• DocumentCode
    2648217
  • Title

    Equipment failure life cycle modeling based on Markov process

  • Author

    Ma, Jungang ; Song, Wenyuan ; Kang, Jianshe ; Hong, Qing

  • Author_Institution
    Ordnance Eng. Coll., Shijiazhuang, China
  • fYear
    2011
  • fDate
    17-19 June 2011
  • Firstpage
    263
  • Lastpage
    266
  • Abstract
    It is found there are some deep-rooted causes that lead to functional failures of some crucial components on modern equipment, these deep-rooted causes probably can not be eliminated effectively by traditional maintenance works, and then the same failures take place again soon after. By analyzing characteristics of failure control theory and relationships between these various failures, this paper put forward the idea that the failure life process, in a broader sense, could be described in terms of cycle, therefore, this process is called failure life cycle (FLC), the cycle can be divided into five phases including incubation phase, root cause phase, medium characteristics cause phase, potential failure phase, and function failure phase. By applying the idea of process control, a failure life control method based on Markov process is established, to root out the direct causes and root causes of failure life comprehensively in the process of equipment operation, hence the failure could be thoroughly eliminated. Finally an example is introduced to verify rationality and validity of this method.
  • Keywords
    Markov processes; failure analysis; maintenance engineering; process control; production equipment; Markov process; equipment failure life cycle modeling; equipment operation; failure control theory; failure life process; function failure phase; functional failure; incubation phase; maintenance works; medium characteristics cause phase; potential failure phase; process control; root cause phase; Availability; Inspection; Maintenance engineering; Markov processes; Mathematical model; Monitoring; Process control; Markov process; decision modeling; equipment failure; failure life cycle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2011 International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4577-1229-6
  • Type

    conf

  • DOI
    10.1109/ICQR2MSE.2011.5976608
  • Filename
    5976608