메뉴 건너뛰기




Volumn 62, Issue 3, 2015, Pages 1846-1854

Induction machine bearing fault detection by means of statistical processing of the stray flux measurement

Author keywords

AC machines; ball bearings; electric machines; fast Fourier transforms; fault detection; fault diagnosis; fault location; induction motors; rotating machines; statistical analysis

Indexed keywords

ASYNCHRONOUS MACHINERY; BALL BEARINGS; BEARINGS (MACHINE PARTS); ELECTRIC FAULT CURRENTS; ELECTRIC FAULT LOCATION; ELECTRIC MACHINERY; FAILURE ANALYSIS; FAST FOURIER TRANSFORMS; INDUCTION MOTORS; PROBES; STATISTICAL METHODS; VIBRATION ANALYSIS;

EID: 84923206441     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2014.2361115     Document Type: Article
Times cited : (226)

References (44)
  • 1
    • 84903176130 scopus 로고    scopus 로고
    • Trends in fault diagnosis for electrical machines-A review of diagnostic techniques
    • Jun
    • H. Henao et al., "Trends in fault diagnosis for electrical machines-A review of diagnostic techniques," IEEE Ind. Electron. Mag., vol. 8, no. 2, pp. 31-42, Jun. 2014.
    • (2014) IEEE Ind. Electron. Mag , vol.8 , Issue.2 , pp. 31-42
    • Henao, H.1
  • 2
    • 78751666101 scopus 로고    scopus 로고
    • A survey of condition monitoring and protection methods for medium-voltage induction motors
    • Jan./Feb
    • P. Zhang, Y. Du, T. G. Habetler, and B. Lu, "A survey of condition monitoring and protection methods for medium-voltage induction motors," IEEE Trans. Ind. Appl., vol. 47, no. 1, pp. 34-46, Jan./Feb. 2011.
    • (2011) IEEE Trans. Ind. Appl , vol.47 , Issue.1 , pp. 34-46
    • Zhang, P.1    Du, Y.2    Habetler, T.G.3    Lu, B.4
  • 3
    • 79954497420 scopus 로고    scopus 로고
    • The application of high-resolution spectral analysis for identifying multiple combined faults in induction motors
    • May
    • A. Garcia-Perez, R. de Jesus Romero-Troncoso, E. Cabal-Yepez, and R. A. Osornio-Rios, "The application of high-resolution spectral analysis for identifying multiple combined faults in induction motors," IEEE Trans. Ind. Electron., vol. 58, no. 5, pp. 2002-2010, May 2011.
    • (2011) IEEE Trans. Ind. Electron , vol.58 , Issue.5 , pp. 2002-2010
    • Garcia-Perez, A.1    Romero-Troncoso Jesus R.De2    Cabal-Yepez, E.3    Osornio-Rios, R.A.4
  • 4
    • 77954867120 scopus 로고    scopus 로고
    • Diagnosis of bearing faults in induction machines by vibration or current signals: A critical comparison
    • Jul./Aug
    • 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 Tran. Ind. Appl., vol. 46, no. 4, pp. 1350-1359, Jul./Aug. 2010.
    • (2010) IEEE Tran. Ind. Appl , vol.46 , Issue.4 , pp. 1350-1359
    • Immovilli, F.1    Bellini, A.2    Rubini, R.3    Tassoni, C.4
  • 5
    • 84876240294 scopus 로고    scopus 로고
    • Bearing fault model for induction motor with externally induced vibration
    • Jul./Aug
    • F. Immovilli, C. Bianchini, M. Cocconcelli, A. Bellini, and R. Rubini, "Bearing fault model for induction motor with externally induced vibration," IEEE Tran. Ind. Appl., vol. 60, no. 8, pp. 3408-3418, Jul./Aug. 2013.
