A framework for prognostics and health management of electronic systems

IEEE Aerospace Conference Proceedings

Volumn , Issue , 2008, Pages

  Bagul, Yogesh G ^a   Zeid, Ibrahim ^a   Kamarthi, Sagar V ^a  

^a NORTHEASTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRONICS ENGINEERING; FIGHTER AIRCRAFT; HEALTH;

BODY OF KNOWLEDGE; ELECTRONIC SYSTEMS; EMBEDDED SENSORS; ENGINEERED SYSTEMS; FUTURE PERFORMANCE; HEALTH MONITORING; INTEGRAL PART; MECHANICAL SYSTEMS; PRODUCT LIFE CYCLES; PROGNOSTICS AND HEALTH MANAGEMENT; REMAINING USEFUL LIFE; RESEARCH COMMUNITIES; RESEARCH WORKS; ROUTINE MAINTENANCE;

RESEARCH;

EID: 49349109486     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2008.4526623     Document Type: Conference Paper

References (77)

1. Sutherland, H.; Repoff, T.; House, M.; Flickinger, G.; "Prognostics, a new look at statistical life prediction for condition-based maintenance," Aerospace Conference, 2003. Proceedings. 2003 IEEE, Volume 7, Issue, pp. 3131-3136, March 2003
2. S. Wegerich, A. Wilks and R. Pipke, "Nonparametric modeling of vibration signal features for equipment health monitoring," Proceedings of the IEEE Aerospace Conference," March 8-15, 2003
3. Callan, R, Larder, B., "The implementation of advanced diagnostic and prognostic concepts - Practical tools for effective diagnostic and prognostic health management," Proceedings of IEEE Aerospace Conference, Vol 7 pp. 3165-3175, March 2003
4. Engel, S.J., Gilmartin, B.J., Bongort, K., Hess, A., "Prognostics, the real issues involved with predicting life remaining," IEEE Aerospace Conference Proceedings, v 6, p 457-470, 2000
5. Kirkland, Larry V.; Pombo, Tony; Nelson, Kody; Berghout, Floyd, "Avionics health management: Searching for the prognostics grail," IEEE Aerospace Conference Proceedings, v 5, pp. 3448-3454
6. Lybeck, Nancy Marble, Sean Morton, Brogan, "Validating Prognostic Algorithms: A Case Study Using Comprehensive Bearing Fault Data," 2007 IEEE Aerospace Conference, pp. 1-9, March 2007
7. Biswas, Gautam Mahadevan, Sankaran, "A Hierarchical Model-based approach to Systems Health Management," IEEE Aerospace Conference, pp. 1-14, March 2007
8. th IFAC Symposium on Fault Detection Supervision Safety Technical Processes, pp. 1125-1131, Washington, DC, June 2003.
9. Jaw, L.C. and R. Friend. "ICEMS: A platform for advanced condition-based health management," Proceedings of the Aerospace Conference, Vol 6, pp. 2909-2914, 2001.
10. Liu Y., and Mahadevan S., "Multiaxial High-Cycle Fatigue Criterion and Life Prediction for Metals," International Journal of Fatigue, vol. 7, Issue 7, pp. 790-800, 2005.
11. Luo, J., Bixby, A., Pattipati, K., Qiao, L., Kawamoto, M., and Chigusa, S., "An interacting multiple model approach to model-based prognostics," IEEE International Conference on SMC, Washington, DC, Oct. 2003.
12. Mosterman, P.J. and Biswas, G., 'Diagnosis of continuous valued systems in transient operating regions," IEEE Trans. Systems, Man, and Cybernetics, Part A, vol. 29, no. 6, pp. 554-565, 1999.
13. Narasimhan, S. and Biswas, G., "Model-based Diagnosis of Hybrid Systems," IEEE Trans. on Systems, Man, and Cybernetics, Part A, to appear, 2007.
14. Venkatasubramanian V., Rengaswamy R., Yin K., and Kavuri, S.N., "A review of process fault detection and diagnosis Part I: Quantitative model-based methods," Computers and Chemical Engineering, vol. 27, pp. 293-311, 2003.
