• DocumentCode
    2582793
  • Title

    General design parameters of model predictive control for nonlinear time-delay systems

  • Author

    Reble, Marcus ; Allgöwer, Frank

  • Author_Institution
    Inst. for Syst. Theor. & Autom. Control (IST), Univ. of Stuttgart, Stuttgart, Germany
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    176
  • Lastpage
    181
  • Abstract
    This work presents new results on model predictive control (MPC) for nonlinear time-delay systems. In the first part, a general scheme is presented for calculating stabilizing design parameters based on the Jacobi linearization of the system. It is proven that for each system with stabilizable linearization there exist a quadratic terminal cost functional and a finite terminal region which guarantee asymptotic stability of the closed-loop. This allows the calculation of suitable design parameters for MPC based on any method available for the control of linear time-delay systems. In contrast to the delay-free case, the terminal region obtained is not characterized as sublevel set of the terminal cost functional. In the second part, a new type of terminal region is presented. Based on additional Lyapunov-Razumikhin conditions on the linear local controller it is shown that the terminal region can indeed be formulated as sublevel set of a particular terminal cost functional.
  • Keywords
    Jacobian matrices; Lyapunov methods; asymptotic stability; closed loop systems; control system synthesis; delay systems; linear systems; linearisation techniques; nonlinear control systems; predictive control; Jacobi linearization; Lyapunov-Razumikhin condition; asymptotic stability; closed-loop system; finite terminal region; linear local controller; model predictive control; nonlinear time-delay system; quadratic terminal cost functional; stabilizable linearization; stabilizing design parameter; Asymptotic stability; Jacobian matrices; Predictive control; Predictive models; Stability analysis; Thermal stability; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2010 49th IEEE Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4244-7745-6
  • Type

    conf

  • DOI
    10.1109/CDC.2010.5718067
  • Filename
    5718067