메뉴 건너뛰기




Volumn 26, Issue 8, 2013, Pages 1919-1929

Fault detection and diagnosis in synchronous motors using hidden Markov model-based semi-nonparametric approach

Author keywords

Fault detection; Fault diagnosis; Hidden; Markov model; Nonparametric approach; Synchronous motors

Indexed keywords

CLASSIFICATION ACCURACY; DETECTION AND DIAGNOSIS; FAULT DETECTION AND DIAGNOSIS; HIDDEN; MARKOV MODEL; MODEL-BASED FAULT DIAGNOSIS; NONPARAMETRIC APPROACHES; OVERALL EQUIPMENT EFFECTIVENESS;

EID: 84880794979     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2013.06.005     Document Type: Article
Times cited : (31)

References (26)
  • 4
    • 31144473375 scopus 로고    scopus 로고
    • The use of features selection and nearest neighbors rule for faults diagnostic in induction motors
    • DOI 10.1016/j.engappai.2005.07.004, PII S0952197605000904
    • R. Casimir, E. Boutleux, G. Clerc, and A. Yahoui The use of features selection and nearest neighbors rule for faults diagnostic in induction motors Eng. Appl. Artif. Intell. 19 2 2006 169 177 (Pubitemid 43124070)
    • (2006) Engineering Applications of Artificial Intelligence , vol.19 , Issue.2 , pp. 169-177
    • Casimir, R.1    Boutleux, E.2    Clerc, G.3    Yahoui, A.4
  • 7
    • 78649672225 scopus 로고    scopus 로고
    • A review on time series data mining
    • T.C. Fu A review on time series data mining Eng. Appl. Artif. Intell. 24 1 2011 164 181
    • (2011) Eng. Appl. Artif. Intell. , vol.24 , Issue.1 , pp. 164-181
    • Fu, T.C.1
  • 8
    • 77954867120 scopus 로고    scopus 로고
    • Diagnosis of bearing faults in induction machines by vibration or current signals a critical comparison
    • F. Immovilli, A. Bellini, R. Rubini, and C. Tassoni Diagnosis of bearing faults in induction machines by vibration or current signals a critical comparison IEEE Trans. Ind. Appl. 46 4 2010 1350 1359
    • (2010) IEEE Trans. Ind. Appl. , vol.46 , Issue.4 , pp. 1350-1359
    • Immovilli, F.1    Bellini, A.2    Rubini, R.3    Tassoni, C.4
  • 9
    • 79960587660 scopus 로고    scopus 로고
    • Development of EBP-artificial neural network expert system for rolling element bearing fault diagnosis
    • P. Jayaswal, S.N. Verma, and A.K. Wadhwani Development of EBP-artificial neural network expert system for rolling element bearing fault diagnosis J. Vib. Control. 17 2011 1131 1148
    • (2011) J. Vib. Control. , vol.17 , pp. 1131-1148
    • Jayaswal, P.1    Verma, S.N.2    Wadhwani, A.K.3
  • 10
    • 14844285758 scopus 로고    scopus 로고
    • Exact indexing of dynamic time warping
    • E. Keogh, and C.A. Ratanamahatana Exact indexing of dynamic time warping Knowl. Inf. Syst. 7 3 2005 358 368
    • (2005) Knowl. Inf. Syst. , vol.7 , Issue.3 , pp. 358-368
    • Keogh, E.1    Ratanamahatana, C.A.2
  • 11
    • 64049098473 scopus 로고    scopus 로고
    • Application of an intelligent classification method to mechanical fault diagnosis
    • Y. Lei, Z. He, and Y. Zi Application of an intelligent classification method to mechanical fault diagnosis Expert. Syst. Appl. 36 6 2009 9941 9948
    • (2009) Expert. Syst. Appl. , vol.36 , Issue.6 , pp. 9941-9948
    • Lei, Y.1    He, Z.2    Zi, Y.3
  • 12
    • 4344686230 scopus 로고    scopus 로고
    • Hidden Markov model-based fault diagnostics method in speed-up and speed-down process for rotating machinery
    • Z. Li, Z. Wu, Y. He, and C. Fulei Hidden Markov model-based fault diagnostics method in speed-up and speed-down process for rotating machinery Mech. Syst. Signal Process. 19 2 2005 329 339
    • (2005) Mech. Syst. Signal Process. , vol.19 , Issue.2 , pp. 329-339
    • Li, Z.1    Wu, Z.2    He, Y.3    Fulei, C.4
  • 14
    • 0037302970 scopus 로고    scopus 로고
    • Basic vibration signal processing for bearing fault detection
    • S.A. McInerny, and Y. Dai Basic vibration signal processing for bearing fault detection IEEE Trans. Educ. 46 1 2003 149 156
    • (2003) IEEE Trans. Educ. , vol.46 , Issue.1 , pp. 149-156
    • McInerny, S.A.1    Dai, Y.2
  • 15
    • 33750498275 scopus 로고    scopus 로고
    • Condition monitoring and classification of rotating machinery using wavelets and hidden Markov models
    • DOI 10.1016/j.ymssp.2006.01.009, PII S0888327006000331
    • Q. Miao, and V. Makis Condition monitoring and classification of rotating machinery using wavelets and hidden Markov models Mech. Syst. Signal Process. 21 2 2007 840 855 (Pubitemid 44667416)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.2 , pp. 840-855