15. Karchnak, Martin Shipman, Robert, "Opportunities for Prognostic Health Monitoring," IEEE Aerospace Conference, pp. 1-19, March 2007
16. Theodore Goodenow, Martin Karchnak and Robert Shipman, "Performance Comparison of Robust Laser Interferometer (RLI) and Contact Accelerometer technology in Aviation Health Monitoring," 2004 IEEE Paper.
17. T. Goodenow, R. Shipman and H.M. Holland, "New Laser Acoustic Sensor for Gearbox Vibration Monitoring and Diagnostics," 1997, Epoch Engineering, Inc. Prepared for Naval Air Warfare Center Aircraft Division, Patuxent River, Maryland, 20670-5304 under contract number N000421-95-C-1185.
18. Byington, Carl S.; Orsagh, Rolf; Kallappa, Pattada; Sheldon, Jeremy; Dechristopher, Michael; Amin, Sanket; Hines, Jason; "Recent Case Studies in Bearing Fault Detection and Prognosis", IEEE Aerospace Conference Proceedings, Mar 2006
19. Ye Zhongming Wu Bin, "A review on induction motor online fault diagnosis", Power Electronics and Motion Control Conference, 2000. Proceedings. IPEMC 2000. The Third International, vol.3 pp.1353-1358 Aug 2000
20. Byington, C.S. Watson, M. Edwards, D. Dunkin, B. "In-line health monitoring system for hydraulic pumps and motors", Aerospace Conference, 2003. Proceedings. 2003 IEEE, Vol 7 pp. 3279-3287, March 8-15, 2003
21. Black, Scott E. (Boeing Company, Box 516); Keller, Kirby; Biswas, Gautam; Davis, James, "Diagnostic/prognostic modeling and re configurable control ", AUTOTESTCON (Proceedings), AUTOTESTCON 2004 - Proceedings: IEEE Systems Readiness Technology Conference, pp. 344-350 2004
22. G. Biswas, G. Simon, N. Mahadevan, S. Narasimhan, J. Ramirez, G. Karsai, "A robust method for hybrid diagnosis of complex systems," 5th FAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS), Washington, D.C., pp. 1125-1130, June 2003
23. Narasimhan, S. and G. Biswas, "An Approach to Model-Based Diagnosis of Hybrid Systems," Hybrid Systems: Computation and Control, Lecture Notes in Computer Science, vol. LNCS 2289, C.J. Tomlin and M.R. Greenstreet, eds, Springer Verlag, pp. 308-322, 2002.
24. Provan, G., "An open systems architecture for prognostic inference during condition-based monitoring", Aerospace Conference, 2003. Proceedings. 2003 IEEE, Vol 7 pp. 3157-3164, March 2003
25. Fred M. Discenzo, William Nickerson, "Open Systems Architecture Enables Health Management for Next Generation System Monitoring and Maintenance", Proc. Conf of the Machinery Failure Prevention Technology (MFPT), 2002
26. Mitchell Lehold, Petr Hejda and Micheal Thurston, "A Framework for Next Generation Machinery Monitoring and Diagnostics", Proc. Conf of the Machinery Failure Prevention Technology (MFPT), 2002.
27. Stanley C. Ofsthun and Timothy J. Wilmering, "Model-Driven Development of Integrated Health Management Architectures," 2004 IEEE Aerospace Conference Proceedings, March 6-13, 2004.
28. Abhinav Saxena, Biqing Wu, and George Vachtsevanos, "A Hybrid Reasoning Architecture for Fleet Vehicle Health Management," IEEE Instrumentation and Control Magazine, Vol. 9, No. 4, pages 29-36, August 2006.
29. Abhinav Saxena, Biqing Wu, and George Vachtsevanos, "Integrated Diagnosis and Prognosis Architecture for Fleet Vehicles Using Dynamic Case-based Reasoning", IEEE Autotestcon 2005 Conference Proceedings, Pages 96-102, 26-29 September 2005.
