GA-based multiobjective PID control for a linear brushless DC motor

被引:102
|
作者
Lin, CL [1 ]
Jan, HY
Shieh, NC
机构
[1] Feng Chia Univ, Inst Automat Control Engn, Taichung 40724, Taiwan
[2] Chung Shan Inst Sci & Technol, Lungtan 325, Taoyuan, Taiwan
关键词
genetic algorithm; linear motor; proportional; integral; and derivative (PID) control; stability;
D O I
10.1109/TMECH.2003.809136
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a robust output tracking control design method for a linear brushless dc motor with modeling uncertainties. Two frequency-domain specifications directly related to the mixed sensitivity function and control energy consumption are imposed to ensure stability and performance robustness. With regard to time-domain specifications, rise time maximum overshoot and steady-state error of the step response are. considered. A generalized two-parameters proportional, integral, and derivative control framework is developed via a genetic searching approach ensuring the specifications imposed. The proposed design method is intuitive and practical that offers an effective way to implement simple but robust solutions covering a wide. range of plant perturbation and, in addition, provides excellent tracking performance without resorting to excessive control. Extensive experimental and numerical results for a linear brushless motor confirm the proposed control design approach.
引用
收藏
页码:56 / 65
页数:10
相关论文
共 50 条
  • [1] Multiobjective PID control for a linear brushless DC motor: an evolutionary approach
    Lin, CL
    Jan, HY
    IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 2002, 149 (06): : 397 - 406
  • [2] Evolutionarily multiobjective PID control for linear brushless DC motors
    Lin, CL
    Jan, HY
    IECON-2002: PROCEEDINGS OF THE 2002 28TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 2002, : 2033 - 2038
  • [3] Research on control system of linear PM brushless DC motor based on single neuron PID
    Xie, ZR
    Liang, DL
    Cheng, ZP
    Wen, HM
    ICEMS 2005: Proceedings of the Eighth International Conference on Electrical Machines and Systems, Vols 1-3, 2005, : 385 - 387
  • [4] Research on Speed Control System of Brushless DC Motor Based on PID Control
    Feng, Shuling
    PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING (ICMMCCE 2017), 2017, 141 : 964 - 966
  • [5] Speed control of brushless DC motor based on CMAC and PID controller
    Li, Zhiqiang
    Xia, Changliang
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 6318 - +
  • [6] The Fuzzy-PID Control of Brushless DC Motor
    Jing, Jianli
    Wang, Yanchun
    Huang, Yinghui
    2016 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, 2016, : 1440 - 1444
  • [7] Brushless DC Motor Speed Control System Based on Fuzzy PID Controller
    Cheng, Guoqiang
    NETWORK COMPUTING AND INFORMATION SECURITY, 2012, 345 : 287 - 294
  • [8] A PSO-Based Optimum Design of PID Controller for a Linear Brushless DC Motor
    Nasri, Mehdi
    Nezamabadi-Pour, Hossein
    Maghfoori, Malihe
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 20, 2007, 20 : 211 - +
  • [9] Fuzzy-PID Control System Design of Brushless DC Motor Based on Vector Control
    Yang Sheng
    Wang, Xingcheng
    Wang, Longda
    Hou, Pengchao
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 5583 - 5587
  • [10] Adaptive Fractional Order PID Based ANFIS for Brushless DC Motor Speed Control
    Hemakesavulu, O.
    Lalitha, M. Padma
    Prasad, P. Bhaskara
    Babu, P. Suresh
    Sowmiya, M.
    2023 12TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS, ICRERA, 2023, : 295 - 299