• DocumentCode
    3693141
  • Title

    Incorporating control performance tuning into economic model predictive control

  • Author

    Olumuyiwa I. Olanrewaju;Jan M. Maciejowski

  • Author_Institution
    Department of Engineering, University of Cambridge, UK
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    539
  • Lastpage
    544
  • Abstract
    Economic model predictive control (eMPC), where an economic objective is used directly as the objective function of the control system, has gained much popularity in recent literature. However, with a purely economic objective, the control designer has no influence over the control performance of the process. In this paper, we propose a means of tuning the objective function in order to give some level of control performance. Also, the stability proof for eMPC relies on some strict-dissipativity condition. We also show how this condition can be satisfied when the system is only dissipative with respect to the original objective function.
  • Keywords
    "Economics","Cost function","Linear programming","Tuning","Closed loop systems","Asymptotic stability"
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 2015 European
  • Type

    conf

  • DOI
    10.1109/ECC.2015.7330599
  • Filename
    7330599