    • (2013) IEEE Tran. Ind. Appl , vol.60 , Issue.8 , pp. 3408-3418
    • Immovilli, F.1    Bianchini, C.2    Cocconcelli, M.3    Bellini, A.4    Rubini, R.5
  • 6
    • 42549113522 scopus 로고    scopus 로고
    • Models for bearing damage detection in induction motors using stator current monitoring
    • Apr
    • M. Blodt, P. Granjon, B. Raison, and G. Rostaing, "Models for bearing damage detection in induction motors using stator current monitoring," IEEE Trans. Ind. Electron., vol. 55, no. 4, pp. 1813-1822, Apr. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.4 , pp. 1813-1822
    • Blodt, M.1    Granjon, P.2    Raison, B.3    Rostaing, G.4
  • 7
    • 34548143445 scopus 로고    scopus 로고
    • A high-resolution frequency estimation method for three-phase induction machine fault detection
    • Aug
    • S. H. Kia, H. Henao, and G.-A. Capolino, "A high-resolution frequency estimation method for three-phase induction machine fault detection," IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 2305-2314, Aug. 2007.
    • (2007) IEEE Trans. Ind. Electron , vol.54 , Issue.4 , pp. 2305-2314
    • Kia, S.H.1    Henao, H.2    Capolino, G.-A.3
  • 8
    • 84879567944 scopus 로고    scopus 로고
    • Electrical machines fault diagnosis by stray flux analysis
    • Paris, France
    • R. Romary, R. Pusca, J. Lecointe, and J. Brudny, "Electrical machines fault diagnosis by stray flux analysis," in Proc. IEEE WEMDCD, Paris, France, 2013, pp. 247-256.
    • (2013) Proc. IEEE WEMDCD , pp. 247-256
    • Romary, R.1    Pusca, R.2    Lecointe, J.3    Brudny, J.4
  • 9
    • 84859994650 scopus 로고    scopus 로고
    • Detection of bearing faults of induction motor using Park's vector approach
    • N. Mehala and R. Dahiya, "Detection of bearing faults of induction motor using Park's vector approach," Int. J. Eng. Technol., vol. 2, no. 4, pp. 263- 266, 2010.
    • (2010) Int. J. Eng. Technol , vol.2 , Issue.4 , pp. 263-266
    • Mehala, N.1    Dahiya, R.2
  • 10
    • 57749189996 scopus 로고    scopus 로고
    • A new bearing fault detection method in induction machines based on Instantaneous Power Factor
    • Dec
    • A. Ibrahim, M. El Badaoui, F. Guillet, and F. Bonnardot, "A new bearing fault detection method in induction machines based on Instantaneous Power Factor," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4252-4259, Dec. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.12 , pp. 4252-4259
    • Ibrahim, A.1    El Badaoui, M.2    Guillet, F.3    Bonnardot, F.4
  • 11
    • 84866049245 scopus 로고    scopus 로고
    • Survey of wavelet fault diagnosis and tolerant of induction machines with case study
    • May
    • K. S. Gaeid, H.W. Ping, M. K. Masood, and L. Szabó, "Survey of wavelet fault diagnosis and tolerant of induction machines with case study," Int. Rev. Elect. Eng., vol. 7, no. 3, pp. 4437-4457, May 2012.
    • (2012) Int. Rev. Elect. Eng , vol.7 , Issue.3 , pp. 4437-4457
    • Gaeid, K.S.1    Ping, H.W.2    Masood, M.K.3    Szabó, L.4
  • 12
    • 34047135206 scopus 로고    scopus 로고
    • Continuous wavelet transform for bearing damage detection in electric motors
    • Malaga, Spain
    • E. Ayaz, A. Ozturk, and S. Seker, "Continuous wavelet transform for bearing damage detection in electric motors," in Proc. IEEE MELECON, Malaga, Spain, 2006, pp. 1130-1133.
    • (2006) Proc. IEEE MELECON , pp. 1130-1133
    • Ayaz, E.1    Ozturk, A.2    Seker, S.3
  • 14
    • 0028742406 scopus 로고
    • Detection and location of interturn short circuits in the stator windings of operating motors
    • Dec
    • J. Penman, H. G. Sedding, B. A. Lloyd, and W. T. Fink, "Detection and location of interturn short circuits in the stator windings of operating motors," IEEE Trans. Energy Convers., vol. 9, no. 4, pp. 652-658, Dec. 1994.
