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Volumn 134, Issue 1, 2012, Pages

Nonlinear fault diagnosis of jet engines by using a multiple model-based approach

Author keywords

[No Author keywords available]

Indexed keywords

ACTUATOR FAULT; DETECTION FILTER; FAULT MODES; HIERARCHICAL ARCHITECTURES; MAXIMUM PROBABILITY; MODEL BASED APPROACH; MODES OF OPERATION; MULTIPLE MODELS; NON-LINEAR MODEL; NONLINEAR FAULTS; OPERATING MODES; PERFORMANCE CALCULATION; PERMANENT FAULTS; SIMULATION RESULT; UNSCENTED KALMAN FILTER;

EID: 80955172043     PISSN: 07424795     EISSN: 15288919     Source Type: Journal    
DOI: 10.1115/1.4004152     Document Type: Article
Times cited : (74)

References (28)
  • 1
    • 46449139811 scopus 로고    scopus 로고
    • Robust estimation and fault diagnostics for aircraft engines with uncertain model data
    • New York, NY, USA, July 11-13
    • Yedavalli, R., (2007), "Robust Estimation and Fault Diagnostics for Aircraft Engines With Uncertain Model Data", Proceedings of the American Control Conference, ACC'07, New York, NY, USA, July 11-13, pp. 2822-2827.
    • (2007) Proceedings of the American Control Conference, ACC'07 , pp. 2822-2827
    • Yedavalli, R.1
  • 2
    • 0027561002 scopus 로고
    • Model based fault diagnosis
    • Gertler, J., 1993, "Model Based Fault Diagnosis", Control Theory Adv. Technol., 9(1), pp. 259-285.
    • (1993) Control Theory Adv. Technol. , vol.9 , Issue.1 , pp. 259-285
    • Gertler, J.1
  • 3
    • 0025421966 scopus 로고
    • Fault diagnosis in dynamics systems using analytical and knowledge-based redundancy-A survey
    • Frank, P. M., 1990, "Fault Diagnosis in Dynamics Systems Using Analytical and Knowledge-Based Redundancy-A Survey", Automatica, 26(3), pp. 459-474.
    • (1990) Automatica , vol.26 , Issue.3 , pp. 459-474
    • Frank, P.M.1
  • 5
    • 80955153754 scopus 로고
    • Modelling methods for improving robustness in fault diagnosis of jet engine system
    • New Orleans, LA, USA, ASME, New York
    • Urban, L. A., 1972, "Modelling Methods for Improving Robustness in Fault Diagnosis of Jet Engine System", Proceedings of the 8th ASME Joint Propulsion Specialist Conference, New Orleans, LA, USA, ASME, New York.
    • (1972) Proceedings of the 8th ASME Joint Propulsion Specialist Conference
    • Urban, L.A.1
  • 6
    • 10244275321 scopus 로고    scopus 로고
    • Foundations of gas path analysis
    • C. H. Sieverding and K. Mathioudakis, eds., von Karman Institute, Belgium
    • Volponi, A. J., 2003, "Foundations of Gas Path Analysis", Gas Turbine Condition Monitoring and Fault Diagnosis, C. H. Sieverding and K. Mathioudakis, eds., von Karman Institute, Belgium.
    • (2003) Gas Turbine Condition Monitoring and Fault Diagnosis
    • Volponi, A.J.1
  • 7
    • 0342762071 scopus 로고    scopus 로고
    • Deterministic nonlinear observer-based approaches to fault diagnosis: A survey
    • DOI 10.1016/S0967-0661(97)00048-8, PII S0967066197000488
    • Garcia, E. A, and Frank, P. M., 1997, "Deterministic Nonlinear Observer-Based Approaches to Fault Diagnosis: A Survey", Control Eng. Pract., 5(5), pp. 663-670. (Pubitemid 27414358)
    • (1997) Control Engineering Practice , vol.5 , Issue.5 , pp. 663-670
    • Garcia, E.A.1    Frank, P.M.2
  • 8
    • 0035365658 scopus 로고    scopus 로고
    • A geometric approach to nonlinear fault detection and isolation
    • PII S0018928601051315
    • Depersis, C., and Isidori, A., 2001, "A Geometric Approach to Nonlinear Fault Detection and Isolation", IEEE Trans. Autom. Control, 46(6), pp. 853-865. (Pubitemid 32609873)
    • (2001) IEEE Transactions on Automatic Control , vol.46 , Issue.6 , pp. 853-865
    • De Persis, C.1    Isidori, A.2
  • 9
    • 2442593602 scopus 로고    scopus 로고
    • Nonlinear system fault diagnosis based on adaptive estimation
    • Xu, A., and Zhang, Q., 2004, "Nonlinear System Fault Diagnosis Based on Adaptive Estimation", Automatica, 40(7), pp. 1181-1193.
