메뉴 건너뛰기




Volumn 62, Issue 3, 2015, Pages 1760-1769

Iterative condition monitoring and fault diagnosis scheme of electric motor for harsh industrial application

Author keywords

broken rotor bar; condition monitoring; eccentricity; fault diagnosis; Induction motors; maintenance; motor drive; motor protection; reliability and signal processing

Indexed keywords

CONDITION MONITORING; DIGITAL SIGNAL PROCESSORS; ELECTRIC DRIVES; ELECTRIC FAULT CURRENTS; ELECTRIC MOTORS; FAILURE ANALYSIS; INDUCTION MOTORS; ITERATIVE METHODS; MAINTENANCE; SIGNAL DETECTION; SIGNAL PROCESSING; TRACTION MOTORS;

EID: 84923166396     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2014.2361112     Document Type: Article
Times cited : (74)

References (32)
  • 1
    • 29244467991 scopus 로고    scopus 로고
    • Condition monitoring and fault diagnosis of electrical machines-A review
    • Dec
    • S. Nandi, H. A. Toliyat, and X. Li, "Condition monitoring and fault diagnosis of electrical machines-A review," IEEE Trans. Energy Convers., vol. 20, no. 4, pp. 719-729, Dec. 2005.
    • (2005) IEEE Trans. Energy Convers , vol.20 , Issue.4 , pp. 719-729
    • Nandi, S.1    Toliyat, H.A.2    Li, X.3
  • 2
    • 0032778073 scopus 로고    scopus 로고
    • Induction motors' faults detection and localization using stator current advanced signal processing techniques
    • Jan
    • M. E. H. Benbouzid, M. Vieira, and C. Theys, "Induction motors' faults detection and localization using stator current advanced signal processing techniques," IEEE Trans. Power Electron., vol. 14, no. 1, pp. 14-22, Jan. 1999.
    • (1999) IEEE Trans. Power Electron , vol.14 , Issue.1 , pp. 14-22
    • Benbouzid, M.E.H.1    Vieira, M.2    Theys, C.3
  • 3
    • 15044343813 scopus 로고    scopus 로고
    • A review of stator fault monitoring techniques of induction motors
    • Mar
    • A. Siddique, G. S. Yadava, and B. Singh, "A review of stator fault monitoring techniques of induction motors," IEEE Trans. Energy Convers., vol. 20, no. 1, pp. 106-114, Mar. 2005.
    • (2005) IEEE Trans. Energy Convers , vol.20 , Issue.1 , pp. 106-114
    • Siddique, A.1    Yadava, G.S.2    Singh, B.3
  • 4
    • 84877754137 scopus 로고    scopus 로고
    • Detection and diagnosis of faults in induction motor using an improved artificial ant clustering technique
    • Sep
    • A. Soualhi, G. Clerc, and H. Razik, "Detection and diagnosis of faults in induction motor using an improved artificial ant clustering technique," IEEE Trans. Ind. Electron., vol. 60, no. 9, pp. 4053-4062, Sep. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.9 , pp. 4053-4062
    • Soualhi, A.1    Clerc, G.2    Razik, H.3
  • 5
    • 77952957034 scopus 로고    scopus 로고
    • Fault detection by means of Hilbert-Huang transform of the stator current in a PMSM with demagnetization
    • Jun
    • A. G. Espinosa, J. A. Rosero, J. Cusido, L. Romeral, and J. A. Ortega, "Fault detection by means of Hilbert-Huang transform of the stator current in a PMSM with demagnetization," IEEE Trans. Energy Convers., vol. 25, no. 2, pp. 312-318, Jun. 2010.
    • (2010) IEEE Trans. Energy Convers , vol.25 , Issue.2 , pp. 312-318
    • Espinosa, A.G.1    Rosero, J.A.2    Cusido, J.3    Romeral, L.4    Ortega, J.A.5
  • 6
    • 80054804158 scopus 로고    scopus 로고
    • Performanceoriented electric motors diagnostics in modern energy conversion systems
    • Feb
    • S. Choi, B. Akin, M. M. Rahimian, and H. A. Toliyat, "Performanceoriented electric motors diagnostics in modern energy conversion systems," IEEE Trans. Ind. Electron., vol. 59, no. 2, pp. 1266-1277, Feb. 2012.
