• DocumentCode
    19933
  • Title

    Symbolic Supervisory Control of Timed Discrete Event Systems

  • Author

    Miremadi, Sajed ; Zhennan Fei ; Akesson, Knut ; Lennartson, Bengt

  • Author_Institution
    Dept. of Signals & Syst., Chalmers Univ. of Technol., Gothenburg, Sweden
  • Volume
    23
  • Issue
    2
  • fYear
    2015
  • fDate
    Mar-15
  • Firstpage
    584
  • Lastpage
    597
  • Abstract
    We symbolically compute a nonblocking, controllable, and minimally restrictive supervisor for timed discrete event systems (TDESs), in the supervisory control theory context. We model TDES based on timed extended finite automata (TEFAs): an augmentation of extended finite automata (EFAs) by incorporating discrete time into the model. EFAs are ordinary automata extended with discrete variables, where conditional expressions and update functions can be attached to the transitions. The controllability is defined based on the corresponding tick models of the TEFAs. A tick can be considered as an event that is generated by a global digital clock. The tick models suffer from a major problem: the state size is very sensitive to the clock frequency. We show how a controllable supervisor, equivalent to the one computed based on the tick models, can be obtained by eliminating the tick events. To tackle large problems, all computations are conducted symbolically using binary decision diagrams (BDDs). We show that, based on the proposed approach, a fixed point is reached earlier in the reachability analysis and that the size of the intermediate BDDs usually becomes smaller. The framework has been applied to a real industrial application and several benchmarks.
  • Keywords
    binary decision diagrams; discrete event systems; finite automata; reachability analysis; BDD; TDES; TEFA; binary decision diagram; reachability analysis; symbolic supervisory control; tick model; timed discrete event system; timed extended finite automata; Automata; Boolean functions; Clocks; Computational modeling; Data structures; Supervisory control; Synchronization; Binary decision diagrams (BDDs); supervisory control theory (SCT); timed discrete event systems (TDESs); timed extended finite automata (TEFAs);
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2014.2335052
  • Filename
    6874534