Particle Swarm Optimization Based Vector Control of Permanent Magnet Synchronous Motor Drive

被引:0
|
作者
Diab, Ahmed A. Zaki [1 ]
Selim, S. A. [2 ]
Elnaghi, Basem E. [3 ]
机构
[1] Menia Univ, Dept Elect Engn, Al Minya, Egypt
[2] St Petersburg Electrotech Univ, Dept Robot & Ind Automat, St Petersburg, Russia
[3] Suez Canal Univ, Dept Elect Engn, Ismailia, Egypt
关键词
Permanent magnet synchronous motor; Particle Swarm Optimization; Vector control; AC drives; NONLINEAR CONTROL;
D O I
暂无
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
In this paper, vector control scheme of a permanent magnet synchronous motor is proposed based on particle swarm optimization. Particle swarm optimization has been applied in order to reach the optimal gains of the speed controller of the a permanent magnet synchronous motor drive. The optimal gains of proportional-integral controller for speed is determined by using particle swarm optimization. Furthermore, a tuning method for proportional-integral controller is developed depending on the linearized model of the permanent magnet synchronous motor. The performance of the proposed control scheme with optimal gains has been verified through computer simulations. The results show that the robustness of the drive is satisfactory over a wide range of operating conditions. In addition, the performance of the drive system with these parameters is fast.
引用
收藏
页码:740 / 746
页数:7
相关论文
共 50 条
  • [2] Wavenet based vector control of a permanent magnet synchronous motor drive
    Azadi, Masood
    Rahideh, Akbar
    Safavi, Ali Akbar
    Mahdiyar, Ornid
    IEEE IEMDC 2007: PROCEEDINGS OF THE INTERNATIONAL ELECTRIC MACHINES AND DRIVES CONFERENCE, VOLS 1 AND 2, 2007, : 1663 - +
  • [3] Performance Analysis of Permanent Magnet Synchronous Motor Drive using Particle Swarm Optimization Technique
    Yadav, Deepti
    Verma, Arunima
    2016 INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ELECTRICAL ELECTRONICS & SUSTAINABLE ENERGY SYSTEMS (ICETEESES), 2016, : 280 - 285
  • [4] 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
  • [5] 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,
  • [6] Neural network vector control of a permanent magnet synchronous motor drive
    Wang, Jian
    Wang, Honghua
    Zhang, Xueqin
    Wang, Jiangtao
    ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 542 - +
  • [7] Particle swarm optimisation in efficiency improvement of vector controlled surface mounted permanent magnet synchronous motor drive
    Sreejeth, Mini
    Singh, Madhusudan
    Kumar, Parmod
    IET POWER ELECTRONICS, 2015, 8 (05) : 760 - 769
  • [8] DSP based Implementation of Vector Control Scheme for Permanent Magnet Synchronous Motor Drive
    Singh, Bhim
    Singh, B. P.
    Dwivedi, Sanjeet
    IETE JOURNAL OF RESEARCH, 2007, 53 (02) : 153 - 164
  • [9] 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
  • [10] 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