• DocumentCode
    114946
  • Title

    Local properties of economic NMPC, dissipativity and dynamic programming

  • Author

    Zanon, Mario ; Gros, Sebastien ; Diehl, Moritz

  • Author_Institution
    Dept. of Microsyst. Eng. IMTEK, Univ. of Freiburg, Freiburg, Germany
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    2746
  • Lastpage
    2751
  • Abstract
    Classical model predictive control (MPC) implementations rely on a quadratic, positive definite cost function. In economic MPC on the contrary, the stage cost can be any generic function. Recent research has focused on establishing the conditions for stability of economic MPC where strict dissipativity has been shown to play an important role. In this paper, starting from the linear quadratic case and successively extending the analysis to the nonlinear case, we attempt at clarifying the relationship between strict dissipativity and the properties of the MPC optimal control problem.
  • Keywords
    dynamic programming; nonlinear control systems; predictive control; quadratic programming; MPC optimal control problem; classical model predictive control; dissipativity programming; dynamic programming; economic NMPC; generic function; linear quadratic case; local properties; nonlinear case analysis; positive definite cost function; Asymptotic stability; Economics; Lyapunov methods; Optimal control; Stability analysis; Steady-state; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-1-4799-7746-8
  • Type

    conf

  • DOI
    10.1109/CDC.2014.7039810
  • Filename
    7039810