메뉴 건너뛰기




Volumn 125, Issue 4, 2003, Pages 917-924

The use of kalman filter and neural network methodologies in gas turbine performance diagnostics: A comparative study

Author keywords

[No Author keywords available]

Indexed keywords

ENGINE SYSTEM MALFUNCTIONS; GAS TURBINE PERFORMANCE DIAGNOSTICS; MILITARY ENGINES;

EID: 10244270054     PISSN: 07424795     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.1419016     Document Type: Article
Times cited : (179)

References (27)
  • 1
    • 85069367058 scopus 로고
    • Parameter selection for multiple fault diagnostics of gas turbine engines
    • NATO, Neuilly-sur-Seine, France
    • Urban, L. A., 1974, "Parameter Selection for Multiple Fault Diagnostics of Gas Turbine Engines." AGARD Conference Proceedings, No. 165, NATO, Neuilly-sur-Seine, France.
    • (1974) AGARD Conference Proceedings , Issue.165
    • Urban, L.A.1
  • 2
    • 0006176727 scopus 로고
    • Gas path analysis applied to turbine engine conditioning monitoring
    • Urban, L. A., 1972, "Gas Path Analysis Applied to Turbine Engine Conditioning Monitoring," AIAA/SAE Paper 72-1082.
    • (1972) AIAA/SAE Paper , vol.72 , Issue.1082
    • Urban, L.A.1
  • 4
    • 85072451733 scopus 로고    scopus 로고
    • Mathematical methods of relative engine performance diagnostics
    • Volponi, A. J., and Urban, L. A., 1992, "Mathematical Methods of Relative Engine Performance Diagnostics," SAE Trans., 101; Journal of Aerospace, Technical Paper 922048.
    • (1992) SAE Trans. , vol.101
    • Volponi, A.J.1    Urban, L.A.2
  • 5
    • 85072451733 scopus 로고    scopus 로고
    • Technical Paper 922048
    • Volponi, A. J., and Urban, L. A., 1992, "Mathematical Methods of Relative Engine Performance Diagnostics," SAE Trans., 101; Journal of Aerospace, Technical Paper 922048.
    • Journal of Aerospace
  • 6
    • 84925957178 scopus 로고
    • TEMPER - A gas path analysis tool for commercial jet engines
    • Doel, D. L., 1992, "TEMPER - A Gas Path Analysis Tool for Commercial Jet Engines," ASME Paper 92-GT-315.
    • (1992) ASME Paper 92-GT-315
    • Doel, D.L.1
  • 7
    • 0027294326 scopus 로고
    • An assessment of weighted-least-squares based gas path analysis
    • Doel, D. L., 1993, "An Assessment of Weighted-Least-Squares Based Gas Path Analysis," ASME Paper 93-GT-119.
    • (1993) ASME Paper 93-GT-119
    • Doel, D.L.1
  • 8
    • 85002518840 scopus 로고
    • Jet engine fault detection with discrete operating points gas path analysis
    • Stamatis, A. et al., 1991, "Jet Engine Fault Detection With Discrete Operating Points Gas Path Analysis," J. Propul. Power, 7, No. 6.
    • (1991) J. Propul. Power , vol.7 , Issue.6
    • Stamatis, A.1
  • 9
    • 0027152806 scopus 로고
    • Fault diagnosis in gas turbines using a model based technique
    • Merrington, G. L., 1993, "Fault Diagnosis in Gas Turbines Using a Model Based Technique," ASME Paper 93-GT-13.
    • (1993) ASME Paper 93-GT-13
    • Merrington, G.L.1
  • 10
    • 13644252145 scopus 로고
    • Gas path analysis and engine performance monitoring in a chinook helicopter
    • NATO, Neuilly-sur-Seine, France
    • Glenny, D. E., 1988, "Gas Path Analysis and Engine Performance Monitoring In A Chinook Helicopter," AGARD: Engine Condition Monitoring. NATO, Neuilly-sur-Seine, France.
    • (1988) AGARD: Engine Condition Monitoring.
    • Glenny, D.E.1
  • 11
    • 13644255858 scopus 로고
    • Integrating numeric and symbolic processing for gas path maintenance
    • Winston, H., et al., 1991, "Integrating Numeric and Symbolic Processing For Gas Path Maintenance," AIAA Paper 91-0501.
    • (1991) AIAA Paper , vol.91 , Issue.501
    • Winston, H.1
  • 12
    • 0006179090 scopus 로고
    • Estimating in-fight engine performance variations using kalman filler concepts
    • Luppold, R. H., et al., 1989, "Estimating In-Fight Engine performance Variations Using Kalman Filler Concepts," AIAA Paper 89-2384.