    • (1994) IEEE Trans. Energy Convers , vol.9 , Issue.4 , pp. 652-658
    • Penman, J.1    Sedding, H.G.2    Lloyd, B.A.3    Fink, W.T.4
  • 16
    • 0242274222 scopus 로고    scopus 로고
    • A frequency-domain detection of stator winding faults in induction machines using an external flux sensor
    • Sep./Oct
    • H. Henao, C. Demian, and G.-A. Capolino, "A frequency-domain detection of stator winding faults in induction machines using an external flux sensor," IEEE Trans. Ind. Appl., vol. 39, no. 5, pp. 1272-1279, Sep./Oct. 2003.
    • (2003) IEEE Trans. Ind. Appl , vol.39 , Issue.5 , pp. 1272-1279
    • Henao, H.1    Demian, C.2    Capolino, G.-A.3
  • 17
    • 50249124119 scopus 로고    scopus 로고
    • Vibrations, currents and stray flux signals to asses induction motor rotor condition
    • Paris, France
    • A. Bellini, S. Concari, G. Franceschini, C. Tassoni, and A. Toscani, "Vibrations, currents and stray flux signals to asses induction motor rotor condition," in Proc. IEEE IECON, Paris, France, 2006, pp. 4963-4968.
    • (2006) Proc. IEEE IECON , pp. 4963-4968
    • Bellini, A.1    Concari, S.2    Franceschini, G.3    Tassoni, C.4    Toscani, A.5
  • 18
    • 57749187815 scopus 로고    scopus 로고
    • Differential diagnosis based on multivariable monitoring to assess induction machine rotor conditions
    • Dec
    • C. Concari, G. Franceschini, and C. Tassoni, "Differential diagnosis based on multivariable monitoring to assess induction machine rotor conditions," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4156-4166, Dec. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.12 , pp. 4156-4166
    • Concari, C.1    Franceschini, G.2    Tassoni, C.3
  • 19
    • 4444324923 scopus 로고    scopus 로고
    • Broken bar detection in induction motors using current and flux spectral analysis
    • J. M. B. Siau, A. L. Graff, W. L. Soong, and N. Ertugrul, "Broken bar detection in induction motors using current and flux spectral analysis," Aust. J. Elect. Electron. Eng., vol. 1, pp. 171-178, 2004.
    • (2004) Aust. J. Elect. Electron. Eng , vol.1 , pp. 171-178
    • Siau, J.M.B.1    Graff, A.L.2    Soong, W.L.3    Ertugrul, N.4
  • 20
    • 29444455648 scopus 로고    scopus 로고
    • Induction machine fault diagnosis using an external radial flux sensor
    • Nov
    • R. Romary, R. Corton, D. Thailly, and J. F. Brudny, "Induction machine fault diagnosis using an external radial flux sensor," Eur. Phys. J., Appl. Phys., vol. 32, no. 2, pp. 125-132, Nov. 2005.
    • (2005) Eur. Phys. J., Appl. Phys , vol.32 , Issue.2 , pp. 125-132
    • Romary, R.1    Corton, R.2    Thailly, D.3    Brudny, J.F.4
  • 21
    • 78649549711 scopus 로고    scopus 로고
    • Eccentricity and broken rotor bars faults-Effects on the external axial field
    • Rome, Italy
    • A. Ceban, R. Pusca, and R. Romary, "Eccentricity and broken rotor bars faults-Effects on the external axial field," in Proc. IEEE ICEM, Rome, Italy, 2010, pp. 1-6.
    • (2010) Proc. IEEE ICEM , pp. 1-6
    • Ceban, A.1    Pusca, R.2    Romary, R.3
  • 22
    • 81255196932 scopus 로고    scopus 로고
    • Detection of eccentricity and bearing faults using stray flux monitoring
    • Bologna, Italy
    • O. Vitek, M. Janda, V. Hajek, and P. Bauer, "Detection of eccentricity and bearing faults using stray flux monitoring," in Proc. IEEE SDEMPED, Bologna, Italy, 2011, pp. 456-461.
