• DocumentCode
    3137101
  • Title

    Implementation of a fractional PD controller tuned by genetic algorithm for a Steward platform

  • Author

    Yu Zhong ; Dutta, Arin ; Copot, Cosmin ; Ionescu, Clara-Mihaela ; De Keyser, Robin

  • Author_Institution
    Dept. of Electr. energy, Gent Univ., Zwijnaarde, Belgium
  • fYear
    2013
  • fDate
    23-26 June 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Mechatronic systems are conventionally modeled by integer order state equations for simplicity. Based on these integer-order models, integer-order PID or other classical model-based controllers are designed. However, often complex mechatronic systems require fractional-order state equations for a more adequate description. In this paper, a Steward platform (ball and plate system) with different balls is used to demonstrate this. A fractional-order PD controller is designed and tuned by a genetic algorithm based global optimizer to obtain the suitable parameter values in time domain. The experimental results show that the fractional-order PD controllers can provide better performances than conventional integer-order PD controllers.
  • Keywords
    PD control; genetic algorithms; mechatronics; robots; three-term control; Steward platform; complex mechatronic systems; fractional-order PD controller; fractional-order state equations; genetic algorithm; global optimizer; integer order state equations; integer-order PD controllers; integer-order PID controller; model-based controllers; Biological cells; Genetic algorithms; Mathematical model; PD control; Servomotors; Time-domain analysis; Tuning; PID control; Steward platform; fractional-order controller; genetic algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ASCC), 2013 9th Asian
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-1-4673-5767-8
  • Type

    conf

  • DOI
    10.1109/ASCC.2013.6606245
  • Filename
    6606245