - 5894
  • [44] A new simplified fundamental model-based sensorless control method for surface-mounted permanent magnet synchronous machines
    Wu, Ximeng
    Zhu, Zi-qiang
    Wu, Zhan-yuan
    IET ELECTRIC POWER APPLICATIONS, 2021, 15 (02) : 159 - 170
  • [45] Multi-objective optimization design of permanent magnet linear synchronous machine based on stratified strategy
    Chi, Song
    Yan, Jianhu
    Guo, Jian
    Zhang, Jianjie
    Zhang, Yuxi
    INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2023, 71 (03) : 237 - 259
  • [46] 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
  • [47] Magnetic Field Prediction in Surface-mounted PM Machines with Parallel Slot based on a Nonlinear Subdomain and Magnetic Circuit Hybrid Model
    Yin, Hao
    Wu, Lijian
    Zheng, Yuting
    Fang, Youtong
    2019 IEEE INTERNATIONAL ELECTRIC MACHINES & DRIVES CONFERENCE (IEMDC), 2019, : 1427 - 1432
  • [48] Finite-State Model Predictive Current Control for Surface-Mounted Permanent Magnet Synchronous Motors Based on Current Locus
    Su, Dandan
    Zhang, Chengning
    Dong, Yugang
    IEEE ACCESS, 2017, 5 : 27366 - 27375
  • [49] Multi-Objective Optimal Design of High-Speed Surface-Mounted Permanent Magnet Synchronous Motor for Magnetically Levitated Flywheel Energy Storage System
    Li, Yuanwen
    Zhu, Changsheng
    Wu, Lijian
    Zheng, Yuting
    IEEE TRANSACTIONS ON MAGNETICS, 2019, 55 (07)
  • [50] Predictive Torque Control of the Vehicle's Permanent-Magnet Synchronous-Motor Model Based on Multi-Objective Sorting
    Zheng, Weiguang
    Geng, Quanfu
    Xu, Xiaohong
    Liu, Zhixiang
    APPLIED SCIENCES-BASEL, 2023, 13 (20):