• DocumentCode
    1161821
  • Title

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

  • Author

    Lin, Chun-Liang ; Jan, Horn-Yong ; Shieh, Niahn-Chung

  • Author_Institution
    Inst. of Autom. Control Eng., Feng Chia Univ., Taiwan
  • Volume
    8
  • Issue
    1
  • fYear
    2003
  • fDate
    3/1/2003 12:00:00 AM
  • Firstpage
    56
  • Lastpage
    65
  • Abstract
    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, the rise time, maximum overshoot and steady-state error of the step response are considered. A generalized two-parameters proportional, integral, and derivative (PID) 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.
  • Keywords
    brushless DC motors; genetic algorithms; linear motors; machine control; robust control; sensitivity analysis; step response; three-term control; tracking; brushless DC motor; energy consumption; frequency-domain; genetic algorithm; linear motor; multiobjective PID control; output tracking; robust control; sensitivity function; stability; step response; time-domain; Brushless DC motors; Control design; Energy consumption; PD control; Robust control; Robust stability; Steady-state; Three-term control; Time domain analysis; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Mechatronics, IEEE/ASME Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4435
  • Type

    jour

  • DOI
    10.1109/TMECH.2003.809136
  • Filename
    1187362