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Volumn 60, Issue 8, 2013, Pages 3519-3528

The effect of failure prognosis and mitigation on the reliability of permanent-magnet AC motor drives

Author keywords

Fault detection; fault diagnosis; fault tolerance; hidden Markov models; linear discriminant analysis; permanent magnet machines; prognostics and health management (PHM)

Indexed keywords

ALGORITHMS; FAILURE ANALYSIS; FAULT DETECTION; FAULT TOLERANCE; HIDDEN MARKOV MODELS;

EID: 84876251306     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2012.2227913     Document Type: Article
Times cited : (45)

References (49)
  • 1
    • 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. Habetler, and R. Harley, "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.3    Harley, R.4
  • 2
    • 79954475281 scopus 로고    scopus 로고
    • Torsional-vibration assessment and gear-fault diagnosis in railway traction system
    • May
    • H. Henao, S. Kia, and G. Capolino, "Torsional-vibration assessment and gear-fault diagnosis in railway traction system," IEEE Trans. Ind. Electron., vol. 58, no. 5, pp. 1707-1717, May 2011.
    • (2011) IEEE Trans. Ind. Electron , vol.58 , Issue.5 , pp. 1707-1717
    • Henao, H.1    Kia, S.2    Capolino, G.3
  • 3
    • 79954558061 scopus 로고    scopus 로고
    • Prognosis of gear failures in dc starter motors using hidden Markov models
    • May
    • S. Zaidi, S. Aviyente, M. Salman, K. Shin, and E. Strangas, "Prognosis of gear failures in dc starter motors using hidden Markov models," IEEE Trans. Ind. Electron., vol. 58, no. 5, pp. 1695-1706, May 2010.
    • (2010) IEEE Trans. Ind. Electron , vol.58 , Issue.5 , pp. 1695-1706
    • Zaidi, S.1    Aviyente, S.2    Salman, M.3    Shin, K.4    Strangas, E.5
  • 4
    • 42549118102 scopus 로고    scopus 로고
    • Time-frequency classification applied to induction machine faults monitoring
    • Nov
    • L. Abdesselam and G. Clerc, "Time-frequency classification applied to induction machine faults monitoring," in Proc. 32nd IEEE IECON, Nov. 2006, pp. 5051-5056.
    • (2006) Proc. 32nd IEEE IECON , pp. 5051-5056
    • Abdesselam, L.1    Clerc, G.2
  • 5
  • 6
    • 0031197592 scopus 로고    scopus 로고
    • Real-time detection of intermittent misfiring in a voltage-fed pwm inverter induction-motor drive
    • PII S0278004697052623
    • K. Smith, L. Ran, and J. Penman, "Real-time detection of intermittent misfiring in a voltage-fed PWM inverter induction-motor drive," IEEE Trans. Ind. Electron., vol. 44, no. 4, pp. 468-476, Aug. 1997. (Pubitemid 127828674)
    • (1997) IEEE Transactions on Industrial Electronics , vol.44 , Issue.4 , pp. 468-476
    • Smith, K.S.1    Ran, L.2    Penman, J.3
  • 7
    • 57749201341 scopus 로고    scopus 로고
    • Analytical prediction of the short-circuit current in fault-tolerant permanent-magnet machines
    • Dec
    • Z. Sun, J. Wang, D. Howe, and G. Jewell, "Analytical prediction of the short-circuit current in fault-tolerant permanent-magnet machines," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4210-4217, Dec. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.12 , pp. 4210-4217
    • Sun, Z.1    Wang, J.2    Howe, D.3    Jewell, G.4
  • 8
    • 50249183912 scopus 로고    scopus 로고
    • Study on the permanent magnet demagnetization fault in permanent magnet synchronous machines
    • Nov
    • J. Rosero, J. Cusido, A. Garcia, J. Ortega, and L. Romeral, "Study on the permanent magnet demagnetization fault in permanent magnet synchronous machines," in Proc. 32nd IEEE IECON, Nov. 2006, pp. 879-884.