    • (2004) Automatica , vol.40 , Issue.7 , pp. 1181-1193
    • Xu, A.1    Zhang, Q.2
  • 10
    • 0033283580 scopus 로고    scopus 로고
    • Multiple model adaptive algorithms for detecting and compensating sensor and actuator/surface failures in aircraft flight control systems
    • DOI 10.1002/(SICI)1099-1239(19991 215)9:14<1051::AI D-RNC452>3.0.CO;2-0
    • Maybeck, P., 1999, "Multiple Model Adaptive Algorithms for Detecting and Compensating Sensor and Actuator/Surface Failures in Aircraft Flight Control Systems", Int. J. Robust Nonlinear Control, 9, pp. 1051-1070. (Pubitemid 32082153)
    • (1999) International Journal of Robust and Nonlinear Control , vol.9 , Issue.14 , pp. 1051-1070
    • Maybeck, P.S.1
  • 11
    • 0029394184 scopus 로고
    • Sensor/actuator failure detection in the vista F-I6 by multiple model adaptive estimation
    • Menke, T., and Maybeck, P., 1995, "Sensor/Actuator Failure Detection in the Vista F-I6 by Multiple Model Adaptive Estimation", IEEE Trans. Aerosp. Electron. Syst, 31(4), pp. 1218-1229.
    • (1995) IEEE Trans. Aerosp. Electron. Syst , vol.31 , Issue.4 , pp. 1218-1229
    • Menke, T.1    Maybeck, P.2
  • 12
    • 0033342108 scopus 로고    scopus 로고
    • Interacting multiple-model based fault detection, diagnosis and fault-tolerant control approach
    • Zhan, Y., and Jiang, J., 1999, "An Interacting Multiple-Model Based Fault Detection, Diagnosis and Fault-Tolerant Control Approach", Proceedings of the.38th IEEE Conference on Decision and Control, Phoenix, AZ, USA, December 7-10, IEEE, New York, pp. 3593-3598. (Pubitemid 30575131)
    • (1999) Proceedings of the IEEE Conference on Decision and Control , vol.4 , pp. 3593-3598
    • Zhang Youmin1    Jiang Jin2
  • 13
    • 0037390390 scopus 로고    scopus 로고
    • Online multiple-model-based fault diagnosis and accommodation
    • Yen, G. G. and Ho, L., 2003, "Online Multiple-Model-Based Fault Diagnosis and Accommodation". IEEE Trans. Ind. Electron., 50(2), pp. 296-312.
    • (2003) IEEE Trans. Ind. Electron. , vol.50 , Issue.2 , pp. 296-312
    • Yen, G.G.1    Ho, L.2
  • 15
    • 0346317322 scopus 로고    scopus 로고
    • Application of a bank of kalman filters for aircraft engine fault diagnostics
    • Turbo Expo 2003, Atlanta, GA, USA, June 16-19, ASME, New York
    • Kobayashi, T., and Simon, D. L., 2003, "Application of a Bank of Kalman Filters for Aircraft Engine Fault Diagnostics", ASME Conference Proceeding, Turbo Expo 2003, Atlanta, GA, USA, June 16-19, ASME, New York, pp. 461-470.
    • (2003) ASME Conference Proceeding , pp. 461-470
    • Kobayashi, T.1    Simon, D.L.2
  • 16
    • 34848918450 scopus 로고    scopus 로고
    • Hybrid Kalman filter approach for aircraft engine in-flight diagnostics: Sensor fault detection case
    • DOI 10.1115/1.2718572
    • Kobayashi, T., and Simon, D. L., 2007, "Hybrid Kalman Filter Approach for Aircraft Engine in-Flight Diagnostics: Sensor Fault Detection Case", ASME J. Eng. Gas Turbines Power, 129(3), pp. 746-754. (Pubitemid 47490598)
    • (2007) Journal of Engineering for Gas Turbines and Power , vol.129 , Issue.3 , pp. 746-754
    • Kobayashi, T.1    Simon, D.L.2
  • 17
    • 44149121925 scopus 로고    scopus 로고
    • A comparison of filtering approaches for aircraft engine health estimation
    • DOI 10.1016/j.ast.2007.06.002, PII S1270963807000818
    • Simon, D., 2008, "A Comparison of Filtering Approaches for Aircraft Engine Health Estimation", Aerosp. Sci. Technol., 12(4), pp. 276-284. (Pubitemid 351718550)
    • (2008) Aerospace Science and Technology , vol.12 , Issue.4 , pp. 276-284
    • Simon, D.1
  • 18
    • 80955153752 scopus 로고    scopus 로고
    • Fault diagnosis of jet engines by using a multiple model-based approach
    • Glasgow, Scotland, June 14-18, ASME, New York
