• DocumentCode
    116323
  • Title

    Robust economic model predictive control with linear average constraints

  • Author

    Bayer, Florian A. ; Allgower, Frank

  • Author_Institution
    Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
  • fYear
    2014
  • fDate
    15-17 Dec. 2014
  • Firstpage
    6707
  • Lastpage
    6712
  • Abstract
    In this paper, we extend the idea of a tube-based economic MPC framework for linear systems by taking linear average constraints into account. Using a specifically defined integral stage cost, we can explicitly consider the influence of the disturbance. The satisfaction of the average constraints is guaranteed despite the disturbances acting on the system, and we show results on optimal steady-state operation. Moreover, we make use of two algorithmic approaches from tube-based MPC which provide differences in the closed-loop behavior and in the average performance.
  • Keywords
    closed loop systems; integral equations; linear systems; optimal control; predictive control; robust control; algorithmic approaches; closed-loop behavior; disturbance; integral stage cost; linear average constraints; linear systems; optimal steady-state operation; robust economic model predictive control; tube-based economic MPC framework; Economics; Linear systems; Optimization; Robustness; Steady-state; Trajectory; Yttrium;
  • 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.2014.7040442
  • Filename
    7040442