    • (1989) AIAA Paper , vol.89 , Issue.2384
    • Luppold, R.H.1
  • 13
    • 85006049395 scopus 로고
    • In-flight performance diagnostic capability of an adaptive engine model
    • Gallops, G. W., et al., 1992, "In-Flight Performance Diagnostic Capability Of An Adaptive Engine Model," AIAA Paper 92-3746.
    • (1992) AIAA Paper , vol.92 , Issue.3746
    • Gallops, G.W.1
  • 14
    • 84924767335 scopus 로고
    • Real-time estimation of gas turbine engine damage using a control based kalman filter algorithm
    • Kerr, L. J., et al., 1991, "Real-Time Estimation of Gas Turbine Engine Damage Using a Control Based Kalman Filter Algorithm," ASME Paper 91-GT-216.
    • (1991) ASME Paper 91-GT-216
    • Kerr, L.J.1
  • 15
    • 0027987727 scopus 로고
    • Sensor error compensation in engine performance diagnostics
    • "Sensor Error Compensation in Engine Performance Diagnostics," 1994, ASME Paper No. 94-GT-058.
    • (1994) ASME Paper No. 94-GT-058
  • 16
    • 0031653279 scopus 로고    scopus 로고
    • The application of expert systems and neural networks to gas turbine prognostics and diagnostics
    • DePold, H., and Gass, F. D., 1998, "The Application of Expert Systems and Neural Networks to Gas Turbine Prognostics and Diagnostics," ASME Paper 98-GT-101.
    • (1998) ASME Paper 98-GT-101
    • DePold, H.1    Gass, F.D.2
  • 18
    • 5644289218 scopus 로고
    • Using modular neural networks to monitor accident conditions in nuclear power plants
    • The International Society for Optical Engineering, Bellingham, WA
    • Guo, Z., and Uhhrig, R. E., 1992, "Using Modular Neural Networks to Monitor Accident Conditions in Nuclear Power Plants," Proceedings of the SPIE Technical Symposium on Intelligent Information Systems, The International Society for Optical Engineering, Bellingham, WA.
    • (1992) Proceedings of the SPIE Technical Symposium on Intelligent Information Systems
    • Guo, Z.1    Uhhrig, R.E.2
  • 19
    • 0024764296 scopus 로고
    • Incipient fault diagnosis of chemical processes via artificial neural network
    • Wantanabe, K. et al., 1989, "Incipient Fault Diagnosis of Chemical Processes via Artificial Neural Network," AIChE J., 35, No. 11.
    • (1989) AIChE J. , vol.35 , Issue.11
    • Wantanabe, K.1
  • 20
    • 0026624071 scopus 로고
    • Using additive noise in back propagation training
    • Holmstrom, L., and Koistinen, P., 1992, "Using Additive Noise in Back Propagation Training," IEEE Trans. Neural Netw., 3, No. 1.
    • (1992) IEEE Trans. Neural Netw. , vol.3 , Issue.1
    • Holmstrom, L.1    Koistinen, P.2
  • 23
    • 0025489075 scopus 로고
    • The self-organizing map
    • IEEE, New York
    • Kohonen, T., 1990, "The Self-Organizing Map," Proc. IEEE, 78, IEEE, New York.
    • (1990) Proc. IEEE , pp. 78
    • Kohonen, T.1
  • 24
    • 0343136966 scopus 로고
    • Optimization by simulated annealing: Quantitative studies
    • Kirkpatrick, S., 1984, "Optimization by Simulated Annealing: Quantitative Studies," J. Stat. Phys., 34.
    • (1984) J. Stat. Phys. , pp. 34
    • Kirkpatrick, S.1
  • 25
    • 0001578518 scopus 로고
    • A learning algorithm for boltzmann machines
    • Cognitive Science Society, Cincinnati, OH
    • Ackley, D. H., Hinton, G. E., and Sejnowski, T. J., 1985, "A Learning Algorithm for Boltzmann Machines," Cognitive Science, Vol. 9, Cognitive Science Society, Cincinnati, OH.
    • (1985) Cognitive Science , vol.9
    • Ackley, D.H.1    Hinton, G.E.2    Sejnowski, T.J.3
  • 26
    • 0000621802 scopus 로고
    • Multivariate function interpolation and adaptive networks
    • Complex Systems Publications, Champaign, IL
    • Broomhead, D. S., and Lowe, D., 1988, "Multivariate Function Interpolation and Adaptive Networks," Complex Systems, Vol. 2, Complex Systems Publications, Champaign, IL.
    • (1988) Complex Systems , vol.2
    • Broomhead, D.S.1    Lowe, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.