    • (2011) Proc. IEEE SDEMPED , pp. 456-461
    • Vitek, O.1    Janda, M.2    Hajek, V.3    Bauer, P.4
  • 23
    • 57749196360 scopus 로고    scopus 로고
    • Advances in diagnostic techniques for induction machines
    • Dec
    • A. Bellini, F. Filippetti, C. Tassoni, and G.-A. Capolino, "Advances in diagnostic techniques for induction machines," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4109-4126, Dec. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.12 , pp. 4109-4126
    • Bellini, A.1    Filippetti, F.2    Tassoni, C.3    Capolino, G.-A.4
  • 24
    • 84877731969 scopus 로고    scopus 로고
    • Statistical and neural-network approaches for the classification of induction machine faults using the ambiguity plane representation
    • Sep
    • T. Boukra, A. Lebaroud, and G. Clerc, "Statistical and neural-network approaches for the classification of induction machine faults using the ambiguity plane representation," IEEE Trans. Ind. Electron., vol. 60, no. 9, pp. 4034-4042, Sep. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.9 , pp. 4034-4042
    • Boukra, T.1    Lebaroud, A.2    Clerc, G.3
  • 25
    • 84876248148 scopus 로고    scopus 로고
    • Bearing fault detection by a novel condition-monitoring scheme based on statistical-time features and neural networks
    • Aug
    • M. D. Prieto, G. Cirrincione, A. G. Espinosa, J. A. Ortega, and H. Henao, "Bearing fault detection by a novel condition-monitoring scheme based on statistical-time features and neural networks," IEEE Trans. Ind. Electron., vol. 60, no. 8, pp. 3398-3407, Aug. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.8 , pp. 3398-3407
    • Prieto, M.D.1    Cirrincione, G.2    Espinosa, A.G.3    Ortega, J.A.4    Henao, H.5
  • 26
    • 80052618989 scopus 로고    scopus 로고
    • FPGA-based online detection of multiple combined faults in induction motors through information entropy and fuzzy inference
    • Nov
    • R. J. Romero-Troncoso et al., "FPGA-based online detection of multiple combined faults in induction motors through information entropy and fuzzy inference," IEEE Trans. Ind. Electron., vol. 58, no. 11, pp. 5263- 5270, Nov. 2011.
    • (2011) IEEE Trans. Ind. Electron , vol.58 , Issue.11 , pp. 5263-5270
    • Romero-Troncoso, R.J.1
  • 27
    • 84877780431 scopus 로고    scopus 로고
    • Offline and online methods for stator core fault detection in large generators
    • Sep
    • R. Romary, C. Demian, P. Schlupp, and J.-Y. Roger, "Offline and online methods for stator core fault detection in large generators," IEEE Trans. Ind. Electron., vol. 60, no. 9, pp. 4084-4092, Sep. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.9 , pp. 4084-4092
    • Romary, R.1    Demian, C.2    Schlupp, P.3    Roger, J.-Y.4
  • 28
    • 70350413799 scopus 로고    scopus 로고
    • Online model-based stator-fault detection and identification in induction motors
    • Nov
    • C. H. De Angelo et al., "Online model-based stator-fault detection and identification in induction motors," IEEE Trans. Ind. Electron., vol. 56, no. 11, pp. 4671-4680, Nov. 2009.
    • (2009) IEEE Trans. Ind. Electron , vol.56 , Issue.11 , pp. 4671-4680
    • De Angelo, C.H.1
  • 29
    • 0003196050 scopus 로고    scopus 로고
    • A review of on-line condition monitoring techniques for three-phase squirrel-cage induction motors-Past present and future
    • Gijon, Spain
    • W. T. Thomson, "A review of on-line condition monitoring techniques for three-phase squirrel-cage induction motors-Past present and future," in Proc. IEEE SDEMPED, Gijon, Spain, 1999, pp. 3-18.
