• DocumentCode
    3534742
  • Title

    A Lyapunov function for periodic economic optimizing Model Predictive Control

  • Author

    Zanon, Mario ; Gros, Sebastien ; Diehl, Moritz

  • Author_Institution
    Optimization in Eng. Center (OPTEC), K.U. Leuven, Leuven, Belgium
  • fYear
    2013
  • fDate
    10-13 Dec. 2013
  • Firstpage
    5107
  • Lastpage
    5112
  • Abstract
    Model Predictive Control (MPC) schemes are commonly using reference-tracking cost functions, which have attractive properties in terms of stability and numerical implementation. However, many control applications have clear economic objectives that can be used directly as the NMPC cost function. Such NMPC schemes are labelled Economic NMPC. Unfortunately, Economic NMPC schemes suffer from some drawbacks. In particular, stability results for economic NMPC are still very sparse. A Lyapunov function for Economic NMPC was first proposed in [1] for problems having a steady-state optimum. The present paper develops a further generalization and clarification of these results for periodic systems.
  • Keywords
    Lyapunov methods; asymptotic stability; periodic control; predictive control; Lyapunov function; MPC scheme; NMPC cost function; asymptotic stability; economic NMPC scheme; numerical implementation; periodic economic optimizing model predictive control; reference-tracking cost functions; steady-state optimum; Asymptotic stability; Economics; Indexes; Lyapunov methods; Stability criteria; Trajectory; Asymptotic stability of periodic systems; economic Model Predictive Control (MPC);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
  • Conference_Location
    Firenze
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-5714-2
  • Type

    conf

  • DOI
    10.1109/CDC.2013.6760691
  • Filename
    6760691