• DocumentCode
    1699343
  • Title

    A frequency analysis of time delayed iterative learning control system

  • Author

    Zhai Lun ; Tian Guohui ; Zhou Fengyu ; Li Yan

  • Author_Institution
    Service Robots Lab., Shandong Univ., Jinan, China
  • fYear
    2013
  • Firstpage
    256
  • Lastpage
    261
  • Abstract
    In this paper, two different iterative learning control schemes are applied to the time delayed systems. The analysis of the convergence performance including the convergence condition and the convergence speed is discussed. The convergence conditions of the ILC scheme are derived in the frequency domain and the design and optimization of learning gains can profit from various subspace and coefficient identification methods, which guarantee the convergence of the control strategy monotonically, and can be adjusted to improve the convergence speed to a large extent. A number of simulation results are provided to validate the conclusions.
  • Keywords
    convergence; delays; frequency-domain analysis; iterative methods; learning systems; optimisation; ILC scheme; coefficient identification methods; convergence condition; convergence performance; convergence speed; frequency analysis; learning gain optimization; monotonical control strategy convergence; time delayed iterative learning control system; Control systems; Convergence; Delay effects; Feedforward neural networks; Frequency-domain analysis; Robustness; Simulation; Convergence Condition; Convergence Speed; Feedback; Feedforward; Iterative Learning Control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2013 32nd Chinese
  • Conference_Location
    Xi´an
  • Type

    conf

  • Filename
    6639438