    • (1999) Proc. IEEE SDEMPED , pp. 3-18
    • Thomson, W.T.1
  • 30
    • 0242424465 scopus 로고    scopus 로고
    • On the stray flux analysis for the detection of the three-phase induction machine faults
    • H. Henao, G.-A. Capolino, and C. S. Martiş, "On the stray flux analysis for the detection of the three-phase induction machine faults," in Conf. Rec. 38th IEEE IAS Annu. Meeting, 2003, vol. 2, pp. 1368-1373.
    • (2003) Conf. Rec. 38th IEEE IAS Annu. Meeting , vol.2 , pp. 1368-1373
    • Henao, H.1    Capolino, G.-A.2    Martiş, C.S.3
  • 31
    • 27944470310 scopus 로고    scopus 로고
    • Detection of stator short-circuit in induction machines using an external leakage flux sensor
    • Hammamet, Tunisia
    • A. Yazidi et al., "Detection of stator short-circuit in induction machines using an external leakage flux sensor," in Proc. IEEE ICIT, Hammamet, Tunisia, 2004, pp. 166-169.
    • (2004) Proc. IEEE ICIT , pp. 166-169
    • Yazidi, A.1
  • 32
    • 33749067410 scopus 로고    scopus 로고
    • Broken rotor bars fault detection in squirrel cage induction machines
    • San Antonio, TX, USA
    • A. Yazidi, H. Henao, and G.-A. Capolino, "Broken rotor bars fault detection in squirrel cage induction machines," in Proc. IEEE IEMDC, San Antonio, TX, USA, 2005, pp. 741-747.
    • (2005) Proc. IEEE IEMDC , pp. 741-747
    • Yazidi, A.1    Henao, H.2    Capolino, G.-A.3
  • 33
    • 50249163029 scopus 로고    scopus 로고
    • Induction machine broken bars fault detection using stray flux after supply disconnection
    • Paris, France
    • S. H. Kia, H. Henao, G.-A. Capolino, and C. S. Martiş, "Induction machine broken bars fault detection using stray flux after supply disconnection," in Proc. IEEE IECON, Paris, France, 2006, pp. 1498-1503.
    • (2006) Proc. IEEE IECON , pp. 1498-1503
    • Kia, S.H.1    Henao, H.2    Capolino, G.-A.3    Martiş, C.S.4
  • 34
    • 53149139330 scopus 로고    scopus 로고
    • Gearbox monitoring by using the stray flux in an induction machine based electromechanical system
    • Ajaccio, France
    • S. M. J. Rastegar Fatemi, H. Henao, and G.-A. Capolino, "Gearbox monitoring by using the stray flux in an induction machine based electromechanical system," in Proc. IEEE MELECON, Ajaccio, France, 2008, pp. 484-489.
    • (2008) Proc. IEEE MELECON , pp. 484-489
    • Rastegar Fatemi, S.M.J.1    Henao, H.2    Capolino, G.-A.3
  • 35
    • 84893515099 scopus 로고    scopus 로고
    • Characterization of magnetic actuators by measuring of magnetic stray fields with GMR-sensors
    • Nuremberg, Germany
    • M. Brela, N. Kassim, and J. Franke, "Characterization of magnetic actuators by measuring of magnetic stray fields with GMR-sensors," in Proc. 3rd Int. EDPC, Nuremberg, Germany, 2013, pp. 1-7.
    • (2013) Proc. 3rd Int. EDPC , pp. 1-7
    • Brela, M.1    Kassim, N.2    Franke, J.3
  • 36
    • 0029404270 scopus 로고
    • Motor bearing damage detection using stator current monitoring
    • Nov./Dec
    • R. R. Schoen, T. G. Habetler, F. Kamran, and R. G. Bartheld, "Motor bearing damage detection using stator current monitoring," IEEE Trans. Ind. Appl., vol. 31, no. 6, pp. 1274-1279, Nov./Dec. 1995.