    • Meskin, N., Naderi, E., and Khorasani, K., 2010, "Fault Diagnosis of Jet Engines by Using a Multiple Model-Based Approach", ASME Conference Proceedings, Turbo Expo 2010, Glasgow, Scotland, June 14-18, ASME, New York, pp. 319-329.
    • (2010) ASME Conference Proceedings, Turbo Expo 2010 , pp. 319-329
    • Meskin, N.1    Naderi, E.2    Khorasani, K.3
  • 20
    • 0030193147 scopus 로고    scopus 로고
    • An MMAE failure detection system for the F-16
    • Eide, P., and Maybeck, P., 1996, "An MMAE Failure Detection System for the F-16", IEEE Trans. Aerosp. Electron. Syst. Mag., 32(3), pp. 1125-1136.
    • (1996) IEEE Trans. Aerosp. Electron. Syst. Mag. , vol.32 , Issue.3 , pp. 1125-1136
    • Eide, P.1    Maybeck, P.2
  • 22
    • 77953185741 scopus 로고    scopus 로고
    • Gasturbolib: Simulink library for gas turbine engine modeling
    • Turbo Expo 2009, June 8-12, Orlando, FL, USA, ASME, New York
    • Panov, V., 2009, "Gasturbolib: Simulink library for gas turbine engine modeling", ASME Conference Proceedings, Turbo Expo 2009, June 8-12, Orlando, FL, USA, ASME, New York, pp. 555-565.
    • (2009) ASME Conference Proceedings , pp. 555-565
    • Panov, V.1
  • 23
    • 0028419875 scopus 로고
    • Fault diagnosis in gas turbines using a model-based technique
    • Merrington, G. L., 1994, "Fault Diagnosis in Gas Turbines Using a Model-Based Technique", J. Eng. Gas Turbines Power, 116(2), pp. 374-380.
    • (1994) J. Eng. Gas Turbines Power , vol.116 , Issue.2 , pp. 374-380
    • Merrington, G.L.1
  • 24
    • 33645765502 scopus 로고    scopus 로고
    • A generic approach for gas turbine adaptive modeling
    • Visser, W. P. J., Kogenhop, O., and Oostveen, M., 2006, "A Generic Approach for Gas Turbine Adaptive Modeling", J. Eng. Gas Turbines Power, 128(1), pp. 13-19.
    • (2006) J. Eng. Gas Turbines Power , vol.128 , Issue.1 , pp. 13-19
    • Visser, W.P.J.1    Kogenhop, O.2    Oostveen, M.3
  • 25
    • 80955163290 scopus 로고    scopus 로고
    • Fault diagnosis of gas turbine engines by using dynamic neural networks
    • Glasgow, Scotland, June 14-18, ASME, New York
    • Mohammadi, R., Naderi, E., Khorasani, K., and Hashtrudi-Zad, S., 2010, "Fault Diagnosis of Gas Turbine Engines by Using Dynamic Neural Networks", ASME Conference Proceedings, Turbo Expo 2010, Glasgow, Scotland, June 14-18, ASME, New York, pp. 365-376.
    • (2010) ASME Conference Proceedings, Turbo Expo 2010 , pp. 365-376
    • Mohammadi, R.1    Naderi, E.2    Khorasani, K.3    Hashtrudi-Zad, S.4
  • 26
    • 78149385805 scopus 로고    scopus 로고
    • Extending gas path analysis coverage for other fault conditions
    • C. H. Sieverding and K. Mathioudakis, eds., von Karman Isntitute, Belgium
    • Volponi, A. J., 2003, "Extending Gas Path Analysis Coverage for Other Fault Conditions, ". Gas Turbine Condition Monitoring and Fault Diagnosis, C. H. Sieverding and K. Mathioudakis, eds., von Karman Isntitute, Belgium.
    • (2003) Gas Turbine Condition Monitoring and Fault Diagnosis
    • Volponi, A.J.1
  • 27
    • 80955163289 scopus 로고    scopus 로고
    • Probabilistic methods for gas turbine fault diagnostics
    • C. H. Sieverding and K Mathioudakis, eds., von Karman Isntitute, Belgium
    • Mathioudakis, K., Romessis, C., and Stamatis, A., 2003, "Probabilistic Methods for Gas Turbine Fault Diagnostics", Gas Turbine Condition Monitoring and Fault Diagnosis, C. H. Sieverding and K Mathioudakis, eds., von Karman Isntitute, Belgium.
    • (2003) Gas Turbine Condition Monitoring and Fault Diagnosis
    • Mathioudakis, K.1    Romessis, C.2    Stamatis, A.3
  • 28
    • 44649122952 scopus 로고    scopus 로고
    • Applying the unscented kalman filter for nonlinear state estimation
    • Kandepu, R., Foss, B., and Imsland, L., 2008, "Applying the Unscented Kalman Filter for Nonlinear State Estimation", J. Process Control, 18(7-8), pp. 753-768.
    • (2008) J. Process Control , vol.18 , Issue.7-8 , pp. 753-768
    • Kandepu, R.1    Foss, B.2    Imsland, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.