30. Robert A. Hess, "From Health and Usage Monitoring to Integrated Fleet Management - Evolving Directions for Rotorcraft," 2005 IEEE Aerospace Conference Proceedings, 5-12 March 2005.
31. Rob Callan, Brian Larder, and John Sandiford, "An Integrated Approach to the Development of an Intelligent Prognostic Health Management System," 2006 IEEE Aerospace Conference Proceedings, 4-11 March 2006.
32. Amit Mathur, Sudipto Ghoshal, Deepak Haste, Charles Domagala, Roshan Shrestha, Venkatesulu Malepati, Krishna Pattipati, "An Integrated Support System for Rotorcraft Health Management and Maintenance," 2000 IEEE Aerospace Conference Proceedings, March 18-25 2000.
33. Richard A. Wade, "A Need-focused Approach to Air Force Engine Health Management Research," 2005 IEEE Aerospace Conference Proceedings, 5-12 March 2005.
34. Al Volponi and Bruce Wood, "Engine Health Management for Aircraft Propulsion Systems" Integrated System Health Engineering and Management (ISHEM) 2005 Conference Proceedings, November 7-10, 2005.
35. Clark, Greg J.; Vian, John L.; West, Michael E.; Syrmos, Vassilis L.; Randolph, William F.; Hardman, William J.; Shawver, Matthew A.; Hanson, Geoff J., "Multi-platform Airplane Health Management", IEEE Aerospace Conference Proceedings, 2007", pp. 1-13, Mar 2007
36. Nandi, Subhasis; Toliyat, Hamid A.; "Condition monitoring and fault diagnosis of electrical machines - a review", Proceedings of the 1999 IEEE Industry Applications Conference - 34th IAS Annual Meeting, v 1, pp. 197-204, 1999
37. Nandi, S.; Toliyat, H.A.; Xiaodong Li; "Condition monitoring and fault diagnosis of electrical motors-a review", Energy Conversion, IEEE Transaction on, Volume 20, Issue 4, pp. 719-729, Dec. 2005
38. Lybeck, Nancy Marble, Sean Morton, Brogan; "Validating Prognostic Algorithms: A Case Study Using Comprehensive Bearing Fault Data", 2007 IEEE Aerospace Conference Digest, pp. 1-9, Mar 2007
39. Orsagh, Rolf; Roemer, Michael; Sheldon, Jeremy; Klenke, Christopher J.; "A comprehensive prognostics approach for predicting gas turbine engine bearing life", Proceedings of the ASME Turbo Expo 2004, v 2, pp. 777-785, Jun 2004
40. Droste, D. Finklea, K.; "Prognostics for Electronic Systems", Systems Readiness Technology Conference, IEEE, pp. 181-186, Sept 2006
41. Vichare, Nikhil M.; Pecht, Michael G.; "Prognostics and Health Management of Electronics", IEEE Transactions on Components and Packaging Technologies, v 29, n 1, pp. 222-229, March, 2006
42. Hecht, Herbert; "Prognostics for electronic equipment: An economic perspective", Proceedings - Annual Reliability and Maintainability Symposium, Annual Reliability and Maintainability Symposium, pp. 165-168, 2006
43. Lahyani, Amine; Venet, Pascal; Grellet, Guy; Viverge, Pierre-Jean; "Failure Prediction of Electrolytic Capacitors During Operation of a Switchmode Power Supply", IEEE Transactions on Power Electronics, v 13, n 6, pp. 1199-1206, Nov, 1998
44. Nasser, Loren; Tryon, Robert; Dey, Animesh; "Material simulation-based electronic device prognosis", IEEE Aerospace Conference Proceedings, v 2005, Mar 2005
45. Nasser, Loren; Curtin, Maggie; "Electronics reliability prognosis through material modeling and simulation", 2006 IEEE Aerospace Conference, Mar 2006
46. Simons, Jeffrey W.; Shockey, Donald A.; "Prognostics modeling of solder joints in electronic components", 2006 IEEE Aerospace Conference, Mar 2006