    • (2006) Proc. 32nd IEEE IECON , pp. 879-884
    • Rosero, J.1    Cusido, J.2    Garcia, A.3    Ortega, J.4    Romeral, L.5
  • 9
    • 84870050440 scopus 로고    scopus 로고
    • Demagnetization analysis of permanent magnet synchronous machines under short circuit fault
    • Mar
    • G. Zhao, L. Tian, Q. Shen, and R. Tang, "Demagnetization analysis of permanent magnet synchronous machines under short circuit fault," in Proc. APPEEC, Mar. 2010, pp. 1-4.
    • (2010) Proc. APPEEC , pp. 1-4
    • Zhao, G.1    Tian, L.2    Shen, Q.3    Tang, R.4
  • 11
    • 79951944437 scopus 로고    scopus 로고
    • Early estimation of faults in induction motors using symbolic dynamic-based analysis of stator current samples
    • Mar.
    • R. A. Gupta, A. K. Wadhwani, and S. R. Kapoor, "Early estimation of faults in induction motors using symbolic dynamic-based analysis of stator current samples," IEEE Trans. Energy Convers., vol. 26, no. 1, pp. 102-114, Mar. 2011.
    • (2011) IEEE Trans. Energy Convers , vol.26 , Issue.1 , pp. 102-114
    • Gupta, R.A.1    Wadhwani, A.K.2    Kapoor, S.R.3
  • 12
    • 0035283313 scopus 로고    scopus 로고
    • Robust classification for imprecise environments
    • DOI 10.1023/A:1007601015854
    • F. J. Provost and T. Fawcett, "Robust classification for imprecise environments," Mach. Learning, vol. 42, no. 3, pp. 203-231, Mar. 2001. (Pubitemid 32188799)
    • (2001) Machine Learning , vol.42 , Issue.3 , pp. 203-231
    • Provost, F.1    Fawcett, T.2
  • 13
    • 84870816890 scopus 로고    scopus 로고
    • Fault detection and diagnosis of induction motors based on hidden Markov model
    • A. Soualhi, G. Clerc, H. Razik, and L. A. , "Fault detection and diagnosis of induction motors based on hidden Markov model," in Proc. 20th ICEM, 2012.
    • (2012) Proc. 20th ICEM
    • Soualhi, A.1    Clerc, G.2    Razik, H.A.L.3
  • 14
    • 44449089476 scopus 로고    scopus 로고
    • Impact of stator winding of a five-phase permanent-magnet motor on postfault operations
    • DOI 10.1109/TIE.2008.920645
    • N. Bianchi, S. Bolognani, and M. Pre, "Impact of stator winding of a fivephase permanent-magnet motor on postfault operations," IEEE Trans. Ind. Electron., vol. 55, no. 5, pp. 1978-1987, May 2008. (Pubitemid 351751818)
    • (2008) IEEE Transactions on Industrial Electronics , vol.55 , Issue.5 , pp. 1978-1987
    • Bianchi, N.1    Bolognani, S.2    Pre, M.D.3
  • 15
    • 80052580359 scopus 로고    scopus 로고
    • A general mathematical model for non-redundant fault-tolerant inverters
    • F. Genduso and R. Miceli, "A general mathematical model for non-redundant fault-tolerant inverters," in Proc IEEE IEMDC, 2011, pp. 705-710.
    • (2011) Proc IEEE IEMDC , pp. 705-710
    • Genduso, F.1    Miceli, R.2
  • 16
    • 80052566601 scopus 로고    scopus 로고
    • Modeling and experimental validation of a fault mitigation method in induction motordrive systems using a magnetic equivalent circuit
    • S. Suo, G. Sizov, A. Sayed-Ahmed, and N. Demerdash, "Modeling and experimental validation of a fault mitigation method in induction motordrive systems using a magnetic equivalent circuit," in Proc. IEEE IEMDC, 2011, pp. 699-704.
    • (2011) Proc IEEE IEMDC , pp. 699-704
    • Suo, S.1    Sizov, G.2    Sayed-Ahmed, A.3    Demerdash, N.4
  • 17
    • 79551612861 scopus 로고    scopus 로고
    • Fault-tolerant permanent magnet machines: A review
    • Jan.
    • A. El-Refaie, "Fault-tolerant permanent magnet machines: A review," IET Elect. Power Appl., vol. 5, no. 1, pp. 59-74, Jan. 2011.
    • (2011) IET Elect. Power Appl , vol.5 , Issue.1 , pp. 59-74
