• DocumentCode
    2006472
  • Title

    The research of data mining in AHM technology based on association rule

  • Author

    Baohui, Jia ; Yuxin, Wang ; Zheng-qing, Yang

  • Author_Institution
    Aeronaut. Eng. Coll., Civil Aviation Univ. of China, Tianjin, China
  • fYear
    2011
  • fDate
    24-25 May 2011
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In this paper we explore the key technique of the maintenance decision support system, which is a part of Aircraft Health Management (AHM) system. Based on the historical experience of airline maintenance data as the research object and the association rule mining by data mining, we attempt to find out the different maintenance measures to the same fault phenomena for maintenance person as the support for maintenance decision. At the same time, it defines the data source in association rule mining and the method of establishes the concept level of the aircraft system.
  • Keywords
    aircraft maintenance; data mining; decision support systems; reliability; AHM technology; aircraft health management system; airline maintenance data; association rule mining; data mining; maintenance decision support system; research object; Aircraft; Cleaning; aircraft health management; association rule; data mining; frequent itemset;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Prognostics and System Health Management Conference (PHM-Shenzhen), 2011
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-1-4244-7951-1
  • Electronic_ISBN
    978-1-4244-7949-8
  • Type

    conf

  • DOI
    10.1109/PHM.2011.5939548
  • Filename
    5939548