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Volumn 56, Issue 5, 2009, Pages 1774-1781

Predicting future states with n-dimensional markov chains for fault diagnosis

Author keywords

Engines; Fault diagnosis; Lubrication; Maintenance engineering; Marine equipment; Petroleum; Spectroscopy; Time series analysis; Vibrations

Indexed keywords

FAULT DIAGNOSIS; MAINTENANCE ENGINEERING; MARINE EQUIPMENT; PETROLEUM; VIBRATIONS;

EID: 66149128148     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2008.2011306     Document Type: Article
Times cited : (15)

References (38)
  • 1
    • 0002082878 scopus 로고
    • Condition-based maintenance: Tools and decision making
    • A. Tsang, "Condition-based maintenance: Tools and decision making," J. Qual. Maint. Eng., vol. 1, no. 3, pp. 3-17, 1995.
    • (1995) J. Qual. Maint. Eng , vol.1 , Issue.3 , pp. 3-17
    • Tsang, A.1
  • 2
    • 0036435588 scopus 로고    scopus 로고
    • Maintenance practices in Hong Kong and the use of the intelligent scheduler
    • P. Tse, "Maintenance practices in Hong Kong and the use of the intelligent scheduler," J. Qual. Maint. Eng., vol. 8, no. 4, pp. 369-380, 2002.
    • (2002) J. Qual. Maint. Eng , vol.8 , Issue.4 , pp. 369-380
    • Tse, P.1
  • 3
    • 56349166102 scopus 로고    scopus 로고
    • Influence of low cylinder consumption on operating cost for 2-stroke engines
    • Kyoto, Japan
    • J. Dragsted and O. Bergeson, "Influence of low cylinder consumption on operating cost for 2-stroke engines," in Proc. Int. Council Combustion Engines, CIMAC Congr., Kyoto, Japan, 2004, vol. 9.
    • (2004) Proc. Int. Council Combustion Engines, CIMAC Congr , vol.9
    • Dragsted, J.1    Bergeson, O.2
  • 4
    • 85008016948 scopus 로고    scopus 로고
    • Special section on motor fault detection and diagnosis
    • Oct
    • M. Chow, "Special section on motor fault detection and diagnosis," IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 982-983, Oct. 2000.
    • (2000) IEEE Trans. Ind. Electron , vol.47 , Issue.5 , pp. 982-983
    • Chow, M.1
  • 5
    • 33645701360 scopus 로고    scopus 로고
    • Data-mining-based system for prediction of water chemistry faults
    • Apr
    • A. Kusiak and S. Shah, "Data-mining-based system for prediction of water chemistry faults," IEEE Trans. Ind. Electron., vol. 53, no. 2, pp. 593-603, Apr. 2006.
    • (2006) IEEE Trans. Ind. Electron , vol.53 , Issue.2 , pp. 593-603
    • Kusiak, A.1    Shah, S.2
  • 6
    • 56349158669 scopus 로고    scopus 로고
    • An intelligent fault diagnostic tool formarine diesel engine system by neural network with fuzzy modification
    • K. Yu, "An intelligent fault diagnostic tool formarine diesel engine system by neural network with fuzzy modification," Mar. Res. J., vol. 10, pp. 91-102, 2001.
    • (2001) Mar. Res. J , vol.10 , pp. 91-102
    • Yu, K.1
  • 7
    • 0031654333 scopus 로고    scopus 로고
    • Predictive maintenance techniques and their relevance to construction plant
    • D. Edwards, G. Holt, and F. Harris, "Predictive maintenance techniques and their relevance to construction plant," J. Qual. Maint., vol. 4, no. 1, pp. 25-37, 1998.
    • (1998) J. Qual. Maint , vol.4 , Issue.1 , pp. 25-37
    • Edwards, D.1    Holt, G.2    Harris, F.3
  • 8
    • 33749515602 scopus 로고    scopus 로고
    • A comparative experimental study on the diagnostic and prognostic capabilities of acoustics emission, vibration and spectrometric oil analysis for spur gears
    • C. Tan, P. Irving, and D. Mba, "A comparative experimental study on the diagnostic and prognostic capabilities of acoustics emission, vibration and spectrometric oil analysis for spur gears," Mech. Syst. Signal Process., vol. 21, no. 1, pp. 208-233, 2007.
