• DocumentCode
    3534760
  • Title

    Economic model predictive control with transient average constraints

  • Author

    Muller, Matthias A. ; Angeli, David ; Allgower, F.

  • Author_Institution
    Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
  • fYear
    2013
  • fDate
    10-13 Dec. 2013
  • Firstpage
    5119
  • Lastpage
    5124
  • Abstract
    In this paper, we propose an economic model predictive control algorithm which ensures satisfaction of transient average constraints, i.e., constraints on input and state variables averaged over some finite time period. Compared to asymptotic average constraints, this stricter form might be of independent interest in various applications such as the operation of a chemical reactor, where e.g. the amount of inflow during each one hour period must not exceed a certain value. We show that compared to asymptotic average constraints, a different constraint formulation within the optimization problem solved at each time instant is needed, but that certain results such as closed-loop average performance and convergence established for the former setting can be transferred to the case of transient average constraints.
  • Keywords
    closed loop systems; optimisation; predictive control; closed-loop average performance; economic model predictive control; optimization problem; transient average constraints; Closed loop systems; Cost function; Economics; Steady-state; Time factors; Transient analysis;
  • 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.2013.6760693
  • Filename
    6760693