• DocumentCode
    114940
  • Title

    Turnpike and dissipativity properties in dynamic real-time optimization and economic MPC

  • Author

    Faulwasser, Timm ; Korda, Milan ; Jones, Colin N. ; Bonvin, Dominique

  • Author_Institution
    Lab. d´Autom., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    2734
  • Lastpage
    2739
  • Abstract
    We investigate the turnpike and dissipativity properties of continuous-time optimal control problems. These properties play a key role in the analysis and design of schemes for dynamic real-time optimization and economic model predictive control. We show in a continuous-time setting that dissipativity of a system with respect to a steady state implies the existence of a turnpike at this steady state and optimal stationary operation at this steady state. Furthermore, we investigate the converse statements: We show that the existence of a turnpike at a steady state implies (a) that this steady state is the optimal steady state; and (b) that over an infinite horizon the system is optimally operated at this steady state. We draw upon a numerical example to illustrate our findings.
  • Keywords
    economics; optimal control; predictive control; real-time systems; continuous-time optimal control problems; dissipativity properties; dynamic real-time optimization; economic MPC; economic model predictive control; optimal stationary operation; steady state operation; turnpike properties; Cost function; Inductors; Optimal control; Polynomials; Steady-state; Trajectory; dissipativity; dynamic real-time optimization; economic model predictive control; turnpike property;
  • 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.2014.7039808
  • Filename
    7039808