Optimization of permanent magnet synchronous motor vector control system based on particle swarm optimization

被引:1
|
作者
机构
[1] Li, Weihua
[2] Chen, Ziying
[3] Cao, Wenping
来源
Li, Weihua | 1600年 / Binary Information Press卷 / 11期
关键词
Particle swarm optimization algorithm - Permanent Magnet Synchronous Motor - PID controllers - System optimizations - Vector control systems;
D O I
10.12733/jics20104498
中图分类号
学科分类号
摘要
For permanent magnet synchronous motor control system at this stage has defects such as the poor robustness and control, this paper proposes an optimization scheme of permanent magnet synchronous motor vector control system based on particle swarm optimization. Establish the mathematical model of the permanent magnet synchronous motor, use the particle swarm optimization algorithm to optimize the PID controller parameters of the system speed loop on the basis of the theoretical analysis of vector control, PID controller and particle swarm optimization, build the optimization simulation model of the permanent magnet synchronous motor vector control system based on particle swarm optimization in MATLAB/Simulink and conduct the related research. The simulation results show that the optimization scheme is effective and it can significantly improve system control performances. Copyright © 2014 Binary Information Press.
引用
收藏
相关论文
共 50 条
  • [1] Particle Swarm Optimization Based Vector Control of Permanent Magnet Synchronous Motor Drive
    Diab, Ahmed A. Zaki
    Selim, S. A.
    Elnaghi, Basem E.
    PROCEEDINGS OF THE 2016 IEEE NORTH WEST RUSSIA SECTION YOUNG RESEARCHERS IN ELECTRICAL AND ELECTRONIC ENGINEERING CONFERENCE (ELCONRUSNW), 2016, : 740 - 746
  • [2] Operation Efficiency Optimization for Permanent Magnet Synchronous Motor Based on Improved Particle Swarm Optimization
    Chen, Zheng
    Li, Wanchao
    Shu, Xing
    Shen, Jiangwei
    Zhang, Yuanjian
    Shen, Shiquan
    IEEE ACCESS, 2021, 9 : 777 - 788
  • [3] Design of Permanent Magnet Synchronous Motor Servo System Based on Improved Particle Swarm Optimization
    Fang, Shuhua
    Wang, Yicheng
    Wang, Wei
    Chen, Youxu
    Chen, Yong
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2022, 37 (05) : 5833 - 5846
  • [4] Optimal Design of Loss of Permanent Magnet Synchronous Motor Based on Particle Swarm Optimization
    Jin, Yong Xing
    Wang, Ai Yuan
    Wang, Tao
    Sun, Jian
    Wang, Ming Xing
    2018 1ST IEEE STUDENT CONFERENCE ON ELECTRIC MACHINES AND SYSTEMS (IEEE SCEMS), 2018,
  • [5] Improved Particle Swarm Optimization for Parameter Identification of Permanent Magnet Synchronous Motor
    Zhou, Shuai
    Wang, Dazhi
    Ni, Yongliang
    Song, Keling
    Li, Yanming
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 79 (02): : 2187 - 2207
  • [6] Improved Performance of Permanent Magnet Synchronous Motor by using Particle Swarm Optimization Techniques
    Elwer, A. S.
    Wahsh, S. A.
    JOURNAL OF POWER ELECTRONICS, 2009, 9 (02) : 207 - 214
  • [7] Improved performance of permanent magnet synchronous motor by using particle swarm optimization techniques
    Wahsh, Said
    Alwer, Aymer
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 4, 2007, : 326 - +
  • [8] Particle Swarm-Based Optimization of an In Wheel Permanent Magnet Motor
    Lassaad, Zaaraoui
    Ali, Mansouri
    Hafedh, Trabelsi
    2017 14TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2017, : 138 - 144
  • [9] 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
  • [10] Improved performance of permanent magnet synchronous motor by using Particle Swarm Optimization techniques
    Wahsh, Said
    Elwer, Ayman
    2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-5, 2007, : 2095 - 2100