Prognostics, a new look at statistical life prediction for condition-based maintenance

IEEE Aerospace Conference Proceedings

Volumn 7, Issue , 2003, Pages 3131-3136

  Sutherland, Hunt ^a   Repoff, Thomas ^a   House, Michael ^b   Flickinger, Gregory ^b  

^a GE GLOBAL RESEARCH   (United States)

^b GE ENERGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALUMINUM MANUFACTURING; CONDITION BASED MAINTENANCE; GRAPHICAL INTERFACE; MAINTENANCE ACTION; MAINTENANCE DATABASE; OPERATING ENVIRONMENT; STATISTICAL APPROACH; TREE REPRESENTATION;

DATA MINING; DATABASE SYSTEMS; INDUSTRIAL PLANTS; POPULATION STATISTICS; REPAIR; SYSTEMS ENGINEERING; WEIBULL DISTRIBUTION;

TREES (MATHEMATICS);

EID: 84879395931     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2003.1234156     Document Type: Conference Paper

References (8)

1. S.F. Farag, and M.K. Jhaveri, .Intelligent microprocessor based Devices provide advanced motor protection, flexible control and communication in paper mills," IEEE Trans. I d w e Applications, vol. 33, no. 3, pp. 840-847, May/June 1997.
2. J. Sottile, F.C. Ttatn d J.L. Kohler, "Experimental Investigation of On-Line Methods for Incipient Fault Detection" IEEE Industn> Applications Socie!v Annual Meeting. pp. 2682-2687, Oct. 2000.
3. B. Yazici, G.B Kliman. "An adaptive statistical timefrequency method for detection of broken bars and bearing faults in motors using stator current, " IEEE Transactions on Indus-Applications, vol. 35, no. 2, pp. 442-452, MarchiApril 1999.
4. P. O'Donnell, "Report of large motor reliability survey of industrial and commercial installations, Part I," IEEE Transactions on Idustry Applications. vol. 1A-21, no. 4, pp. 853-864, July/August 1985.
5. P. O'Donnell, .'Report of large motor reliability survey , of industrial and commercial installations, Part E''IE EE Transactions on Industry Applications, vol. 1A-21, no. 4, pp. 865-872, July/August 1985.
6. B.E.Osbom, "Forecasting Risk in Long Term Service Agreements with Examples from Industry," Invited talk at IIQP Research Workshop, University of Waterloo, May 2000.
7. J. Blair, A. Shirlihodaie, "Diagnosis and prognosis of bearings using data mining and numerical visualization techniques," Proceedings of the 33rd Southeastern Symposium on Sjweni Theory. pp. 395-399,2001.
8. V.A.Skormin, V.LGorodetski, and L.J.PopYack. "Data Mining Technology for Failure Prognostic of Avionics, " IEEE Transactions on Aerospace and Electronic Systems. vol. 38, no. 2. pp. 388-403, April 2002.