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Volumn , Issue , 2002, Pages 236-241

Advanced engine diagnostics using artificial neural networks

Author keywords

Diagnostics; Gas turbines; Neural networks

Indexed keywords

AIRCRAFT ENGINES; ARTIFICIAL INTELLIGENCE; DIGITAL STORAGE; GASES; MARINE APPLICATIONS; MECHANICAL DRIVES; NEURAL NETWORKS; PLASMA DIAGNOSTICS; REGRESSION ANALYSIS; SHIP PROPULSION;

EID: 82055177396     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICAIS.2002.1048094     Document Type: Conference Paper
Times cited : (10)

References (12)
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    • (1991) International Joint Conference on Neural Networks
    • Guo, T.-H.1    Nurre, J.2
  • 2
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    • Sensor Validation for Turbofan Engines Using an Autoassociative Neural Network (AIAA-96-3926)
    • San Diego, CA, 29-31 July
    • Guo, T-H., J. Saus, C-F. Lin, and J-H. Ge. Sensor Validation for Turbofan Engines Using an Autoassociative Neural Network (AIAA-96-3926), AIAA Guidance Navigation and Control Conference, San Diego, CA, 29-31 July, 1996.
    • (1996) AIAA Guidance Navigation and Control Conference
    • Guo, T.-H.1    Saus, J.2    Lin, C.-F.3    Ge, J.-H.4
  • 3
    • 0034248819 scopus 로고    scopus 로고
    • Fault Diagnosis in Power Plant Using Neural Networks
    • Simani, S., and C. Fantuzzi. 2000. Fault Diagnosis in Power Plant Using Neural Networks. Information Sciences Vol. 127: p.125-36.
    • (2000) Information Sciences , vol.127 , pp. 125-136
    • Simani, S.1    Fantuzzi, C.2
  • 4
    • 0036538125 scopus 로고    scopus 로고
    • Multiple-sensor fault-diagnoses for a 2-shaft stationary gas-turbine
    • Ogaji, S. O. T., R. Singh, and S. D. Probert. 2002. Multiple-sensor fault-diagnoses for a 2-shaft stationary gas-turbine. Applied Energy Vol. 71: p. 321-39.
    • (2002) Applied Energy , vol.71 , pp. 321-339
    • Ogaji, S.O.T.1    Singh, R.2    Probert, S.D.3
  • 6
    • 0026899191 scopus 로고
    • Use of Artificial Neural Networks to Analyze Nuclear Power Plant Performance
    • Guo, Z, and R. E. Uhrig. 1992. Use of Artificial Neural Networks to Analyze Nuclear Power Plant Performance . Nuclear Technology Vol. 99: p. 36-42.
    • (1992) Nuclear Technology , vol.99 , pp. 36-42
    • Guo, Z.1    Uhrig, R.E.2
  • 7
    • 0028375622 scopus 로고
    • Incipient Fault Detection and Identification in Progress Systems Using Accelerated Neural Network Learning
    • Parlos, A. G., J. Muthusami, and A. F. Atiya. 1994. Incipient Fault Detection and Identification in Progress Systems Using Accelerated Neural Network Learning. Nuclear Technology Vol. 105: p. 145.
    • (1994) Nuclear Technology , vol.105 , pp. 145
    • Parlos, A.G.1    Muthusami, J.2    Atiya, A.F.3
  • 8
    • 84963856553 scopus 로고    scopus 로고
    • Fault Diagnosis of a Turbofan Engine Using Neural Networks: A Quantitative Approach (AIAA 98-3602)
    • Cleveland, OH, 13-15 July
    • Zedda, M., and R. Singh. Fault Diagnosis of a Turbofan Engine Using Neural Networks: A Quantitative Approach (AIAA 98-3602), 34th AIAA/ASME/SAE/ASEE Joint Propulsion Conference & Exhibit, Cleveland, OH, 13-15 July, 1998.
    • (1998) 34th AIAA/ASME/SAE/ASEE Joint Propulsion Conference & Exhibit
    • Zedda, M.1    Singh, R.2
  • 9
    • 0031233479 scopus 로고    scopus 로고
    • Artificial Neural Network Based Fault Diagnostics of Rotating Machinery Using Wavelet Transforms as a Preprocessor
    • Paya, B. A., I. I. Esat, and M. N. N Badi. 1997. Artificial Neural Network Based Fault Diagnostics of Rotating Machinery Using Wavelet Transforms as a Preprocessor. Mechanical Systems and Signal Processing Vol. 11, no. 5: 751-65.
    • (1997) Mechanical Systems and Signal Processing , vol.11 , Issue.5 , pp. 751-765
    • Paya, B.A.1    Esat, I.I.2    Badi, M.N.N.3
  • 10
    • 0034941599 scopus 로고    scopus 로고
    • Neural Network Inverse Models for Propulsion Vibration Diagnostics
    • Huang, H., J. Vian, J. Choi, D. Carlson, and D. Wunsch. 2001. Neural Network Inverse Models for Propulsion Vibration Diagnostics. Proceedings of SPIE Vol. 4390: p. 12-21.
    • (2001) Proceedings of SPIE , vol.4390 , pp. 12-21
    • Huang, H.1    Vian, J.2    Choi, J.3    Carlson, D.4    Wunsch, D.5
  • 11
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    • Study of The Optimisation of Measurement Sets for Gas Path Fault Diagnosis in Gas Turbines
    • (GT-2002-30050), Amsterdam, The Netherlands, 3-6 June
    • Ogaji, S. O. T., and R. Singh. Study of The Optimisation of Measurement Sets for Gas Path Fault Diagnosis in Gas Turbines, Proceedings of ASME Turbo Expo 2002 (GT-2002-30050), Amsterdam, The Netherlands, 3-6 June, 2002.
    • (2002) Proceedings of ASME Turbo Expo 2002
    • Ogaji, S.O.T.1    Singh, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.