메뉴 건너뛰기




Volumn 3, Issue , 2011, Pages 251-260

A hybrid EKF-fuzzy approach to fault detection and isolation of industrial gas turbines

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RESULTS; EXPERIMENTAL DATA; FAULT DETECTION AND ISOLATION; FAULT DIAGNOSIS SYSTEMS; FUZZY CLASSIFICATION; FUZZY INFERENCE SYSTEMS; GAS PATH ANALYSIS; HEALTH PARAMETERS; HYBRID FAULT DETECTION; HYBRID METHOD; INDUSTRIAL GAS TURBINES; NOISY SENSORS; NON-LINEAR ESTIMATION; NONLINEAR SIMULATIONS; PHYSICAL FAULTS; PRE-FILTERING;

EID: 84865498992     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/GT2011-45878     Document Type: Conference Paper
Times cited : (15)

References (31)
  • 1
    • 0011716248 scopus 로고
    • Streamline curvature computing procedures for fluid-flow problems
    • Novak, R. A., 1967, "Streamline Curvature Computing Procedures for Fluid-Flow Problems", Trans. of ASME.
    • (1967) Trans. of ASME
    • Novak, R.A.1
  • 3
    • 77953200296 scopus 로고    scopus 로고
    • Development of an interactive code for design and off-design performance evaluation of gas turbines
    • Orlando, USA
    • Rezaei Zangmolk, B. and Khaledi, H., 2009, "Development of an Interactive Code for Design and Off-Design Performance Evaluation of Gas Turbines", GT2009-59483, Proc. ASME Turbo Expo, Orlando, USA, pp. 167-176.
    • (2009) GT2009-59483, Proc. ASME Turbo Expo , pp. 167-176
    • Rezaei Zangmolk, B.1    Khaledi, H.2
  • 4
    • 0036428561 scopus 로고    scopus 로고
    • Performance-analysis-based gas turbine diagnostics: A review
    • Li, Y. G., 2002, "Performance-Analysis-Based Gas Turbine Diagnostics: A Review", Instn Mech Engrs J. Power and Energy, 216, pp. 363-377.
    • (2002) Instn Mech Engrs J. Power and Energy , vol.216 , pp. 363-377
    • Li, Y.G.1
  • 5
    • 84865502286 scopus 로고
    • Gas turbine engine parameter interrelationships
    • Urban, L. A., 1967, "Gas Turbine Engine Parameter Interrelationships", HS UAC, Windsor Locks.
    • (1967) HS UAC, Windsor Locks
    • Urban, L.A.1
  • 6
    • 0016496939 scopus 로고
    • Parameter selection for multiple fault diagnostics of gas turbine engines
    • Urban, L. A., 1975, "Parameter Selection for Multiple Fault Diagnostics of Gas Turbine Engines", ASME J. Eng. Power, 97(2), pp. 225-230.
    • (1975) ASME J. Eng. Power , vol.97 , Issue.2 , pp. 225-230
    • Urban, L.A.1
  • 7
    • 10844246496 scopus 로고    scopus 로고
    • Gas turbine component fault detection from A limited number of measurements
    • Mathioudakis, K., Kamboukos Ph. and Stamatis, A., 2004, "Gas Turbine Component Fault Detection From A Limited Number Of Measurements", J. Power and Energy, 218, pp.609-618.
    • (2004) J. Power and Energy , vol.218 , pp. 609-618
    • Mathioudakis, K.1    Kamboukos, Ph.2    Stamatis, A.3
  • 8
    • 0028257588 scopus 로고
    • TEMPER - A gas-path analysis tool for commercial jet engines
    • Doel, D. L., 1994, "TEMPER - A Gas-Path Analysis Tool for Commercial Jet Engines", ASME J. Eng. Gas Turbines Power, 116 (1), pp. 82-89.
    • (1994) ASME J. Eng. Gas Turbines Power , vol.116 , Issue.1 , pp. 82-89
    • Doel, D.L.1
  • 9
    • 10244276798 scopus 로고    scopus 로고
    • Interpretation of weighted-Least-squares gas path analysis results
    • Doel, D. L., 2003, "Interpretation of Weighted-Least-Squares Gas Path Analysis Results", ASME J. Eng. Gas Turbines Power, 125(3), pp. 624-633.
    • (2003) ASME J. Eng. Gas Turbines Power , vol.125 , Issue.3 , pp. 624-633
    • Doel, D.L.1
  • 10
    • 10244270054 scopus 로고    scopus 로고
    • The use of Kalman filter and neural network methodologies in gas turbine performance diagnostics - A comparative study
    • Volponi, A. J., DePold H., Ganguli R. and Daguang C., 2003, "The Use of Kalman Filter and Neural Network Methodologies in Gas Turbine Performance Diagnostics - A Comparative Study", ASME J. Eng. Gas Turbines Power, 125(4), pp. 917-924.
    • (2003) ASME J. Eng. Gas Turbines Power , vol.125 , Issue.4 , pp. 917-924
