Performance-analysis-based gas turbine diagnostics: A review

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy

Volumn 216, Issue 5, 2002, Pages 363-377

  Li, Y G ^a  

^a CRANFIELD UNIVERSITY   (United Kingdom)

Author keywords

Diagnostics; Engine; Fault detection; Gas turbine; Performance; Review

Indexed keywords

AEROSPACE APPLICATIONS; INDUSTRIAL APPLICATIONS;

FAULT DIAGNOSIS;

GAS TURBINES;

AEROSPACE; GAS TURBINE; INDUSTRIAL APPLICATION; PERFORMANCE ASSESSMENT;

EID: 0036428561     PISSN: 09576509     EISSN: None     Source Type: Journal    
DOI: 10.1243/095765002320877856     Document Type: Article

References (143)

1. An advanced model based health monitoring system to reduce gas turbine ownership cost
2. Parameter selection for multiple fault diagnostics of gas turbine engines
3. Gas turbine component fault identification by means of adaptive performance modeling
4. Jet and rocket engine fault diagnosis in real time
5. Abductive diagnostic procedure based on an AND/OR/NOT graph for expected behaviour: Application to a gas turbine
6. TMDOCTOR: A fuzzy rule-and case-based expert system for turbomachinery diagnosis
7. The application of expert systems and neural networks to gas turbine prognostics and diagnostics
8. Data rectification and detection of trend shifts in jet engine gas path measurements using median filters and fuzzy logic
9. An evaluation of engine faults diagnostics using artificial neural networks, ASME 2000-GT-0029
10. Uncertainty reduction in gas turbine performance diagnostics by accounting for humidity effects
11. Turbojet engine gas path analysis - A review
12. Description of automatic gas turbine engine trends diagnostics system
13. An engine analyzer program for helicopter turboshaft powerplants
14. Gas path analysis for pipeline gas turbines
15. Gas path analysis to pre and post overhaul testing of JT9D turbofan engine
16. A gas path performance diagnostic system to reduce J75-P-17 engine overhaul costs
17. An object-oriented diagnostics computer program suitable for industrial gas turbines
18. Identification and fault diagnosis of an industrial gas turbine prototype model
19. Gas path modelling, diagnosis and sensor fault detection
20. Gas path analysis - A tool for engine condition monitoring
21. Gas path analysis of commercial aircraft engines
22. Gas path analysis - Problems and solutions
23. TEMPER - A gas-path analysis tool for commercial jet engines
24. An assessment of weighted-least-squares-based gas path analysis
25. Gas path analysis: An approach to engine diagnostics
26. COMPASS: A generalized ground-based monitoring system
27. Mathematical methods of relative engine performance diagnostics
28. The use of Kalman filter and neural network methodologies in gas turbine performance diagnostics: A comparative study
29. Discrete operating condition gas path analysis
30. Jet engine fault detection with discrete operating points gas path analysis
31. Diagnosis of turbine engine transient performance with model-based parameter estimation techniques
32. Survey of advancement in jet-engine thermodynamic simulation
33. Adaptive simulation of gas turbines performance. ASME paper 90-GT-205
34. A simplex method for function minimization
35. Optimal Measurement and health index selection for gas turbine performance status and fault diagnosis
36. Monitoring the performance of a twin-spool ship propulsion turbine by means of adaptive modeling
37. Diagnostics of gas turbine engines based on thermo-dynamic parameters
38. Diagnosis of gas turbine operations by means of the inverse cycle calculation
39. Rocket engine diagnostics using neural networks
40. F16 jet engine trending and diagnostics with neural networks
41. Neural Networks for the diagnostics of gas turbine engines
42. Incorporating neural networks into gas turbine performance diagnostics
43. An investigation of artificial neural network (ANN) in quantitative fault diagnosis for turbofan engine
44. Gas turbine engine condition monitoring using statistical and neural network methods
45. A parametric investigation of the diagnostic ability of probabilistic neural networks on turbofan engines
46. Self-organizing formation of topologically correct feature maps
47. Nearest matched filter classification of spatiotemporal patterns
48. Utilising a SIMULINK gas turbine engine model for fault diagnosis
49. A novel self-learning fault detection system for gas turbine engines
50. An intelligent fault diagnosis system for gas turbine engines
51. Adaptive self-learning fault detection system for gas turbine engines
52. Aircraft engine condition monitoring: Stochastic identification and neural networks
53. The cascade correlation learning architecture
54. A new interpretation of schema notation that overturns the binary encoding constraint
55. The role for expert systems in commercial gas turbine engine monitoring
56. Performance monitoring of gas turbines for failure prevention
57. Health monitoring of turbine engine gas path components and measurement instruments
58. HELIX: A helicopter diagnostic system based on qualitative physics
59. HELIX. A casual model-based diagnostic expert system
60. Diagnosis of dynamic systems based on explicit and implicit behavioral models: An application to gas turbine in esprit project TIGER
61. Concept demonstration of the use of interactive fault diagnosis and isolation for the TF30 engine
62. Application of expert system technology to gas path analysis of a single shaft turboprop engine
63. Naval gas turbine diagnostics
64. Fault diagnosis for a turbine engine
65. Designing diagnostic expert systems for long-term supportability
66. Effective turbine engine diagnostics
67. A qualitative physics based on confluences
68. Automated decision-analytic diagnosis of thermal performance in gas turbines
69. Decision theory in expert systems and artificial intelligence
70. Combining Bayesian belief networks with gas path analysis for test cell diagnostics and overhaul
71. Bayesian belief networks for fault identification in aircraft gas turbine engines
72. A new probabilistic risk-based fault diagnosis procedure for gas turbine engine performance
73. A probabilistic approach to the diagnosis of gas turbine engine faults
74. Critical modeling issues for prediction of turbine performance degradation: Use of a stochastic-neural-fuzzy inference system
75. Advanced test cell diagnostics for gas turbine engines
76. Application to fuzzy Petri net in fault diagnosis of gas turbine
77. Application of fuzzy logic for fault isolation of jet engines
78. Fuzzy classification for fault isolation in gas turbine engines
79. Fault diagnosis of gas turbine engines from transient data
80. Identification of dynamic characteristics for fault isolation purpose in a gas turbine using closed-loop measurements
81. Condition monitoring and diagnostic aspects of gas turbine transient response
82. Real-time estimation of gas turbine engine damage using a control-based Kalman filter algorithm
83. CF-18/F404 transient performance trending
84. Fault detection and diagnosis in gas turbines
85. Fault signatures obtained from fault implant tests on an F404 engine
86. Fault diagnosis in gas turbines using a model-based technique