• DocumentCode
    2005390
  • Title

    Research on marine diesel´s fault prognostic and health management based on oil monitoring

  • Author

    Zhou, Ping ; Liu, Dongfeng

  • Author_Institution
    Qingdao Oil Anal. Center, Naval Univ. of Eng., Qingdao, China
  • fYear
    2011
  • fDate
    24-25 May 2011
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Oil monitoring technology is an effective way to actualize condition based maintenance (CBM) for marine diesel, it can detect earlier failure symptoms, avoidance of fault taking place, it´s one of the indispensable diagnostic technology applied in marine diesel´s prognostic and health management (PHM). In this paper, according to oil spectral analysis data collected from continuous monitoring, a fault prognostic method based on statistical process control (SPC) for marine diesel was provided, which was taken main wearing elements´ concentration gradient as quality characteristic index, it indicated that their exist special causes leading marine diesel´s abrasion state out of statistical control, needing to find the root cause of the failure; and based on the oil spectral analysis data previously, projection pursuit (PP) approach was introduced to synthetic evaluation of marine diesel´s performance degradation degree, then established the judgment criterion, it given an guidance to marine diesel´s health management.
  • Keywords
    abrasion; condition monitoring; fault diagnosis; marine engineering; petroleum; remaining life assessment; statistical process control; characteristic index; concentration gradient; condition based maintenance; continuous monitoring; failure symptom detection; fault avoidance; indispensable diagnostic technology; marine diesel abrasion; marine diesel degradation; marine diesel fault prognostic method; marine diesel health management; oil monitoring; oil spectral analysis; projection pursuit; statistical process control; Biomedical monitoring; Copper; Iron; Lead; Monitoring; Prognostics and health management; Time measurement; Condition based maintenance (CBM); Marine diesel; Oil monitoring; Prognostic and health management (PHM); Projection pursuit (PP); Statistical process control (SPC);
  • 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.2011.5939499
  • Filename
    5939499