• DocumentCode
    1403058
  • Title

    Observability and controllability of piecewise affine and hybrid systems

  • Author

    Bemporad, Alberto ; Ferrari-Trecate, Giancarlo ; Morari, Manfred

  • Author_Institution
    Inst. fur Autom., Eidgenossische Tech. Hochschule, Zurich, Switzerland
  • Volume
    45
  • Issue
    10
  • fYear
    2000
  • Firstpage
    1864
  • Lastpage
    1876
  • Abstract
    We prove, in a constructive way, the equivalence between piecewise affine systems and a broad class of hybrid systems described by interacting linear dynamics, automata, and propositional logic. By focusing our investigation on the former class, we show through counterexamples that observability and controllability properties cannot be easily deduced from those of the component linear subsystems. Instead, we propose practical numerical tests based on mixed-integer linear programming.
  • Keywords
    automata theory; controllability; formal logic; integer programming; linear programming; observability; hybrid systems; interacting linear dynamics; mixed-integer linear programming; numerical tests; piecewise affine systems; propositional logic; Automata; Automatic control; Control systems; Controllability; Equations; Linear programming; Linear systems; Logic programming; Observability; Piecewise linear techniques;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2000.880987
  • Filename
    880987