• DocumentCode
    2841384
  • Title

    A health diagnosis method for aeroplane structural component based on fault inference engine

  • Author

    Cui, Jianguo ; Wang, Yingyu ; Li, Zhonghai ; Liu, Liqiu ; Xu, Guangyan

  • Author_Institution
    Automatization Coll., Shenyang Inst. of Aeronaut. Eng., Shenyang, China
  • fYear
    2010
  • fDate
    26-28 May 2010
  • Firstpage
    3928
  • Lastpage
    3931
  • Abstract
    As the health status of aeroplane structural components has direct impact on the flight, it is important to diagnose the health status of structural components timely. In this paper, acoustic emission technology is used to monitor the health status of the aeroplane structural component. The acoustic emission health information from the aeroplane structural component is analyzed and disposed. The fault inference engine that bases on rules and the forward chaining control strategies is designed. The K-means clustering analysis algorithm is used to diagnose the aeroplane structural component health status. Experiments show that the method has good performance to diagnoses the status for aeroplane structural components. It presents a good health diagnosis method for aeroplane structural components, which can also be directly applied to other structural systems in machine equipments.
  • Keywords
    acoustic emission testing; aerospace components; aerospace expert systems; air safety; aircraft maintenance; condition monitoring; fault diagnosis; inference mechanisms; pattern clustering; acoustic emission health information; acoustic emission technology; aeroplane structural component; fault inference engine; forward chaining control strategy; health diagnosis method; health status; k-means clustering analysis algorithm; machine equipments; Acoustic emission; Aerospace engineering; Aerospace safety; Algorithm design and analysis; Condition monitoring; Diagnostic expert systems; Educational institutions; Engines; Fault diagnosis; Information analysis; Fault Inference Engine; Forward Chaining Control Strategy; K-means Clusterin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2010 Chinese
  • Conference_Location
    Xuzhou
  • Print_ISBN
    978-1-4244-5181-4
  • Electronic_ISBN
    978-1-4244-5182-1
  • Type

    conf

  • DOI
    10.1109/CCDC.2010.5498448
  • Filename
    5498448