• DocumentCode
    2876800
  • Title

    An interactive rule based event management system for effective equipment troubleshooting

  • Author

    Luo, Ming ; Zhang, DanHong ; Phua, GeokHong ; Chen, Lihui ; Wang, Danwei

  • Author_Institution
    Singapore Inst. of Manuf. Technol., Singapore, Singapore
  • fYear
    2011
  • fDate
    7-10 Nov. 2011
  • Firstpage
    2329
  • Lastpage
    2334
  • Abstract
    This paper presents an interactive rule based event management system (IREMS) design for effective equipment maintenance. A knowledge model comprising of fishbone like diagram and a Bayesian Network (BN) based model is proposed for knowledge extraction and representation. An interactive mechanism with BN for knowledge updating is proposed and implemented. The prototype system with case study has demonstrated the capability of the proposed system which has features of easy knowledge acquisition model, and interactive mechanism for communicating with field engineers in troubleshooting process. It can be used to support the decision-making effectively at various stages of troubleshooting of complex equipment.
  • Keywords
    belief networks; design engineering; knowledge based systems; machinery production industries; maintenance engineering; production engineering computing; production equipment; Bayesian network; IREMS design; decision making; equipment troubleshooting process; fishbone like diagram; interactive rule based event management system; knowledge acquisition model; knowledge extraction; knowledge representation; knowledge updating; Cause effect analysis; Engines; Event detection; Knowledge based systems; Real time systems; Testing; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
  • Conference_Location
    Melbourne, VIC
  • ISSN
    1553-572X
  • Print_ISBN
    978-1-61284-969-0
  • Type

    conf

  • DOI
    10.1109/IECON.2011.6119673
  • Filename
    6119673