47. Lall, Pradeep; Islam, Mohd Nokibul; Rahim, M. Kaysar; Suhling, Jeffrey C.; "Prognostics and health management of electronic packaging", IEEE Transactions on Components and Packaging Technologies, v 29, n 3, pp. 666-677, September, 2006,
48. Lall, Pradeep; Islam, Nokibul; Rahim, Kaysar; Suhling, Jeff; Gale, Shyatn; "Leading indicators-of-failure for prognosis of electronic and MEMS packaging", Proceedings - Electronic Components and Technology Conference, v 2, 2004 Proceedings - 54th Electronic Components and Technology Conference, pp. 1570-1578, 2004
49. Lall, Pradeep; Islam, Nokibul; Suhling, Jeff; "Prognostication and health monitoring of leaded and lead free electronic and MEMS packages in harsh environments", Proceedings - Electronic Components and Technology Conference, v 2, 2005 Proceedings - 55th Electronic Components and Technology Conference, ECTC, pp. 1305-1313,2005
50. Fenton, William G.; Maguire, Liam P.; McGinnity, T.M.; "Fault diagnosis of electronic systems using intelligent techniques: A review", IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, v 31, n 3, p 269-281, August, 2001
51. N. Dev and B. Anderson, "Pimtool: An expert system to troubleshoot computer hardware failures," Proc. Innovative Applicat. Artif. Intell., 1997.
52. O. Duffaut and C. Castel, "A method to aid test-tree generation for hardware fault isolation in automotive electronic control systems," in Proc.TOOLDIAG Int. Conf. Fault Diagnosis, 1993, pp. 230-237.
53. Cecil, J.; Erraguntla, M.; Mayer, R.; "A fuzzy inferential approach for the diagnosis of defects in electronics assembly", Electronics Manufacturing Technology Symposium, 1994, vol.1, Page(s):70-74, 12-14 Sep 1994
54. Siddique, A. Yadava, G.S. Singh, B.; "Applications of artificial intelligence techniques for induction machine stator fault diagnostics: review", 4th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, 2003, pp. 29-34, 24-26 Aug. 2003
55. A. A. AL-Jumah and T. Arslan, "Artificial neural network based multiple fault diagnosis in digital circuits," in Proc. ICCAS, vol. 2, pp. 304-307, 1998
56. Mo, F.; Kinsner, W.; "Review of diagnostic techniques of power system transients", Proceedings of the 1996 Canadian Conference on Electrical and Computer Engineering, CCECE'96. Part 2 (of 2), May 1996
57. Przytula, Krzysztof W.; Thompson, Don; "Development of Bayesian diagnostic models using troubleshooting flow diagrams", Proc. SPIE Vol. 4389, p. 110-120, July 2001
58. Przytula, K. Wojtek; Choi, Arthur; "Reasoning Framework for Diagnosis and Prognosis", Aerospace Conference, 2007 IEEE, pp. 1-10, March 2007
59. Orsagh, Rolf; Brown, Douglas; Roemer, Michael; Dabney, Thomas; Hess, Andrew; "Prognostic Health Management for Avionics System Power Supplies", Proceedings - 2005 IEEE Aerospace Conference, pp. 3585-3591,2005
60. Line, J. Kevin; Iyer, Arun, "Electronic Prognostics Through Advanced Modeling Techniques", Aerospace Conference, 2007 IEEE, pp. 1-7, March 2007
61. Orsagh, Rolf F; Brown, Douglas W.; Kalgren, Patrick W.; Byington, Carl S.; Hess, Andrew J.; Dabney, Thomas, "Prognostic health management for avionic systems" IEEE Aerospace Conference Proceedings, v 2006, 2006, p 1656086
62. Katipamula, Srinivas; Brambley, Michael R; "Methods for fault detection, diagnostics, and prognostics for building systems - A review, Part I", HVAC and R Research, v 11, n 1, p 3-25, January, 2005
