• DocumentCode
    2551730
  • Title

    High performance motion controller design for linear piezoelectric ceramic motors

  • Author

    Lin, Chi-Ying ; Lin, Xi-Yin

  • Author_Institution
    Dept. of Mech. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
  • fYear
    2011
  • fDate
    21-25 June 2011
  • Firstpage
    599
  • Lastpage
    604
  • Abstract
    This article presents a hybrid intelligent control and repetitive control design strategy for high performance motion control of linear piezoelectric ceramic motors. To compensate for the friction and hysteresis phenomenon in the piezoelectric motors, a radial basis function based neural network controller with PID controller is first applied as performance baseline for tracking periodic motion profiles. To further improve the periodic tracking performance, a discrete time repetitive controller coming from solving a particular solution of Bezout identity is then added to the feedback control system. The resultant hybrid controller consisting of neural controller, PID controller, and repetitive controller, is useful for tracking and disturbance rejection in motion control systems. The effectiveness of the proposed control strategy was verified through comparison of several tracking experiments on a linear piezoelectric ceramic motor.
  • Keywords
    discrete time systems; feedback; linear motors; motion control; neurocontrollers; piezoceramics; piezoelectric motors; radial basis function networks; three-term control; Bezout identity; PID controller; discrete time repetitive controller design strategy; feedback control system; high performance motion controller design; hybrid intelligent control; linear piezoelectric ceramic motors; radial basis function based neural network controller; Artificial neural networks; Ceramics; Friction; Hysteresis motors; Mathematical model; Motion control; Tracking; linear piezoelectric ceramic motors; neural network; repetitive controller;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2011 9th World Congress on
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-61284-698-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2011.5970583
  • Filename
    5970583