    • (2012) IEEE Trans. Ind. Electron , vol.59 , Issue.2 , pp. 1266-1277
    • Choi, S.1    Akin, B.2    Rahimian, M.M.3    Toliyat, H.A.4
  • 7
    • 84872036650 scopus 로고    scopus 로고
    • Fault detection and diagnosis of induction motors using motor current signature analysis and a hybrid FMM-CART model
    • Jan
    • M. Seera, C. P. Lim, D. Ishak, and H. Singh, "Fault detection and diagnosis of induction motors using motor current signature analysis and a hybrid FMM-CART model," IEEE Trans. Neural Netw., vol. 23, no. 1, pp. 97-108, Jan. 2012.
    • (2012) IEEE Trans. Neural Netw , vol.23 , Issue.1 , pp. 97-108
    • Seera, M.1    Lim, C.P.2    Ishak, D.3    Singh, H.4
  • 8
    • 84898059748 scopus 로고    scopus 로고
    • Statistic-based spectral indicator for bearing fault detection in permanent-magnet synchronous machines using the stator current
    • Jun
    • A. Picot et al., "Statistic-based spectral indicator for bearing fault detection in permanent-magnet synchronous machines using the stator current," J. Mech. Syst. Signal Process., vol. 46, no. 2, pp. 424-441, Jun. 2014.
    • (2014) J. Mech. Syst. Signal Process , vol.46 , Issue.2 , pp. 424-441
    • Picot, A.1
  • 9
    • 79954476373 scopus 로고    scopus 로고
    • Comparison between vibration and stator current analysis for the detection of bearing faults in asynchronous drives
    • Feb
    • B. Trajin, J. Regnier, and J. Faucher, "Comparison between vibration and stator current analysis for the detection of bearing faults in asynchronous drives," IET Elect. Power Appl., vol. 4, no. 2, pp. 90-100, Feb. 2010.
    • (2010) IET Elect. Power Appl , vol.4 , Issue.2 , pp. 90-100
    • Trajin, B.1    Regnier, J.2    Faucher, J.3
  • 10
    • 77957735370 scopus 로고    scopus 로고
    • Feature extraction for short-circuit fault detection in permanent-magnet synchronous motors using stator-current monitoring
    • Oct
    • B. M. Ebrahimi and J. Faiz, "Feature extraction for short-circuit fault detection in permanent-magnet synchronous motors using stator-current monitoring," IEEE Trans. Power Electron., vol. 25, no. 10, pp. 2673- 2682, Oct. 2010.
    • (2010) IEEE Trans. Power Electron , vol.25 , Issue.10 , pp. 2673-2682
    • Ebrahimi, B.M.1    Faiz, J.2
  • 11
    • 80051710796 scopus 로고    scopus 로고
    • Detection of induction motor faults in inverter drives using inverter input current analysis
    • Sep
    • I. P. Georgakopoulos, E. D. Mitronikas, and A. N. Safacas, "Detection of induction motor faults in inverter drives using inverter input current analysis," IEEE Trans. Ind. Electron., vol. 58, no. 9, pp. 4365-4373, Sep. 2011.
    • (2011) IEEE Trans. Ind. Electron , vol.58 , Issue.9 , pp. 4365-4373
    • Georgakopoulos, I.P.1    Mitronikas, E.D.2    Safacas, A.N.3
  • 12
    • 33846929894 scopus 로고    scopus 로고
    • Detecting rotor faults in low power permanent magnet synchronous machines
    • Jan
    • W. L. Roux, R. G. Harley, and T. G. Habetler, "Detecting rotor faults in low power permanent magnet synchronous machines," IEEE Trans. Power Electron., vol. 22, no. 1, pp. 322-328, Jan. 2007.
    • (2007) IEEE Trans. Power Electron , vol.22 , Issue.1 , pp. 322-328
    • Roux, W.L.1    Harley, R.G.2    Habetler, T.G.3
  • 13
    • 67651095561 scopus 로고    scopus 로고
    • Detection of demagnetization faults in permanent-magnet synchronous motors under nonstationary conditions
    • Jul
    • J. R. R. Ruiz, J. A. Rosero, A. G. Espinosa, and L. Romeral, "Detection of demagnetization faults in permanent-magnet synchronous motors under nonstationary conditions," IEEE Trans. Magn., vol. 45, no. 7, pp. 2961- 2969, Jul. 2009.
