메뉴 건너뛰기




Volumn 32, Issue 2, 2011, Pages 321-328

Induction motor fault detection and diagnosis using a current state space pattern recognition

Author keywords

Current patterns; Fault diagnosis; Features extraction; Induction motor; Stator currents

Indexed keywords

AUTOMATIC FAULT DETECTION; COMPLEX DYNAMIC SYSTEMS; CONTINUOUS MONITORING; CURRENT PATTERNS; FAULT DIAGNOSIS; FAULT TYPES; FEATURES EXTRACTION; IMAGE IDENTIFICATION; INDUCTION MOTOR FAULT DETECTION; PHASE STATORS; STATE SPACE; STATOR CURRENTS; TIME VARIANT;

EID: 78649333577     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2010.09.010     Document Type: Article
Times cited : (31)

References (27)
  • 2
    • 0034297416 scopus 로고    scopus 로고
    • A review of induction motor signature analysis as a medium for faults detection
    • M.E.H. Benbouzid A review of induction motor signature analysis as a medium for faults detection IEEE Trans. Ind. Electron. 47 2000 984 993
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , pp. 984-993
    • Benbouzid, M.E.H.1
  • 3
    • 39849088301 scopus 로고    scopus 로고
    • Increased efficiency versus increased reliability
    • A.H. Bonnett, and C. Yung Increased efficiency versus increased reliability IEEE Ind. Appl. Mag. 14 2008 29 36
    • (2008) IEEE Ind. Appl. Mag. , vol.14 , pp. 29-36
    • Bonnett, A.H.1    Yung, C.2
  • 5
    • 55749110568 scopus 로고    scopus 로고
    • Locating rotor broken bars in induction motors using finite element method
    • J. Faiz, and B.M. Ebrahimi Locating rotor broken bars in induction motors using finite element method Energy Convers. Manage. 50 2009 125 131
    • (2009) Energy Convers. Manage. , vol.50 , pp. 125-131
    • Faiz, J.1    Ebrahimi, B.M.2
  • 6
    • 68749100882 scopus 로고    scopus 로고
    • A threestepped coordinated level set segmentation method for identifying atherosclerotic plaques on MR-images
    • O. Gloger, M. Ehrhardt, T. Dietrich, O. Hellwich, K. Graf, and E. Nagel A threestepped coordinated level set segmentation method for identifying atherosclerotic plaques on MR-images Comm. Numer. Methods Eng. 25 6 2009 615 638
    • (2009) Comm. Numer. Methods Eng. , vol.25 , Issue.6 , pp. 615-638
    • Gloger, O.1    Ehrhardt, M.2    Dietrich, T.3    Hellwich, O.4    Graf, K.5    Nagel, E.6
  • 7
    • 0034297416 scopus 로고    scopus 로고
    • A review of induction motor signature analysis as a medium for fault detection
    • B.M. Hadremi A review of induction motor signature analysis as a medium for fault detection IEEE Trans. Ind. Electron. 47 2000 984 993
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , pp. 984-993
    • Hadremi, B.M.1
  • 9
    • 33947357042 scopus 로고    scopus 로고
    • Unsupervised neural-network-based algorithm for an on-line diagnosis of three-phase induction motor stator fault
    • J.F. Martins, V.F. Pires, and A.J. Pires Unsupervised neural-network-based algorithm for an on-line diagnosis of three-phase induction motor stator fault IEEE Trans. Ind. Electron. 54 2007 259 264
    • (2007) IEEE Trans. Ind. Electron. , vol.54 , pp. 259-264
    • Martins, J.F.1    Pires, V.F.2    Pires, A.J.3
  • 10
    • 33746338247 scopus 로고    scopus 로고
    • A method to detect broken bars in induction machine using pattern recognition techniques
    • O. Ondel, E. Boutleux, and G. Clerc A method to detect broken bars in induction machine using pattern recognition techniques IEEE Trans. Ind. Appl. 42 2006 916 992
    • (2006) IEEE Trans. Ind. Appl. , vol.42 , pp. 916-992
    • Ondel, O.1    Boutleux, E.2    Clerc, G.3
  • 11
    • 0027658896 scopus 로고
    • A review on image segmentation techniques
    • N.R. Pal, and S. Pal A review on image segmentation techniques Pattern Recognition 26 9 1993 1277 1294
    • (1993) Pattern Recognition , vol.26 , Issue.9 , pp. 1277-1294
    • Pal, N.R.1    Pal, S.2
  • 12
    • 61449086282 scopus 로고    scopus 로고
    • Rotor cage fault diagnosis in three-phase induction motors based on a current and virtual flux approach
    • D.F. Pires, V.F. Pires, J.F. Martins, and A.J. Pires Rotor cage fault diagnosis in three-phase induction motors based on a current and virtual flux approach Energy Convers. Manage. 50 2009 1026 1032
    • (2009) Energy Convers. Manage. , vol.50 , pp. 1026-1032
    • Pires, D.F.1    Pires, V.F.2    Martins, J.F.3    Pires, A.J.4
  • 13
    • 0009713149 scopus 로고
    • Diagnosis of rotor faults in squirrel cage induction motors using a fuzzy logic approach
    • E. Ritchie, D. Xialan, and T. Jokinen Diagnosis of rotor faults in squirrel cage induction motors using a fuzzy logic approach Internat. Conf. Electr. Machines 2 1994 348 352
    • (1994) Internat. Conf. Electr. Machines , vol.2 , pp. 348-352