63. Xiong, Y.; Cheng, X.; Shen, Z.J.; Mi, C.; Wu, H.; Garg, V.; "A Prognostic and Warning System for Power Electronic Modules in Electric, Hybrid, and Fuel Cell Vehicles", Industry Applications Conference, 2006. 41st IAS Annual Meeting. Conference Record of the 2006 IEEE, Volume: 3, pp. 1578-1584, Oct 2006
64. Brown, Douglas W.; Kalgren, Patrick W.; Byington, Carl S.; Orsagh, Rolf F.; "Electronic prognostics - A case study using Global Positioning System (GPS)", AUTOTESTCON 2005 Proceedings - IEEE Systems Readiness Technology Conference: Technology - Powering the Next Generation of Test, pp. 833-839, 2005
65. Brown, D.; Kalgren, P.; Roemer, M.; "Electronic Prognostics - A Case Study Using Switched-Mode Power Supplies (SMPS)", Instrumentation & Measurement Magazine, IEEE, Vol 10, Issue: 4 pp. 20-26, August 2007
66. Mishra, Satchidananda; Ganesan, Sathyanarayan; Pecht, Michael; Xie, Jingsong; "Life consumption monitoring for electronics prognostics" IEEE Aerospace Conference Proceedings, v 5, pp. 3455-3466, 2004
67. McCluskey, F.P.; Kweon, Y.D.; Lee, H.J.; Kim, J.W.; Jeon, H.S.; "Method for assessing remaining life in electronic assemblies", Microelectronics and Reliability, v 40, n 2, pp. 293-306, Feb, 2000
68. Goodman, D.L.; "Prognostic methodology for deep submicron semiconductor failure modes," IEEE Transactions on Components and Packaging Technologies, v 24, n 1, pp. 109, March, 2001
69. Mark Baybutt, Chris Minnella, Antonio Ginart, Michael J. Roemer (Impact-Tek), Aleksey Urmanov; "Prognostics and Health Management Techniques for Digital Electronic Devices", SELSE 2, The Second Workshop on System Effects of Logic Soft Errors at University of Illinois at Urban a-Champaign, April 2006
70. Kelkar, N; Dasgupta, A.; Pecht, M.; Knowles, I.; Hawley, M.; Jennings, D. S, "'Smart' electronic systems for condition-based health management," Quality and Reliability Engineering International, v 13, n 1, p 3-8, Jan-Feb, 1997
71. Mishra, Satchidananda; Pecht, Michael; Goodman, Douglas L.; "In-situ sensors for product reliability monitoring," Proceedings of SPIE - The International Society for Optical Engineering, v 4655, pp. 10-19, 2002
72. Keller, Kirby; Swearing en, Kevin; Sheahan, Jim; Bailey, Mike; Dunsdon, Jon; Cleeve, Bishop; Przytula, K. Wojtek; Jordan, Brett; "Aircraft electrical power systems prognostics and health management" IEEE Aerospace Conference Proceedings, v 2006.
73. Gasperi, Michael L.; "Life prediction model for aluminum electrolytic capacitors", Conference Record - IAS Annual Meeting (IEEE Industry Applications Society), v 3, pp. 1347-1351, 1996
74. Kalgren, Patrick W.; Baybutt, Mark; Ginart, Antonio; Minnella, Chris; Roemer, Michael J.; Dabney, Thomas; "Application of Prognostic Health Management in Digital Electronic Systems", Aerospace Conference, 2007 IEEE, pp. 1-9, March 2007
75. Wilkinson, Chris; Humphrey, Dave; Vermeire, Bert; Houston, Jim, "Prognostic and health management for avionics," IEEE Aerospace Conference Proceedings, v 5, pp. 3435-3447, 2004
76. Jie Gu; Vichare, N.; Tracy, T.; Pecht, M.; "Prognostics Implementation Methods for Electronics", 2007 53rd Annual Reliability and Maintainability Sympsoium, RAMS, pp. 101-106, Jan 2007
77. Wood, Steven M.; Goodman, Douglas L.; "Return-on-investment (ROI) for electronic prognostics in high reliability telecom applications", INTELEC, International Telecommunications Energy Conference (Proceedings), Sep 2006