• DocumentCode
    2573572
  • Title

    Economic MPC for a changing economic criterion

  • Author

    Ferramosca, A. ; Rawlings, J.B. ; Limon, D. ; Camacho, E.F.

  • Author_Institution
    Dept. de Ing. de Sist. y Autom., Univ. de Sevilla, Sevilla, Spain
  • fYear
    2010
  • fDate
    15-17 Dec. 2010
  • Firstpage
    6131
  • Lastpage
    6136
  • Abstract
    In the process industries it is often desirable that model predictive controllers (MPC) use a stage cost function that incorporates some types of economic criteria. In [1] it is proved that this kind of controller provides better economic performance than the standard setpoint-tracking MPC formulations. In [2] a Lyapunov function is provided for the economic MPC formulation. In [3], [4] an MPC for setpoint tracking is presented that ensures feasibility for a changing setpoint, enlarging the domain of attraction of the controller. In this paper, a new MPC controller is proposed, which is a hybrid of these two previous controllers, and inherits their best properties. Three examples are presented that demonstrate the advantages of the new formulation.
  • Keywords
    Lyapunov methods; industrial economics; predictive control; process control; Lyapunov function; MPC controller; changing economic criterion; economic MPC formulation; economic criteria; economic performance; model predictive controllers; process industry; setpoint tracking; stage cost function; standard setpoint-tracking MPC formulations; Asymptotic stability; Biological system modeling; Control systems; Cost function; Economics; Steady-state;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2010 49th IEEE Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4244-7745-6
  • Type

    conf

  • DOI
    10.1109/CDC.2010.5717482
  • Filename
    5717482