• DocumentCode
    15467
  • Title

    Economic MPC for a Changing Economic Criterion for Linear Systems

  • Author

    Ferramosca, Antonio ; Limon, Daniel ; Camacho, E.F.

  • Author_Institution
    Inst. of Technol. Dev. for the Chem. Ind., Univ. Nac. del Litoral, Santa Fe, Argentina
  • Volume
    59
  • Issue
    10
  • fYear
    2014
  • fDate
    Oct. 2014
  • Firstpage
    2657
  • Lastpage
    2667
  • Abstract
    Economic Model Predictive Controllers, consisting of an economic criterion as stage cost for the dynamic regulation problem, have shown to improve the economic performance of the controlled plant, as well as to ensure stability of the economic setpoint. However, throughout the operation of the plant, economic criteria are usually subject to frequent changes, due to variations of prices, costs, production demand, market fluctuations, reconciled data, disturbances, etc. A different economic criterion determines a change of the optimal operation point and this may cause a loss of feasibility and/or stability. In this paper a stabilizing economic MPC for changing economic criterion for linear prediction models is presented. The proposed controller always ensures feasibility for any given economic criterion, thanks to the particular choice of the terminal ingredients. Asymptotic stability is also proved, providing a Lyapunov function.
  • Keywords
    Lyapunov methods; asymptotic stability; economics; linear systems; predictive control; Lyapunov function; asymptotic stability; changing economic criterion; dynamic regulation problem; economic MPC; economic model predictive controllers; economic setpoint; linear prediction models; linear systems; optimal operation point; Asymptotic stability; Cost function; Economics; Stability criteria; Steady-state; Xenon; Asymptotic stability; changing economic criterion; economic cost function; model predictive control (MPC); real time optimizer (RTO);
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2014.2326013
  • Filename
    6819409