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
Link To Document :
بازگشت