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Hierarchical representation and machine learning from faulty jet engine behavioral examples to detect real time abnormal conditions

Published: 01 June 1988 Publication History
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References

[1]
Paul C.Schutte, Kathy H. Abbott, NASA Langley Research Center, "An artificial intelligence approach to onboard fault monitoring and diagnosis for aircraft applications," presented at AIAA Guidance and Control Conference, Williamsburg, VA., August 18-20 '86.
[2]
Raman Rajagopalan, "Qualitative Modeling in the Turbojet Engine Domain," M.S. Thesis, CSL Tech. Rept. T-139, Dept of Electrical Engineering, Univ. of Illinois, Urbana, IL, March 1984.
[3]
Randall Davis, "Diagnosis via causal reasoning: Paths of interaction ad the locality principle," Artificial Intelligence Laboratory, MIT.
[4]
David A. Handelman, Robert F. Stengel, "Combining Quantitative and Qualitative Reasoning in Aircraft Failure Diagnosis," AIAA proceedings, pp. 366-375, 1985.
[5]
jeff Yung-Choa Pan, "Qualitative Reasoning with deep-level mechanism models for fault diagnosis of mechanism failures," IEEE proceedings, pp. 295-301, 1984.
[6]
M. Ali, D. A. Scharnhost, "Sensor-based fault diagnosis in a flight expert system," IEEE Proceedings of the Second Conference on Artificial Intelligence Applications, Miami, FL., pp. 49- 54, Dec. 11-13, 1985.
[7]
M. Ali, D. A. Scharnhost, Ai C.S., and H.J. Ferbet, "A flight expert system (FLES) for on-board fault monitoring and diagnosis, *' Proceedings of SPIE, Volume 635, Orlando, Florida, pp. 58-61, April 1-3, 1986.
[8]
W.E. Dietz, M. Ali, "Qualitative and Temporal Reasoning in Engine Behavior Analysis and Fault Diagnosis,'* The Third Conference on Artificial Intelligence for Space Applications, Huntsville, AL, Nov. 2-3, 1987.
[9]
Ryszard S. Michalski, J aime G. Carbonell, Tom M. Mitchell, "Machine Learning, An Artificial Intelligence Approach, '* Morgan Kaufmann Publishers, Inc., pp. 39-130, '83.
[10]
W.E. Dietz, Earl L. Kiech, M. Ali, "Pattern based fault diagnosis using neural networks," First International conference on industrial and engineering applications of atificial intelligence and expert system, The University of Tennessee Space Institute (UTSI), ~llahoma, TN., June 1-3, 1988.

Cited By

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  • (2013)Rocket engine control and monitoring expert system24th Joint Propulsion Conference10.2514/6.1988-3212Online publication date: 19-Feb-2013
  • (2009)Intelligent Systems in aerospaceThe Knowledge Engineering Review10.1017/S02698889000053855:3(147-166)Online publication date: 7-Jul-2009
  • (1989)Jet engine technical advisor (JETA)Proceedings of the 2nd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 110.1145/66617.66637(154-160)Online publication date: 6-Jun-1989
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cover image ACM Conferences
IEA/AIE '88: Proceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
June 1988
1189 pages
ISBN:0897912713
DOI:10.1145/55674
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Published: 01 June 1988

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Cited By

View all
  • (2013)Rocket engine control and monitoring expert system24th Joint Propulsion Conference10.2514/6.1988-3212Online publication date: 19-Feb-2013
  • (2009)Intelligent Systems in aerospaceThe Knowledge Engineering Review10.1017/S02698889000053855:3(147-166)Online publication date: 7-Jul-2009
  • (1989)Jet engine technical advisor (JETA)Proceedings of the 2nd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 110.1145/66617.66637(154-160)Online publication date: 6-Jun-1989
  • (1989)LEADER-an integrated engine behavior and design analyses based real-time fault diagnostic expert system for space shuttle main engine (SSME)Proceedings of the 2nd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 110.1145/66617.66635(135-145)Online publication date: 6-Jun-1989
  • (1988)Detecting abnormal situations from real time power plant data using machine learningProceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 210.1145/55674.55687(738-746)Online publication date: 1-Jun-1988
  • (1988)Pattern-based fault diagnosis using neural networksProceedings of the 1st international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 110.1145/51909.51911(13-23)Online publication date: 1-Jun-1988

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