    • Volponi, A.J.1    DePold, H.2    Ganguli, R.3    Daguang, C.4
  • 12
    • 22744436184 scopus 로고    scopus 로고
    • Evaluation of an enhanced bank of Kalman filters for in-flight aircraft engine sensor fault diagnostics
    • Kobayashi, T. and Simon, D. L., 2005, "Evaluation of an Enhanced Bank of Kalman Filters for In-Flight Aircraft Engine Sensor Fault Diagnostics", ASME J. Eng. Gas Turbines Power, 127(3), pp. 497-504.
    • (2005) ASME J. Eng. Gas Turbines Power , vol.127 , Issue.3 , pp. 497-504
    • Kobayashi, T.1    Simon, D.L.2
  • 15
    • 0028255079 scopus 로고
    • Compressor fault identification from overall performance data based on adaptive stage stacking
    • Mathioudakis, K. and Stamatis A., 1994, "Compressor Fault Identification from Overall Performance Data Based on Adaptive Stage Stacking", ASME J. Eng. Gas Turbines Power, 116(1), pp.156-164.
    • (1994) ASME J. Eng. Gas Turbines Power , vol.116 , Issue.1 , pp. 156-164
    • Mathioudakis, K.1    Stamatis, A.2
  • 16
    • 85002518840 scopus 로고
    • Jet engine fault detection with discrete operating points gas path analysis
    • Stamatis, A., Mathioudakis K., Berios G. and Papailiou, K., 1991, "Jet Engine Fault Detection with Discrete Operating Points Gas Path Analysis", J. propuslion, 7(6), pp.1043-1048.
    • (1991) J. Propuslion , vol.7 , Issue.6 , pp. 1043-1048
    • Stamatis, A.1    Mathioudakis, K.2    Berios, G.3    Papailiou, K.4
  • 18
    • 0035301323 scopus 로고    scopus 로고
    • Gas turbine compressor washing state of the art: Field experience
    • Stalder, J. P., 2001, "Gas Turbine Compressor Washing State of the Art: Field Experience", ASME J. Eng. Gas Turbines Power, 123(2), pp. 363-370.
    • (2001) ASME J. Eng. Gas Turbines Power , vol.123 , Issue.2 , pp. 363-370
    • Stalder, J.P.1
  • 19
    • 0019243815 scopus 로고
    • Losses in gas turbines due to deposits on the blading
    • Zaba, T., 1980, "Losses in Gas Turbines Due to Deposits on the Blading", Brown Boveri Review, 67(12).
    • (1980) Brown Boveri Review , vol.67 , Issue.12
    • Zaba, T.1
  • 21
    • 84890175568 scopus 로고
    • A proposed method for assessing the suceptibility of axial compressors to fouling
    • Seddigh, F. and Saravanamuttoo H. I. H., 1991, "A Proposed Method for Assessing the Suceptibility of Axial Compressors to Fouling", ASME J. Eng. Gas Turbines Power, 113(4), pp. 595-601.
    • (1991) ASME J. Eng. Gas Turbines Power , vol.113 , Issue.4 , pp. 595-601
    • Seddigh, F.1    Saravanamuttoo, H.I.H.2
  • 22
    • 11644252341 scopus 로고
    • An analysis of axial compressor fouling and blade cleaning method
    • Tarabrin, A. P., Schurovsky, V. A., Bodrov, A. I. and Stalder, J. P., 1988, "An Analysis of Axial Compressor Fouling and Blade Cleaning Method", ASME J. Turbomach, 120(2), pp. 256-261.
    • (1988) ASME J. Turbomach , vol.120 , Issue.2 , pp. 256-261
    • Tarabrin, A.P.1    Schurovsky, V.A.2    Bodrov, A.I.3    Stalder, J.P.4
  • 26
    • 0026844711 scopus 로고
    • Performance deterioration in industrial gas turbines
    • Diakunchak, I. S., 1992, "Performance Deterioration in Industrial Gas Turbines", ASME J. Eng. Gas Turbines Power, 114(2), pp. 161-168.
    • (1992) ASME J. Eng. Gas Turbines Power , vol.114 , Issue.2 , pp. 161-168
    • Diakunchak, I.S.1
  • 30
    • 10244272087 scopus 로고    scopus 로고
    • Application of fuzzy logic for fault isolation of jet engines
    • Ganguli, R., "Application of Fuzzy Logic for Fault Isolation of Jet Engines", ASME J. Eng. Gas Turbines Power, 125(3), pp. 617-623
    • ASME J. Eng. Gas Turbines Power , vol.125 , Issue.3 , pp. 617-623
    • Ganguli, R.1
  • 31
    • 85003369940 scopus 로고
    • Gas path analysis applied to turbine engine condition monitoring
    • Urban, L. A., 1973, "Gas Path Analysis Applied to Turbine Engine Condition Monitoring", AIAA J. Aircraft, 10(7), pp. 400-406
    • (1973) AIAA J. Aircraft , vol.10 , Issue.7 , pp. 400-406
    • Urban, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.