    • (1995) IEEE Trans. Ind. Appl , vol.31 , Issue.6 , pp. 1274-1279
    • Schoen, R.R.1    Habetler, T.G.2    Kamran, F.3    Bartheld, R.G.4
  • 37
    • 72749100972 scopus 로고    scopus 로고
    • Stator current and motor efficiency as indicators for different types of bearing faults in induction motors
    • Jan
    • L. Frosini and E. Bassi, "Stator current and motor efficiency as indicators for different types of bearing faults in induction motors," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 244-251, Jan. 2010.
    • (2010) IEEE Trans. Ind. Electron , vol.57 , Issue.1 , pp. 244-251
    • Frosini, L.1    Bassi, E.2
  • 38
    • 84870856342 scopus 로고    scopus 로고
    • A novel approach to detect short circuits in low voltage induction motor by stray flux measurement
    • Marseille, France
    • L. Frosini, A. Borin, L. Girometta, and G. Venchi, "A novel approach to detect short circuits in low voltage induction motor by stray flux measurement," in Proc. IEEE ICEM, Marseille, France, 2012, pp. 1538-1544.
    • (2012) Proc. IEEE ICEM , pp. 1538-1544
    • Frosini, L.1    Borin, A.2    Girometta, L.3    Venchi, G.4
  • 39
    • 84885205834 scopus 로고    scopus 로고
    • Diagnosis of rolling bearings faults in electric machines through stray magnetic flux monitoring
    • Bucuręsti, Romania
    • C. Harlişca, L. Szabó, L. Frosini, and A. Albini, "Diagnosis of rolling bearings faults in electric machines through stray magnetic flux monitoring," in Proc. Int. Symp. ATEE, Bucuręsti, Romania, 2013, pp. 1-6.
    • (2013) Proc. Int. Symp. ATEE , pp. 1-6
    • Harlişca, C.1    Szabó, L.2    Frosini, L.3    Albini, A.4
  • 40
    • 84891137945 scopus 로고    scopus 로고
    • Bearing faults detection in induction machines based on statistical processing of the stray fluxes measurements
    • Valencia, Spain
    • C. Harlişca, L. Szabó, L. Frosini, and A. Albini, "Bearing faults detection in induction machines based on statistical processing of the stray fluxes measurements," in Proc. IEEE SDEMPED, Valencia, Spain, 2013, pp. 371-376.
    • (2013) Proc. IEEE SDEMPED , pp. 371-376
    • Harlişca, C.1    Szabó, L.2    Frosini, L.3    Albini, A.4
  • 41
    • 84923191528 scopus 로고    scopus 로고
    • Emerson Process Management, Knoxville, TN, USA
    • Model 343 Flux Coil-Product Data Sheet, Emerson Process Management, Knoxville, TN, USA, 2004.
    • (2004) Model 343 Flux Coil-Product Data Sheet
  • 42
    • 81255176204 scopus 로고    scopus 로고
    • Development of a leakage flux measurement system for condition monitoring of electrical drives
    • Bologna, Italy
    • L. Frosini, A. Borin, L. Girometta, and G. Venchi, "Development of a leakage flux measurement system for condition monitoring of electrical drives," in Proc. IEEE SDEMPED, Bologna, Italy, 2011, pp. 356-363.
    • (2011) Proc. IEEE SDEMPED , pp. 356-363
    • Frosini, L.1    Borin, A.2    Girometta, L.3    Venchi, G.4
  • 43
    • 84870797981 scopus 로고    scopus 로고
    • New techniques to simulate and diagnose stator winding faults in low voltage induction motors
    • Marseille, France
    • L. Frosini, A. Borin, A. Albini, and F. Benzi, "New techniques to simulate and diagnose stator winding faults in low voltage induction motors," in Proc. IEEE ICEM, Marseille, France, 2012, pp. 1783-1789.
    • (2012) Proc. IEEE ICEM , pp. 1783-1789
    • Frosini, L.1    Borin, A.2    Albini, A.3    Benzi, F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.