• DocumentCode
    441715
  • Title

    An open-closed-loop PID-type iterative learning control algorithm for uncertain time-delay systems

  • Author

    Ji, Geng ; Luo, Qi

  • Author_Institution
    Coll. of Sci., Wuhan Univ. of Sci. & Technol., China
  • Volume
    2
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    1154
  • Abstract
    In this paper an open-closed-loop PID-type learning algorithm is studied for iterative learning control of uncertain time-delay systems. With respect to the existence of asymptotically repetitive initial condition, the sufficient conditions are given, which guarantee the convergence of the learning control. The limit output trajectories generated by the action of the learning control are presented. With regard to the existence of bounded and expectedly repetitive initial condition, the convergence and robustness of the learning algorithm are discussed. Finally, a numerical simulation is given to show the algorithm´s efficiency.
  • Keywords
    closed loop systems; convergence of numerical methods; delay systems; iterative methods; learning systems; open loop systems; three-term control; uncertain systems; initial condition problem; iterative learning control algorithm; open-closed-loop PID-type learning algorithm; uncertain time-delay system; Control systems; Convergence; Delay effects; Educational institutions; Iterative algorithms; Numerical simulation; Open loop systems; Robust stability; Robustness; Sufficient conditions; Initial condition problem; iterative learning control; open-closed-loop algorithm; simulation; time-delay systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527117
  • Filename
    1527117