• DocumentCode
    46479
  • Title

    Functional and Behavior Models for the Supervision of an Intelligent and Autonomous System

  • Author

    Chatti, N. ; Gehin, A. ; Ould-Bouamama, B. ; Merzouki, Rochdi

  • Author_Institution
    LAGIS, Polytech´Lille, Villeneuve-d´Ascq, France
  • Volume
    10
  • Issue
    2
  • fYear
    2013
  • fDate
    Apr-13
  • Firstpage
    431
  • Lastpage
    445
  • Abstract
    The graphical approaches often have different backgrounds and view a system or an algebraic model from different perspectives in order to facilitate the communication and the understanding. These graphical approaches satisfy the modeling needs and give a clear and easily understandable overview of the behavioral and functional models and make easier to see what the process is, which vulnerabilities and asset that are involved and how the system works. The main goal of this paper is to develop and implement a methodology which combines the functional analysis and the bond graph (BG) tool for intelligent and autonomous systems. As a result, a supervisory interface is obtained, given under a finite automaton, displaying to the operators the possibilities the system has to achieve or not, its objectives. Each operating mode, corresponding to a vertex of the automaton, is associated with a set of services from a functional point-of-view and is defined accurately by a behavioral BG model. Furthermore, the service availability (associated to the BG elements) and the conditions for switching from one mode to another one are analyzed by fault detection and isolation algorithms generated on the basis of the structural and causal properties of the BG tool. Moreover, when a fault is not completely isolable some results can nevertheless be expressed in terms of available or unavailable services.
  • Keywords
    algebra; bond graphs; fault diagnosis; finite automata; functional analysis; BG elements; autonomous system supervision; behavior models; bond graph tool; causal properties; fault detection algorithms; fault isolation algorithms; finite automaton; functional models; graphical approaches; intelligent system supervision; operating mode; service availability; structural properties; supervisory interface; Actuators; Artificial intelligence; Automata; Availability; Mathematical model; Sensors; Unified modeling language; Bond graph (BG); electromechanical system; functional analysis; self-diagnosis; supervision; user operating modes;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2012.2211350
  • Filename
    6310082