Incorporating neural networks into gas turbine performance diagnostics

Proceedings of the ASME Turbo Expo

Volumn 4, Issue , 1997, Pages

  Kanelopoulos, K ^a   Stamatis, A ^a   Mathioudakis, K ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT ENGINES; FAULT DETECTION; GASES; NEURAL NETWORKS;

ADAPTIVE MODELLING; DIAGNOSTIC PARAMETER; ENGINE COMPONENTS; FAULT DETECTION AND IDENTIFICATION; GAS TURBINE DIAGNOSTICS; GAS TURBINE PERFORMANCE DIAGNOSTICS; MODES OF OPERATION; PERFORMANCE MODEL;

GAS TURBINES;

EID: 58449111735     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/97-GT-035     Document Type: Conference Paper

References (12)

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2. Chbai N. W., Rajamani R., Ashley T. A., 1996, "Estimating Gas Turbine Internal Cycle Parameters Using a Neural Network", paper ASME 96-GT-316.
3. Eustace R., Merrington G., 1995, "Fault Diagnosis of Fleet Engines Using Neural Networks", XIII SABE, pp. 926-93.
4. Dli O. J., Greitzer F. L., Kangas L. J., Reeve T. J., 1994, "An Artificial Neural Network System for Diagnosing Gas Turbine Engine Fuel Faults", 48th Meeting Mechanical Failures Prevention Group, Wakefield, MA, 19-21 April 1994.
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9. Stamatis A, Mathioudakis, K., Papailiou K. D., 1990a, "Adaptive Simulation of Gas Turbine Performance". Journal of Engineering for Gas Turbine and Power. ASME, vol. 112, No 2, April 1990, pp. 168-175
10. Stamatis, A, Mathioudakis, K., Smith, M., Papailiou, K. D., 1990b, "Gas Turbine Component Fault Identification by Means of Adaptive Performance Modeling". ASME Paper 9Q-GT-376, 35th International Gas Turbine and Aeroengine Congress and Exposition, Brussels, Belgium, June 10-14, 1990.
11. Torella G., Lombardo G., 1995, "Utilization of Neural Networks for Gas Turbine Engines", proceeding XII ISABE, pp. 358-366.
12. Tsalavoutas, A., K. Mathioudakis, M. K. Smith, 1996, "Processing of circumferential temperature distributions for the detection of gas turbine burner malfunctions", paper ASME 96-GT-103, 41th ASME International Gas Turbine and Aeroengine Congress and Exposition, June 1996, Birmingham, UK.