• DocumentCode
    532572
  • Title

    The application of a CBR MAS hierarchical model in fault diagnosis system

  • Author

    Chen Jun-jie ; Lu Ting-ting ; Gao Bao-lu ; Duan Jiang-li

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
  • Volume
    4
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    Due to complexity and diversity of large rotating machinery and working conditions, timely and accurate fault diagnosis can not be guaranteed. The method and process of distributed intelligent fault diagnosis based on MAS(Multi-Agent System) are analyzed, and a hierarchical model which uses case based reasoning (CBR) method to carry out fault diagnosis in fault diagnosis expert system is proposed. Using the model, the system can quickly and accurately analyzes the cause of machinery fault, and provide reasonable and constructive decision-making advice.
  • Keywords
    case-based reasoning; fault diagnosis; machinery; multi-agent systems; production engineering computing; CBR MAS hierarchical model; case based reasoning; distributed intelligent fault diagnosis; multiagent system; rotating machinery; Monitoring; CBR; MAS; fault diagnosis; information fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5620772
  • Filename
    5620772