• DocumentCode
    3693456
  • Title

    Safety verification of implicitly defined MPC feedback laws

  • Author

    Juraj Holaza;Bálint Takács;Michal Kvasnica;Stefano Di Cairano

  • Author_Institution
    Slovak University of Technology in Bratislava, Slovakia
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    2547
  • Lastpage
    2552
  • Abstract
    For a closed-loop system composed of a linear controlled plant and an MPC feedback strategy we show how to verify that closed-loop state trajectories either enter or avoid a given set of unsafe states. The search for the safety certificate is formulated as a mixed-integer linear programming problem which yields non-conservative certificates. The optimal control commands generated by the MPC policy are represented by Karush-Kuhn-Tucker optimality conditions, which allow to perform the verification without the need to explicitly compute reachable sets.
  • Keywords
    "Safety","Trajectory","Chlorine","Optimal control","Closed loop systems","Optimization","Real-time systems"
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (ECC), 2015 European
  • Type

    conf

  • DOI
    10.1109/ECC.2015.7330921
  • Filename
    7330921