    • (2007) Mech. Syst. Signal Process , vol.21 , Issue.1 , pp. 208-233
    • Tan, C.1    Irving, P.2    Mba, D.3
  • 9
    • 33747432971 scopus 로고    scopus 로고
    • A study of the tribological behaviour of piston ring/cylinder liner interaction in diesel engines using acoustic emission
    • R. Douglas, J. Steel, and R. Reuben, "A study of the tribological behaviour of piston ring/cylinder liner interaction in diesel engines using acoustic emission," Tribol. Int., vol. 39, no. 12, pp. 1634-1642, 2006.
    • (2006) Tribol. Int , vol.39 , Issue.12 , pp. 1634-1642
    • Douglas, R.1    Steel, J.2    Reuben, R.3
  • 10
    • 0041419453 scopus 로고    scopus 로고
    • Application of grey modeling method to fitting and forecasting wear trend of marine diesel engines
    • Oct
    • H. Zhang, Z. Li, and Z. Chen, "Application of grey modeling method to fitting and forecasting wear trend of marine diesel engines," Tribol. Int., vol. 36, no. 10, pp. 753-756, Oct. 2003.
    • (2003) Tribol. Int , vol.36 , Issue.10 , pp. 753-756
    • Zhang, H.1    Li, Z.2    Chen, Z.3
  • 11
    • 0034353629 scopus 로고    scopus 로고
    • Research on an on-line wear condition monitoring system for marine diesel engine
    • Dec
    • Y. Liu, Z. Liu, Y. Xie, and Z. Yao, "Research on an on-line wear condition monitoring system for marine diesel engine," Tribol. Int. vol. 33, no. 12, pp. 829-835, Dec. 2000.
    • (2000) Tribol. Int , vol.33 , Issue.12 , pp. 829-835
    • Liu, Y.1    Liu, Z.2    Xie, Y.3    Yao, Z.4
  • 12
    • 85072433166 scopus 로고    scopus 로고
    • Wear rate determination for IC engine condition monitoring; results obtained in an urban transport fleet
    • B. Tormos, V. Macian, P. Olmeda, and L. Montoro, "Wear rate determination for IC engine condition monitoring; results obtained in an urban transport fleet," SAE Trans., vol. 113, no. 3, pp. 1308-1314, 2004.
    • (2004) SAE Trans , vol.113 , Issue.3 , pp. 1308-1314
    • Tormos, B.1    Macian, V.2    Olmeda, P.3    Montoro, L.4
  • 13
    • 0042009280 scopus 로고    scopus 로고
    • Analytical approach to wear rate determination for internal combustion engine condition monitoring based on oil analysis
    • Oct
    • V. Macian, B. Tormos, P. Olmeda, and L. Montoro, "Analytical approach to wear rate determination for internal combustion engine condition monitoring based on oil analysis," Tribol. Int., vol. 36, no. 10, pp. 771-776, Oct. 2003.
    • (2003) Tribol. Int , vol.36 , Issue.10 , pp. 771-776
    • Macian, V.1    Tormos, B.2    Olmeda, P.3    Montoro, L.4
  • 14
    • 0038173428 scopus 로고    scopus 로고
    • Results and benefits of an oil analysis programme for railway locomotive diesel engines
    • Jun
    • V. Macian, B. Tormos, P. Olmeda, L. Montoro, and E. Anubla, "Results and benefits of an oil analysis programme for railway locomotive diesel engines," Insight, vol. 45, no. 6, pp. 1-5, Jun. 2003.
    • (2003) Insight , vol.45 , Issue.6 , pp. 1-5
    • Macian, V.1    Tormos, B.2    Olmeda, P.3    Montoro, L.4    Anubla, E.5
  • 15
    • 9444274138 scopus 로고    scopus 로고
    • Selection of diagnostic techniques and instrumentation in a predictive maintenance program. A case study
    • Jan
    • M. Carnero, "Selection of diagnostic techniques and instrumentation in a predictive maintenance program. A case study," Decis. Support Syst., vol. 38, no. 4, pp. 539-555, Jan. 2005.
    • (2005) Decis. Support Syst , vol.38 , Issue.4 , pp. 539-555
    • Carnero, M.1
  • 16
    • 33747175060 scopus 로고    scopus 로고
    • Fuzzy logic-based expert system for diesel engine oil analysis diagnosis
    • Aug
    • V. Macian, B. Tormos, A. Sala, and J. Ramirez, "Fuzzy logic-based expert system for diesel engine oil analysis diagnosis," Insight, vol. 48, no. 8, pp. 462-469, Aug. 2006.