    • (2009) IEEE Trans. Magn , vol.45 , Issue.7 , pp. 2961-2969
    • Ruiz, J.R.R.1    Rosero, J.A.2    Espinosa, A.G.3    Romeral, L.4
  • 14
    • 34547126685 scopus 로고    scopus 로고
    • Detection of rotor eccentricity faults in a closed-loop drive-connected induction motor using an artificial neural network
    • Jul
    • X. Huang, T. G. Habetler, and R. G. Harley, "Detection of rotor eccentricity faults in a closed-loop drive-connected induction motor using an artificial neural network," IEEE Trans. Power Electron., vol. 22, no. 4, pp. 1552-1559, Jul. 2007.
    • (2007) IEEE Trans. Power Electron , vol.22 , Issue.4 , pp. 1552-1559
    • Huang, X.1    Habetler, T.G.2    Harley, R.G.3
  • 15
    • 0033098462 scopus 로고    scopus 로고
    • An adaptive statistical time-frequency method for detection of broken bars and bearing faults in motors using stator current
    • Mar./Apr
    • B. Yazici and G. B. Kliman, "An adaptive statistical time-frequency method for detection of broken bars and bearing faults in motors using stator current," IEEE Trans. Ind. Appl., vol. 35, no. 2, pp. 442-452, Mar./Apr. 1999.
    • (1999) IEEE Trans. Ind. Appl , vol.35 , Issue.2 , pp. 442-452
    • Yazici, B.1    Kliman, G.B.2
  • 16
    • 57849083008 scopus 로고    scopus 로고
    • Wigner-Ville distributions for detection of rotor faults in Brushless DC (BLDC) motors operating under non-stationary conditions
    • Sep
    • S. Rajagopalan, J. A. Restrepo, J. M. Aller, T. G. Habetler, and R. G. Harley, "Wigner-Ville distributions for detection of rotor faults in Brushless DC (BLDC) motors operating under non-stationary conditions," in Proc. IEEE Int. SDEMPED, Sep. 2005, pp. 1-7.
    • (2005) Proc. IEEE Int. SDEMPED , pp. 1-7
    • Rajagopalan, S.1    Restrepo, J.A.2    Aller, J.M.3    Habetler, T.G.4    Harley, R.G.5
  • 17
    • 44849083832 scopus 로고    scopus 로고
    • Non-stationary motor fault detection using recent quadratic time-frequency representations
    • May/Jun
    • S. Rajagopalan, T. G. Habetler, R. G. Harley, J. A. Restrepo, and J. M. Aller, "Non-stationary motor fault detection using recent quadratic time-frequency representations," IEEE Trans. Ind. Appl., vol. 44, no. 3, pp. 735-744, May/Jun. 2008.
    • (2008) IEEE Trans. Ind. Appl , vol.44 , Issue.3 , pp. 735-744
    • Rajagopalan, S.1    Habetler, T.G.2    Harley, R.G.3    Restrepo, J.A.4    Aller, J.M.5
  • 18
    • 68249142790 scopus 로고    scopus 로고
    • Incipient bearing fault detection via motor stator current noise cancellation using Wiener filter
    • Jul./Aug
    • W. Zhou, B. Lu, T. G. Habetler, and R. G. , "Incipient bearing fault detection via motor stator current noise cancellation using Wiener filter," IEEE Trans. Ind. Appl., vol. 45, no. 4, pp. 1309-1317, Jul./Aug. 2009.
    • (2009) IEEE Trans. Ind. Appl , vol.45 , Issue.4 , pp. 1309-1317
    • Zhou, W.1    Lu, B.2    Habetler, T.G.3
  • 19
    • 84866598130 scopus 로고    scopus 로고
    • Early classification of bearing faults using morphological operators and fuzzy inference
    • Feb
    • A. S. Raj and N. Murali, "Early classification of bearing faults using morphological operators and fuzzy inference," IEEE Trans. Ind. Electron., vol. 60, no. 2, pp. 567-574, Feb. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.2 , pp. 567-574
    • Raj, A.S.1    Murali, N.2
  • 20
    • 33947210318 scopus 로고    scopus 로고
    • Online tracking of bearing wear using wavelet packet decomposition and probabilistic modeling: A method for bearing prognostics
    • May
    • 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., vol. 302, no. 5, pp. 951- 961, May 2007.
