• DocumentCode
    326710
  • Title

    Control of nonlinear systems using iterative feedback tuning

  • Author

    Hjalmarsson, Hakan

  • Author_Institution
    Dept. of Signals, Sensors & Syst., R. Inst. of Technol., Stockholm, Sweden
  • Volume
    4
  • fYear
    1998
  • fDate
    21-26 Jun 1998
  • Firstpage
    2083
  • Abstract
    Iterative feedback tuning (IFT) is a tuning method based on minimizing some control criterion directly from experimental data. The method was originally developed for linear time-invariant systems, but many successful applications to nonlinear system have been reported in the literature. The contribution of this paper is to provide a preliminary analysis of IFT for nonlinear systems. This analysis sheds some light on the question of which nonlinear systems IFT may be expected to work for and also gives some guidance on how to choose the user´s design variables for nonlinear problems. The discussions are backed up by simulations as well as an application to a DC-servo with backlash which initially exhibits a limit cycle
  • Keywords
    feedback; iterative methods; limit cycles; linear quadratic Gaussian control; nonlinear systems; optimisation; servomechanisms; state-space methods; tuning; DC-servo; iterative feedback tuning; limit cycle; linear quadratic Gaussian control; nonlinear systems; optimisation; state space model; Control systems; Design optimization; Feedback; Nonlinear control systems; Nonlinear systems; Sensor systems; Signal design; Signal processing; Stochastic processes; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 1998. Proceedings of the 1998
  • Conference_Location
    Philadelphia, PA
  • ISSN
    0743-1619
  • Print_ISBN
    0-7803-4530-4
  • Type

    conf

  • DOI
    10.1109/ACC.1998.702994
  • Filename
    702994