    • (2006) Insight , vol.48 , Issue.8 , pp. 462-469
    • Macian, V.1    Tormos, B.2    Sala, A.3    Ramirez, J.4
  • 17
    • 34249762212 scopus 로고
    • Diagnostic interpretation of results from analyses of used motor oils
    • May
    • L. Pevzner, G. Rozenburg, and V. Spirova, "Diagnostic interpretation of results from analyses of used motor oils," Chem. Technol. Fuels Oils vol. 30, no. 5, pp. 235-239, May 1994.
    • (1994) Chem. Technol. Fuels Oils , vol.30 , Issue.5 , pp. 235-239
    • Pevzner, L.1    Rozenburg, G.2    Spirova, V.3
  • 18
    • 56349123115 scopus 로고    scopus 로고
    • Element correlation analysis and its application on condition monitoring and fault diagnosis of diesel engines
    • Hamburg, Germany
    • K. Qi, S. Zhang, and X. Zhang, "Element correlation analysis and its application on condition monitoring and fault diagnosis of diesel engines," in Proc. CIMAC Congr., Hamburg, Germany, 2001, pp. 1165-1171.
    • (2001) Proc. CIMAC Congr , pp. 1165-1171
    • Qi, K.1    Zhang, S.2    Zhang, X.3
  • 19
    • 33947221339 scopus 로고    scopus 로고
    • Online diagnosis of induction motors using MCSA
    • Dec
    • J. Jung, J. Lee, and B. Kwon, "Online diagnosis of induction motors using MCSA," IEEE Trans. Ind. Electron., vol. 53, no. 6, pp. 1842-1852, Dec. 2006.
    • (2006) IEEE Trans. Ind. Electron , vol.53 , Issue.6 , pp. 1842-1852
    • Jung, J.1    Lee, J.2    Kwon, B.3
  • 20
    • 85008016637 scopus 로고    scopus 로고
    • Synergistic use of soft computing technologies for fault detection in gas turbine engines
    • Jul
    • O. Uluyol, K. Kim, and E. Nwadiogbu, "Synergistic use of soft computing technologies for fault detection in gas turbine engines," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 36, no. 4, pp. 476-484, Jul. 2006.
    • (2006) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.36 , Issue.4 , pp. 476-484
    • Uluyol, O.1    Kim, K.2    Nwadiogbu, E.3
  • 21
    • 66149127197 scopus 로고    scopus 로고
    • Diagnostico de motores marinos y de cogeneracion mediante el analisis del lubricante,
    • M.S. thesis, Universidad Politecnica de Valencia, Valencia, Spain
    • R. Rodriguez-Monino, "Diagnostico de motores marinos y de cogeneracion mediante el analisis del lubricante," M.S. thesis, Universidad Politecnica de Valencia, Valencia, Spain, 2008.
    • (2008)
    • Rodriguez-Monino, R.1
  • 23
    • 36248992266 scopus 로고    scopus 로고
    • Automated fault detection and diagnosis in mechanical systems
    • Nov
    • S. Huang, K. Tan, and T. Lee, "Automated fault detection and diagnosis in mechanical systems," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 37, no. 6, pp. 1360-1364, Nov. 2007.
    • (2007) IEEE Trans. Syst., Man, Cybern. C, Appl. Rev , vol.37 , Issue.6 , pp. 1360-1364
    • Huang, S.1    Tan, K.2    Lee, T.3
  • 25
    • 34047269125 scopus 로고    scopus 로고
    • Detection of signal transients using independent component analysis and its application in gearbox condition monitoring
    • Jul
    • Q. He, Z. Feng, and F. Kong, "Detection of signal transients using independent component analysis and its application in gearbox condition monitoring," Mech. Syst. Signal Process., vol. 21, no. 5, pp. 2056-2071, Jul. 2007.
    • (2007) Mech. Syst. Signal Process , vol.21 , Issue.5 , pp. 2056-2071
    • He, Q.1    Feng, Z.2    Kong, F.3
  • 26
    • 0032688141 scopus 로고    scopus 로고
    • Efficient time series matching by wavelets
    • Online, Available
    • K. Chan and A. Fu, "Efficient time series matching by wavelets," in Proc. ICDE, 1999, pp. 126-133. [Online]. Available: http://citeseer.ist.psu.edu/chan99efficient.html
    • (1999) Proc. ICDE , pp. 126-133
    • Chan, K.1    Fu, A.2
  • 27