    • Miao, Q.1    Makis, V.2
  • 16
    • 29244467991 scopus 로고    scopus 로고
    • Condition monitoring and fault diagnosis of electrical motors - A review
    • DOI 10.1109/TEC.2005.847955
    • S. Nandi, H.A. Toliyat, and X. Li Condition monitoring and fault diagnosis of electrical motors - a review IEEE Trans. Energy Convers. 20 4 2005 719 729 (Pubitemid 41830047)
    • (2005) IEEE Transactions on Energy Conversion , vol.20 , Issue.4 , pp. 719-729
    • Nandi, S.1    Toliyat, H.A.2    Li, X.3
  • 17
    • 34748819869 scopus 로고    scopus 로고
    • Early classifications of bearing faults using hidden Markov models, Gaussian mixture models, Mel-frequency Cepstral coefficients and fractals
    • F.V. Nelwamondo, T. Marwala, and U. Mahola Early classifications of bearing faults using hidden Markov models, Gaussian mixture models, Mel-frequency Cepstral coefficients and fractals Int. J. Innov. Comput. Info. Control 6 2 2006 1281 1299
    • (2006) Int. J. Innov. Comput. Info. Control , vol.6 , Issue.2 , pp. 1281-1299
    • Nelwamondo, F.V.1    Marwala, T.2    Mahola, U.3
  • 19
    • 33947210318 scopus 로고    scopus 로고
    • Online tracking of bearing wear using wavelet packet decomposition and probabilistic modeling: A method for bearing prognostics
    • DOI 10.1016/j.jsv.2007.01.001, PII S0022460X07000260
    • H. Ocak, K.A. Loparo, and F.M. Discenzo Online tracking of bearing wear using wavelet packet decomposition and probabilistic modeling a method for bearing prognostics J. Sound Vib. 302 4-5 2007 951 961 (Pubitemid 46435577)
    • (2007) Journal of Sound and Vibration , vol.302 , Issue.4-5 , pp. 951-961
    • Ocak, H.1    Loparo, K.A.2    Discenzo, F.M.3
  • 20
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • L.R. Rabiner A tutorial on hidden Markov models and selected applications in speech recognition Proc. IEEE 77 2 1989 257 286
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 21
    • 2442421344 scopus 로고    scopus 로고
    • Effects of machine speed on the development and detection of rolling element bearing faults
    • J.R. Stack, T.G. Habetler, and R.G. Harley Effects of machine speed on the development and detection of rolling element bearing faults IEEE Power Electron Lett. 1 1 2003 19 21
    • (2003) IEEE Power Electron Lett. , vol.1 , Issue.1 , pp. 19-21
    • Stack, J.R.1    Habetler, T.G.2    Harley, R.G.3
  • 22
    • 5444230160 scopus 로고    scopus 로고
    • An amplitude modulation detector for fault diagnosis in rolling element bearing
    • J.R. Stack, T.G. Habetler, and R.G. Harley An amplitude modulation detector for fault diagnosis in rolling element bearing IEEE Trans. Ind. Electron. 51 5 2004 1097 1102
    • (2004) IEEE Trans. Ind. Electron. , vol.51 , Issue.5 , pp. 1097-1102
    • Stack, J.R.1    Habetler, T.G.2    Harley, R.G.3
  • 23
    • 32144464887 scopus 로고    scopus 로고
    • Fault-signature modeling and detection of inner-race bearing faults
    • DOI 10.1109/TIA.2005.861365
    • J.R. Stack, T.G. Habetler, and R.G. Harley Fault-signature modeling and detection of inner-race bearing faults IEEE Trans. Ind. Appl. 42 1 2006 61 68 (Pubitemid 43204768)
    • (2006) IEEE Transactions on Industry Applications , vol.42 , Issue.1 , pp. 61-68
    • Stack, J.R.1    Habetler, T.G.2    Harley, R.G.3
  • 24
    • 3543151400 scopus 로고    scopus 로고
    • Hidden Markov model-based process monitoring system
    • Y. Xu, and M. Ge Hidden Markov model-based process monitoring system J. Intell. Manuf. 15 3 2004 337 350
    • (2004) J. Intell. Manuf. , vol.15 , Issue.3 , pp. 337-350
    • Xu, Y.1    Ge, M.2
  • 25
    • 0141539186 scopus 로고    scopus 로고
    • New method for faults diagnosis of rotating machinery based on 2-dimension hidden Markov model
    • Hefei, China
    • Ye, D.; Ding, Q.; Wu, Z.; 2002. New method for faults diagnosis of rotating machinery based on 2-dimension hidden Markov model. In: Proceedings of the International Symposium on Precision Mechanical Measurement, vol. 4, Hefei, China, pp. 391-395.
    • (2002) Proceedings of the International Symposium on Precision Mechanical Measurement , vol.4 , pp. 391-395
    • Ye, D.1    Ding, Q.2    Wu, Z.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.