    • El-Refaie, A.1
  • 18
  • 19
    • 78649595860 scopus 로고    scopus 로고
    • Failure mechanisms and design considerations for fault tolerant aerospace drives
    • Sep
    • J. Bennett, B. Mecrow, D. Atkinson, and G. Atkinson, "Failure mechanisms and design considerations for fault tolerant aerospace drives," in Proc. 19th ICEM, Sep. 2010, pp. 1-6.
    • (2010) Proc. 19th ICEM , pp. 1-6
    • Bennett, J.1    Mecrow, B.2    Atkinson, D.3    Atkinson, G.4
  • 22
    • 77957812140 scopus 로고    scopus 로고
    • Fault progression modeling: An application to bearing diagnosis and prognosis
    • Jul
    • B. Zhang, C. Sconyers, M. Orchard, R. Patrick, and G. Vachtsevanos, "Fault progression modeling: An application to bearing diagnosis and prognosis," in Proc. ACC, Jul. 2010, pp. 6993-6998.
    • (2010) Proc. ACC , pp. 6993-6998
    • Zhang, B.1    Sconyers, C.2    Orchard, M.3    Patrick, R.4    Vachtsevanos, G.5
  • 25
    • 67650718722 scopus 로고    scopus 로고
    • A particle-filtering approach for on-line fault diagnosis and failure prognosis
    • Jun./Aug
    • M. E. Orchard and G. J. Vachtsevanos, "A particle-filtering approach for on-line fault diagnosis and failure prognosis," Trans. Inst. Meas. Control, vol. 31, no. 3/4, pp. 221-246, Jun./Aug. 2009.
    • (2009) Trans. Inst. Meas. Control , vol.31 , Issue.3-4 , pp. 221-246
    • Orchard, M.E.1    Vachtsevanos, G.J.2
  • 27
    • 70349451854 scopus 로고    scopus 로고
    • Integrated prognosis of ac servo motor driven linear actuator using hidden semi-Markov models
    • May
    • X. Wu, Y. Li, T. Lundell, and A. Guru, "Integrated prognosis of ac servo motor driven linear actuator using hidden semi-Markov models," in Proc. IEEE IEMDC, May 2009, pp. 1408-1413.
    • (2009) Proc IEEE IEMDC , pp. 1408-1413
    • Wu, X.1    Li, Y.2    Lundell, T.3    Guru, A.4
  • 28
    • 81255197184 scopus 로고    scopus 로고
    • Improving the reliability of electrical drives through failure prognosis
    • Sep
    • E. Strangas, S. Aviyente, J. Neely, and S. Zaidi, "Improving the reliability of electrical drives through failure prognosis," in Proc. IEEE Int. SDEMPED, Sep. 2011, pp. 172-178.
    • (2011) Proc IEEE Int. SDEMPED , pp. 172-178
    • Strangas, E.1    Aviyente, S.2    Neely, J.3    Zaidi, S.4
  • 29
    • 51149119715 scopus 로고    scopus 로고
    • Beyond the diagnosis: The forecast of state system. Application in an induction machine
    • Sep
    • O. Ondel, E. Blanco, and G. Clerc, "Beyond the diagnosis: The forecast of state system. Application in an induction machine," in Proc. IEEE Int. SDEMPED, Sep. 2007, pp. 491-496.
    • (2007) Proc IEEE Int. SDEMPED , pp. 491-496
    • Ondel, O.1    Blanco, E.2    Clerc, G.3
  • 30
    • 84862992824 scopus 로고    scopus 로고
    • Coupling pattern recognition with state estimation using Kalman filter for fault diagnosis
    • Nov.
    • O. Ondel, E. Boutleux, E. Blanco, and G. Clerc, "Coupling pattern recognition with state estimation using Kalman filter for fault diagnosis," IEEE Trans. Ind. Electron., vol. 59, no. 11, pp. 4293-4300, Nov. 2012.
    • (2012) IEEE Trans. Ind. Electron , vol.59 , Issue.11 , pp. 4293-4300
    • Ondel, O.1    Boutleux, E.2    Blanco, E.3    Clerc, G.4
  • 31
    • 65249124690 scopus 로고    scopus 로고
    • Experimental study of the evolution of a bar breakage process in a commercial induction machine
    • Sep
    • V. Climente-Alarcon, M. Riera-Guasp, J. Antonino-Daviu, and J. Roger-Folch, "Experimental study of the evolution of a bar breakage process in a commercial induction machine," in Proc. 18th ICEM, Sep. 2008, pp. 1-5.
