• DocumentCode
    2815504
  • Title

    Hierarchical model predictive control

  • Author

    Scattolini, Riccardo ; Colaneri, Patrizio

  • Author_Institution
    Politecnico di Milano, Milano
  • fYear
    2007
  • fDate
    12-14 Dec. 2007
  • Firstpage
    4803
  • Lastpage
    4808
  • Abstract
    This paper deals with the problem of designing stable hierarchical control schemes with Model Predictive Control (MPC). Specifically, at any layer of the considered structure, a robust MPC regulator is used to compute the control variables. In turn, these variables are produced by the subsystems at lower layers and must fulfill the robustness constraints coming from the higher layers. By means of a negotiation procedure between the different layers and a suitable switching strategy, it is possible to achieve the overall closed-loop stability. Although the results reported here are still preliminary, the devised synthesis procedure is very general and opens the way to the treatment of many control structures of practical relevance.
  • Keywords
    closed loop systems; control system synthesis; predictive control; robust control; time-varying systems; closed-loop stability; hierarchical control schemes; model predictive control; negotiation procedure; switching strategy; Control system synthesis; Control systems; Hierarchical systems; Predictive control; Predictive models; Regulators; Robust control; Robustness; Stability; USA Councils;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2007 46th IEEE Conference on
  • Conference_Location
    New Orleans, LA
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-1497-0
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2007.4434079
  • Filename
    4434079