• DocumentCode
    114942
  • Title

    A Lyapunov function for economic MPC without terminal conditions

  • Author

    Grune, Lars ; Stieler, Marleen

  • Author_Institution
    Dept. of Math., Univ. of Bayreuth, Bayreuth, Germany
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    2740
  • Lastpage
    2745
  • Abstract
    We consider nonlinear economic model predictive control (MPC) without terminal constraints or costs. We show that under suitable conditions, consisting of strict dissipativity, the turnpike property and appropriate continuity properties, a practical Lyapunov function exists for the MPC closed loop. This Lyapunov function is given by the optimal value function of the optimal control problem with rotated stage costs originating from the dissipativity condition. Alternative sufficient conditions in terms of suitable controllability properties and finite time optimality of the closed loop trajectories during the transient phase are also discussed.
  • Keywords
    Lyapunov methods; closed loop systems; controllability; nonlinear control systems; optimal control; predictive control; trajectory control; Lyapunov function; appropriate continuity properties; closed loop trajectories; controllability properties; economic MPC closed loop; finite time optimality; nonlinear economic model predictive control; optimal control problem; optimal value function; strict dissipativity condition; transient phase; turnpike property; Asymptotic stability; Economics; Lyapunov methods; Optimal control; Steady-state; Trajectory; Transient analysis;
  • 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.2014.7039809
  • Filename
    7039809