    • 21044431938 scopus 로고    scopus 로고
    • Multi-scale statistical process monitoring in machining
    • Jun
    • X. Li and X. Yao, "Multi-scale statistical process monitoring in machining," IEEE Trans. Ind. Electron., vol. 52, no. 3, pp. 924-927, Jun. 2005.
    • (2005) IEEE Trans. Ind. Electron , vol.52 , Issue.3 , pp. 924-927
    • Li, X.1    Yao, X.2
  • 29
    • 33947223448 scopus 로고    scopus 로고
    • Improving automatic detection of defects in castings by applying wavelet technique
    • Dec
    • X. Li, K. Tso, X. Guan, and Q. Huang, "Improving automatic detection of defects in castings by applying wavelet technique," IEEE Trans. Ind. Electron., vol. 53, no. 6, pp. 1927-1934, Dec. 2006.
    • (2006) IEEE Trans. Ind. Electron , vol.53 , Issue.6 , pp. 1927-1934
    • Li, X.1    Tso, K.2    Guan, X.3    Huang, Q.4
  • 30
    • 0032676070 scopus 로고    scopus 로고
    • On the selection of informative wavelets for machinery diagnosis
    • Jan
    • B. Liu and S. Ling, "On the selection of informative wavelets for machinery diagnosis," Mech. Syst. Signal Process., vol. 13, no. 1, pp. 145-162, Jan. 1999.
    • (1999) Mech. Syst. Signal Process , vol.13 , Issue.1 , pp. 145-162
    • Liu, B.1    Ling, S.2
  • 31
    • 85040241330 scopus 로고    scopus 로고
    • Dimensionality reduction for fast similarity search in large time series databases
    • Online, Available
    • E. Keogh, K. Chakrabarti, M. Pazzani, and S. Mehrotra, "Dimensionality reduction for fast similarity search in large time series databases," Knowl. Inf. Syst., vol. 3, no. 3, pp. 263-286, 2001. [Online]. Available: Citeseer.ist.psu.edu/keogh00dimensionality.html
    • (2001) Knowl. Inf. Syst , vol.3 , Issue.3 , pp. 263-286
    • Keogh, E.1    Chakrabarti, K.2    Pazzani, M.3    Mehrotra, S.4
  • 32
    • 0141463039 scopus 로고    scopus 로고
    • Finding surprising patterns in a time series database in linear time and space
    • E. Keogh, S. Lonardi, and B. Chiu, "Finding surprising patterns in a time series database in linear time and space," in Proc. ACM Knowl. Discovery Data Mining, 2002, pp. 550-556.
    • (2002) Proc. ACM Knowl. Discovery Data Mining , pp. 550-556
    • Keogh, E.1    Lonardi, S.2    Chiu, B.3
  • 33
    • 33746921193 scopus 로고    scopus 로고
    • Finding unusual medical time-series subsequences: Algorithms and applications
    • Jul
    • E. Keogh, J. Lin, A. Fu, and H. V. Herle, "Finding unusual medical time-series subsequences: Algorithms and applications," IEEE Trans. Inf. Technol. Biomed., vol. 10, no. 3, pp. 429-439, Jul. 2006.
    • (2006) IEEE Trans. Inf. Technol. Biomed , vol.10 , Issue.3 , pp. 429-439
    • Keogh, E.1    Lin, J.2    Fu, A.3    Herle, H.V.4
  • 34
    • 84890514466 scopus 로고    scopus 로고
    • New time series data representation ESAX for financial applications
    • B. Lkhagva, Y. Suzuki, and K. Kawagoe, "New time series data representation ESAX for financial applications," in Proc. ICDE Workshops, 2006, p. X-115.
    • (2006) Proc. ICDE Workshops
    • Lkhagva, B.1    Suzuki, Y.2    Kawagoe, K.3
  • 36
    • 0001704377 scopus 로고
    • On-line construction of suffix trees
    • Online, Available
    • E. Ukkonen, "On-line construction of suffix trees," Algorithmica vol. 14, no. 3, pp. 249-260, 1995. [Online]. Available: citeseer.ist.psu.edu/ukkonen95line.html
    • (1995) Algorithmica , vol.14 , Issue.3 , pp. 249-260
    • Ukkonen, E.1
  • 38
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • R. Kalman, "A new approach to linear filtering and prediction problems," Trans. ASME, J. Basic Eng., vol. 82, no. 1, pp. 35-45, 1960.
    • (1960) Trans. ASME, J. Basic Eng , vol.82 , Issue.1 , pp. 35-45
    • Kalman, R.1


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