• DocumentCode
    532158
  • Title

    A predictive control method of nonlinear systems

  • Author

    Yuan, Zhong-Yu ; Zhou, Fen-Qi ; Ge, Zhi-lei

  • Author_Institution
    Dept. of Astronavigation, Northwestern Polytech. Univesity, XiAn, China
  • Volume
    6
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    In this paper, an adaptive predictive control algorithm was presented for a class nonlinear system. Linear equation between increment output and input of nonlinear system was acquired by differential mean value theorem and time-variable parameters were identified by leakage recursive least squares algorithm. On the basis of fact, recursive state-space equations were used as predictive model and controller was designed by Linear predictive control theroy. The example of simulation results has shown the method´s validity.
  • Keywords
    adaptive control; control system synthesis; least squares approximations; nonlinear systems; predictive control; state-space methods; adaptive predictive control algorithm; differential mean value theorem; leakage recursive least squares algorithm; linear equation; linear predictive control theory; nonlinear systems; recursive state-space equations; time-variable parameters; Silicon; leakage least squares algorithm; nonlinear system; predictive control; predictive model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5620064
  • Filename
    5620064