• DocumentCode
    3020330
  • Title

    Supervisory system for hybrid productive systems based on Bayesian networks and OO-DPT Nets

  • Author

    Garcia, José Isidro ; Morales, Roy A Gomez ; Miyagi, Paulo Eigi

  • Author_Institution
    Univ. del Valle, Cali
  • fYear
    2008
  • fDate
    15-18 Sept. 2008
  • Firstpage
    1108
  • Lastpage
    1111
  • Abstract
    This work presents a supervisory fault tolerant system for hybrid productive systems based on Bayesian networks and OO-DPT (Object-Oriented Differential Predicate-Transition Nets) formalism. Here, systems are characterized as hybrid when they contain continuous and discrete variables and both are fundamental to describe the systemspsila dynamics. The present approach introduce a procedure for the construction of models for analysis of both normal an abnormal behavior of productive hybrid systems and that can be converted in a control specification proper for practical implementation. As an example, we consider an acid recovery process of a pickle line in a steel manufacturing company. Special emphasis is laid on methodological issues and industrial applications.
  • Keywords
    Petri nets; belief networks; fault diagnosis; object-oriented methods; pickling (materials processing); process control; steel industry; Bayesian networks; OO-DPT nets; acid recovery process control; control specification; hybrid productive system; object-oriented differential predicate-transition nets; pickle line; steel manufacturing company; supervisory fault tolerant system; Bayesian methods; Electrical equipment industry; Fault diagnosis; Fault tolerant systems; Manufacturing industries; Manufacturing processes; Manufacturing systems; Object oriented modeling; Steel; Unified modeling language;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Emerging Technologies and Factory Automation, 2008. ETFA 2008. IEEE International Conference on
  • Conference_Location
    Hamburg
  • Print_ISBN
    978-1-4244-1505-2
  • Electronic_ISBN
    978-1-4244-1506-9
  • Type

    conf

  • DOI
    10.1109/ETFA.2008.4638536
  • Filename
    4638536