• DocumentCode
    2749673
  • Title

    A dynamic-entropy algorithm for fault isolation

  • Author

    Dong, Wang ; Shengjian, Chen ; Yan, Zhang ; Jian, Chen

  • Author_Institution
    Acad. of armored force Eng., Beijing
  • fYear
    2008
  • fDate
    13-16 July 2008
  • Firstpage
    563
  • Lastpage
    568
  • Abstract
    Based on hierarchical-detection model, combined with the existing fault isolation strategies and the entropy theory, the essential of fault isolation process is expounded in this paper. It is concluded that the diagnostic strategies optimizing process is a dynamic test choice process, in order to get optimized fault isolation strategies, dynamic system entropy reduction should be considered, which is consists of failure candidates components variation and test selection. Then, based on this, a dynamic-entropy algorithm for the fault isolation is proposed. By the examination and analysis, the method is simple and could perform effective and fast fault isolation.
  • Keywords
    decision trees; entropy; fault diagnosis; optimisation; decision tree; diagnostic strategy; dynamic entropy algorithm; dynamic system entropy reduction; dynamic test choice process; entropy theory; failure candidates; fault isolation; hierarchical detection model; process optimization; set partition problem; Entropy; Fault detection; Fault diagnosis; Heuristic algorithms; Industrial training; NP-complete problem; Performance analysis; Performance evaluation; System testing; Uncertainty; dynamic-entropy; entropy-indirected; fault isolation; modeling entropy-directed; testability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Informatics, 2008. INDIN 2008. 6th IEEE International Conference on
  • Conference_Location
    Daejeon
  • ISSN
    1935-4576
  • Print_ISBN
    978-1-4244-2170-1
  • Electronic_ISBN
    1935-4576
  • Type

    conf

  • DOI
    10.1109/INDIN.2008.4618164
  • Filename
    4618164