    • (2007) J. Sound Vib , vol.302 , Issue.5 , pp. 951-961
    • Ocak, H.1    Loparo, K.A.2    Discenzo, F.M.3
  • 21
    • 57749182167 scopus 로고    scopus 로고
    • High frequency resolution techniques for rotor fault detection of induction machines
    • Dec
    • A. Bellini, A. Yazidi, F. Filippetti, C. Rossi, and G. A. Capolino, "High frequency resolution techniques for rotor fault detection of induction machines," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4200-4209, Dec. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.12 , pp. 4200-4209
    • Bellini, A.1    Yazidi, A.2    Filippetti, F.3    Rossi, C.4    Capolino, G.A.5
  • 22
    • 84876240294 scopus 로고    scopus 로고
    • Bearing fault model for induction motor with externally induced vibration
    • Aug
    • F. Immovilli, C. Bianchini, M. Cocconcelli, A. Bellini, and R. Rubini, "Bearing fault model for induction motor with externally induced vibration," IEEE Trans. Ind. Electron, vol. 60, no. 8, pp. 3408-3418, Aug. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.8 , pp. 3408-3418
    • Immovilli, F.1    Bianchini, C.2    Cocconcelli, M.3    Bellini, A.4    Rubini, R.5
  • 23
    • 84893525544 scopus 로고    scopus 로고
    • Demagnetization fault diagnosis method for PMSM of electric vehicle
    • J. Lee, Y. Jeon, D. Choi, and S. Kim, "Demagnetization fault diagnosis method for PMSM of electric vehicle," in Proc. IEEE IECON, Nov. 2013, pp. 2709-2713.
    • (2013) Proc. IEEE IECON, Nov , pp. 2709-2713
    • Lee, J.1    Jeon, Y.2    Choi, D.3    Kim, S.4
  • 24
    • 84877761890 scopus 로고    scopus 로고
    • Advanced diagnosis of electrical faults in wound-rotor induction machines
    • Sep
    • Y. Gritli et al., "Advanced diagnosis of electrical faults in wound-rotor induction machines," IEEE Trans. Ind. Electron, vol. 60, no. 9, pp. 4012- 4024, Sep. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.9 , pp. 4012-4024
    • Gritli, Y.1
  • 25
    • 84891128343 scopus 로고    scopus 로고
    • New quantitative rotor fault evaluation in wound rotor induction machine drives under time-varying conditions
    • Y. Gritli, M. Mengoni, C. Rossi, F. Filippetti, and D. Casadei, "New quantitative rotor fault evaluation in wound rotor induction machine drives under time-varying conditions," in Proc. IEEE Int. SDEMPED, Aug. 2013, pp. 57-63.
    • (2013) Proc. IEEE Int. SDEMPED, Aug , pp. 57-63
    • Gritli, Y.1    Mengoni, M.2    Rossi, C.3    Filippetti, F.4    Casadei, D.5
  • 26
    • 84876212421 scopus 로고    scopus 로고
    • Inter-turn fault detection in PMsynchronous machines by physics-based back electromotive force estimation
    • Aug
    • A. Sarikhani and O. A.Mohammed, "Inter-turn fault detection in PMsynchronous machines by physics-based back electromotive force estimation," IEEE Trans. Ind. Electron, vol. 60, no. 8, pp. 3472-3484, Aug. 2013.
    • (2013) IEEE Trans. Ind. Electron , vol.60 , Issue.8 , pp. 3472-3484
    • Sarikhani, A.1    Mohammed, O.A.2
  • 27
    • 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
  • 28
    • 65949118490 scopus 로고    scopus 로고
    • Fault diagnosis implementation of induction machine based on advanced digital signal processing techniques
    • Mar
    • S. Choi, B. Akin, M. Rahimian, and H. A. Toliyat, "Fault diagnosis implementation of induction machine based on advanced digital signal processing techniques," IEEE Trans. Ind. Electron, vol. 58, no. 3, pp. 957- 963, Mar. 2011.
    • (2011) IEEE Trans. Ind. Electron , vol.58 , Issue.3 , pp. 957-963
    • Choi, S.1    Akin, B.2    Rahimian, M.3    Toliyat, H.A.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.