    • Ritchie, E.1    Xialan, D.2    Jokinen, T.3
  • 14
    • 1842422015 scopus 로고    scopus 로고
    • Survey over image thresholding techniques and quantitative performance evaluation
    • M. Sezgin, and B. Sankur Survey over image thresholding techniques and quantitative performance evaluation J. Electron. Imaging 13 1 2004 146 165
    • (2004) J. Electron. Imaging , vol.13 , Issue.1 , pp. 146-165
    • Sezgin, M.1    Sankur, B.2
  • 15
    • 0038825350 scopus 로고    scopus 로고
    • Stator winding turn fault detection for closed-loop induction motor drives
    • R.M. Tallam, T.G. Habetler, and R.G. Harley Stator winding turn fault detection for closed-loop induction motor drives IEEE Trans. Ind. Appl. 39 2003 720 724
    • (2003) IEEE Trans. Ind. Appl. , vol.39 , pp. 720-724
    • Tallam, R.M.1    Habetler, T.G.2    Harley, R.G.3
  • 17
    • 0035396689 scopus 로고    scopus 로고
    • Current signature analysis to detect induction motor faults
    • W.T. Thomson, and M. Fenger Current signature analysis to detect induction motor faults IEEE Ind. Appl. Mag. 7 2001 26 34
    • (2001) IEEE Ind. Appl. Mag. , vol.7 , pp. 26-34
    • Thomson, W.T.1    Fenger, M.2
  • 18
    • 0029374064 scopus 로고
    • A survey of faults on induction motors in offshore oil industry, petrochemical industry, gas terminals, and oil refineries
    • O.V. Thorsen, and M. Dalva A survey of faults on induction motors in offshore oil industry, petrochemical industry, gas terminals, and oil refineries IEEE Trans. Ind. Appl. 31 1995 1186 1196
    • (1995) IEEE Trans. Ind. Appl. , vol.31 , pp. 1186-1196
    • Thorsen, O.V.1    Dalva, M.2
  • 19
    • 0029321518 scopus 로고
    • Transient analysis of cage induction machines under stator, rotor bar and end ring faults
    • H.A. Toliyat, and T.A. Lipo Transient analysis of cage induction machines under stator, rotor bar and end ring faults IEEE Trans. Energy Convers. 10 1995 241 247
    • (1995) IEEE Trans. Energy Convers. , vol.10 , pp. 241-247
    • Toliyat, H.A.1    Lipo, T.A.2
  • 20
    • 34548017884 scopus 로고    scopus 로고
    • A novel image thresholding method based on Parzen window estimate
    • S. Wang, F. Chung, and F. Xiong A novel image thresholding method based on Parzen window estimate Pattern Recognition 41 2008 117 129
    • (2008) Pattern Recognition , vol.41 , pp. 117-129
    • Wang, S.1    Chung, F.2    Xiong, F.3
  • 21
    • 67349189485 scopus 로고    scopus 로고
    • Intelligent fault diagnosis system of induction motor based on transient current signal
    • A. Widodo, B.S. Yang, D.S. Gu, and B.K. Choi Intelligent fault diagnosis system of induction motor based on transient current signal Mechatronics 19 2009 680 689
    • (2009) Mechatronics , vol.19 , pp. 680-689
    • Widodo, A.1    Yang, B.S.2    Gu, D.S.3    Choi, B.K.4
  • 22
    • 1342286914 scopus 로고    scopus 로고
    • Induction machine fault detection using SOM-based RBF neural networks
    • S. Wu, and T.W.S. Chao Induction machine fault detection using SOM-based RBF neural networks Trans. Ind. Appl. 51 2004 183 194
    • (2004) Trans. Ind. Appl. , vol.51 , pp. 183-194
    • Wu, S.1    Chao, T.W.S.2
  • 23
    • 17644427708 scopus 로고    scopus 로고
    • A multistage adaptation thresholding method
    • F. Yan, H. Zhang, and C.R. Kube A multistage adaptation thresholding method Pattern Recognition Lett. 26 2005 1183 1191
    • (2005) Pattern Recognition Lett. , vol.26 , pp. 1183-1191
    • Yan, F.1    Zhang, H.2    Kube, C.R.3
  • 24
    • 0346686155 scopus 로고    scopus 로고
    • Unsupervised neural-network-based algorithm for an on-line diagnosis of three-phase induction motor stator fault
    • Z. Ye, B. Wu, and A. Sadeghian Unsupervised neural-network-based algorithm for an on-line diagnosis of three-phase induction motor stator fault IEEE Trans. Ind. Electron. 50 2003 1217 1228
    • (2003) IEEE Trans. Ind. Electron. , vol.50 , pp. 1217-1228
    • Ye, Z.1    Wu, B.2    Sadeghian, A.3
  • 25
    • 0029247738 scopus 로고
    • Influence of segmentation over feature measurement
    • Y.J. Zhang Influence of segmentation over feature measurement Pattern Recognition Lett. 16 1995 201 206
    • (1995) Pattern Recognition Lett. , vol.16 , pp. 201-206
    • Zhang, Y.J.1
  • 27
    • 0344443880 scopus 로고    scopus 로고
    • Induction motor stator faults diagnosis by a current concordia pattern-based fuzzy decision system
    • F. Zidani, M. Benbouzid, D. Diallo, and M. Nait-Said Induction motor stator faults diagnosis by a current concordia pattern-based fuzzy decision system IEEE Trans. Energy Convers. 18 2003 469 475
    • (2003) IEEE Trans. Energy Convers. , vol.18 , pp. 469-475
    • Zidani, F.1    Benbouzid, M.2    Diallo, D.3    Nait-Said, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.