A review of fault prognostics in condition based maintenance

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6357 II, Issue , 2006, Pages

  Zhang, Lei ^a   Li, Xingshan ^a   Yu, Jinsong ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

Condition based maintenance (CBM); Fault diagnostics; Fault prognostics

Indexed keywords

ALGORITHMS; FAILURE ANALYSIS; FEATURE EXTRACTION; MACHINE COMPONENTS; PREVENTIVE MAINTENANCE; RELIABILITY;

CONDITION BASED MAINTENANCE (CBM); DECISION SUPPORT; FAULT DIAGNOSTICS; FAULT PROGNOSTICS;

ELECTRIC FAULT CURRENTS;

EID: 33846625929     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.717514     Document Type: Conference Paper

References (27)

1. B. Wu, H. Firpi, R. Patrick, A. Saxena, http://icsl.marc.gatech.edu
2. M.G. Thurston, "An open standard for Web-based condition-based maintenance systems," Proceedings of AUTOTESTCON 2001 IEEE Systems Readiness Technology Conference. 20-23, 401-415(2001).
3. A. Hess and L. Fila, "Prognostics, from the Need to Reality - from the Fleet Users and PHM System Designer/Developers Perspectives," Aerospace Conference Proceedings, IEEE. 6, 2791-2797(2002).
4. W. Hardman, A. Hess, and D. Blunt, "A USN development strategy and demonstration results for propulsion and mechanical systems diagnostics, prognostics and health management," Proceedings of the 2001 IEEE Aerospace Conference.
5. S. J. Engel, B. J. Gilmartin, K. Bongort, A. Hess, "Prognostics, the real issues involved with predicting life remaining," Proceedings of the 2000 IEEE Aerospace Conference.
6. M.J. Roemer, E.O. Nwadiogbu, G. Bloor, "Development of diagnostic and prognostic technologies for aerospace health management applications," IEEE proceedings of Aerospace Conference. 6, 2815-2824(2001).
7. C.S. Byington, M. Watson, D. Edwards, P. Stoelting, "A model-based approach to prognostics and health management for flight control actuators," Proceedings of the 2004 IEEE Aerospace Conference. 6, 3351-3362(2004).
8. J. Luo, A. Bixby, K. Pattipati, L. Qiao, M. Kawamoto, S. Chigusa, "An interacting multiple model approach to model-based prognostics," System Security and Assurance. 1, 189-194(2003).
9. J. K. Gregory, G. Michael, J. R. Michael, E. C. Daniel, R. G. Thomas, J. M. Jack, "A prognostic modeling approach for predicting recurring maintenance for shipboard propulsion systems," Proceedings of 2001 ASME Turbo Expo.
10. T. Brotherton, J. Jahns, J. Jacobs, D. Wroblewski, "Prognosis of Faults in Gas Turbine Engines," Proceedings of the IEEE Aerospace Conference. 6, 163-171(2000).
11. E. Lembessis, G. Antonopoulos, R.E. King, C. Halatsis, and J. Torres, "'CASSANDRA': an on-line expert system for fault prognosis," Proceedings of the 5th CIM Europe Conference. 371-377(1989).
12. T. Biagerti, E. Sciubba. "Automatic diagnostics and prognostics of energy conversion processes via knowledge-based systems," Energy. 29, 2553-2572(2004).
13. S. S. Choi, K. S. Kang, H. G. Kim, S. H. Chang, "Development of an On-Line Fuzzy Expert System for Integrated Alarm Processing in Nuclear Power Plants," IEEE TRANSACTIONS ON NUCLEAR SCIENCE. 42(4), 1406-1418(1995).
14. B. Satish, N. D. R. Sarma, "A Fuzzy BP Approach for Diagnosis and Prognosis of Bearing faults in Induction Motors," Power Engineering Society General Meeting, IEEE. 958-961(2005).
15. G.X. Xue. L. C. Xiao, M. H. Bie, S. W. Lu, "Fault prediction of boilers with fuzzy mathematics and RBF neural network," Proceedings of 2005 International Conference on Communications, Circuits and Systems. 2, 27-30(2005).
16. J. H. Luo, M. Namburu, K. Pattipati, Q. Liu, M. Kawamoto, S. Chigusa, "Model-based prognostic techniques [maintenance applications]," Proceedings of AUTOTESTCON 2003, IEEE Systems Readiness Technology Conference. 22-25, 330-340(2003).
17. C.S. Byington, M. Watson, D. Edwards, "Data-Driven Neural Network Methodology to Remaining Life Predictions for Aircraft Actuator Components," Proceedings of the 2004 IEEE Aerospace Conference. 6, 3581-3589(2004).
18. P. Wang, G. Vachtsevanos, "Fault prognosis using dynamic wavelet neural networks," Maintenance and Reliability Conference, MARCON 99.
19. T. Khawaja, G. Vachtsevanos, B. Wu, "Reasoning about uncertainty in prognosis: a confidence prediction neural network approach," 2005 Annual Meeting of the North American Fuzzy Information Processing Society. 26-28, 7-12(2005).
20. P. Baruah, R. B. Chinnam, "HMMs for diagnostics and prognostics in machining processes," Proceedings of 57th Meeting of the Society for Machinery Failure Prevention Technology. 389-398(2003).
21. X. D. Zhang, R. Xu, K. Chiman, S.Y. Liang, Q. L. Xie, L. Haynes, "An Integrated Approach to Bearing Fault Diagnostics and Prognostics," Proceedings of the 2005 American Control Conference. 4, 2750-2755(2005).
22. F. Camci. "Process monitoring, diagnostics and prognostics using support vector machines and hidden Markov models," Detroit, Michigan: Graduate school of Wanye State University, 2005.
23. B. Hamid, Y. Wang, S. Abhi, "Dynamic Case Based Reasoning in Fault Diagnosis and Prognosis," Proceedings of the 2005 IEEE International Conference on Fuzzy Systems. 845-850(2005).
24. A.D. Flint, "A prognostic maintenance system based on the Hough transformation," Transactions of the Institute of Measurement and Control. 16(2), 59-65(1994).
25. V.A. Skormin, V.I.Gorodetski, L.J. Popyack, "Data mining technology for failure prognostic of avionics," IEEE Transactions on Aerospace and Electronic Systems. 38(2), 380-403(2002).
26. S. Massam, S.McQuillan, "Verification of PHM capabilities: A joint customer/industrial perspective," IEEE Proceedings of Aerospace Conference. 6,2799-2813(2002).
27. Z. B. Gao, X. Liang, X. S. Li, "Complex System Integrated Health Management," MEASUREMENT & CONTROL TECHNOLOGY. 20(8), 1-5(2005).