    • (2008) Proc. 18th ICEM , pp. 1-5
    • Climente-Alarcon, V.1    Riera-Guasp, M.2    Antonino-Daviu, J.3    Roger-Folch, J.4
  • 32
    • 0024172694 scopus 로고
    • Reliability improvement and economic benefits of on-line monitoring systems for large induction machines
    • Oct
    • D. Siyambalapitiya and P. McLaren, "Reliability improvement and economic benefits of on-line monitoring systems for large induction machines," in Conf. Rec. IEEE IAS Annu. Meeting, Oct. 1988, vol. 1, pp. 231-238.
    • (1988) Conf. Rec IEEE IAS Annu. Meeting , vol.1 , pp. 231-238
    • Siyambalapitiya, D.1    McLaren, P.2
  • 33
    • 84855698397 scopus 로고    scopus 로고
    • Markov reliability modeling for induction motor drives under field-oriented control
    • Feb.
    • A. Bazzi, A. Dominguez-Garcia, and P. Krein, "Markov reliability modeling for induction motor drives under field-oriented control," IEEE Trans. Power Electron., vol. 27, no. 2, pp. 534-546, Feb. 2012.
    • (2012) IEEE Trans. Power Electron , vol.27 , Issue.2 , pp. 534-546
    • Bazzi, A.1    Dominguez-Garcia, A.2    Krein, P.3
  • 34
    • 84866506887 scopus 로고    scopus 로고
    • Survey on reliability of power electronic systems
    • Jan.
    • Y. Song and B.Wang, "Survey on reliability of power electronic systems," IEEE Trans. Power Electron., vol. 28, no. 1, pp. 591-604, Jan. 2012.
    • (2012) IEEE Trans. Power Electron , vol.28 , Issue.1 , pp. 591-604
    • Song, Y.1    Wang, B.2
  • 35
    • 80053630589 scopus 로고    scopus 로고
    • Causal analysis for troubleshooting and decision support system
    • Jun
    • B. U. Kim, S. Vohnout, E.Mikkola, M. Li, and J. Liu, "Causal analysis for troubleshooting and decision support system," in Proc. IEEE Conf. PHM, Jun. 2011, pp. 1-7.
    • (2011) Proc IEEE Conf. PHM , pp. 1-7
    • Kim, B.U.1    Vohnout, S.2    Mikkola, E.3    Li, M.4    Liu, J.5
  • 36
    • 57749205586 scopus 로고    scopus 로고
    • Time frequency analysis for efficient fault diagnosis and failure prognosis for interior permanent-magnet ac motors
    • Dec
    • E. Strangas, S. Aviyente, and S. Zaidi, "Time frequency analysis for efficient fault diagnosis and failure prognosis for interior permanent-magnet ac motors," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4191-4199, Dec. 2008.
    • (2008) IEEE Trans. Ind. Electron , vol.55 , Issue.12 , pp. 4191-4199
    • Strangas, E.1    Aviyente, S.2    Zaidi, S.3
  • 37
    • 1442280076 scopus 로고    scopus 로고
    • New developments in the diagnosis of faults in line-connected and direct torque controlled induction motors
    • Nov
    • S. Cruz, A. Cardoso, and H. Toliyat, "New developments in the diagnosis of faults in line-connected and direct torque controlled induction motors," in Proc. 29th IEEE IECON, Nov. 2003, vol. 2, pp. 1361-1368.
    • (2003) Proc. 29th IEEE IECON , vol.2 , pp. 1361-1368
    • Cruz, S.1    Cardoso, A.2    Toliyat, H.3
  • 38
    • 37749010112 scopus 로고    scopus 로고
    • Feature extraction method in fault diagnosis based on wavelet fuzzy network for power system rotating machinery
    • Jun
    • S. Kang, P. Pang, F. Fan, and G. Ding, "Feature extraction method in fault diagnosis based on wavelet fuzzy network for power system rotating machinery," in Proc. CCC, Jun. 2007, pp. 437-441.
    • (2007) Proc. CCC , pp. 437-441
    • Kang, S.1    Pang, P.2    Fan, F.3    Ding, G.4
  • 39
    • 38049039305 scopus 로고    scopus 로고
    • Combination diagnosis based on genetic algorithm for rotating machinery
    • Aug
    • W. Dou, Z.-S. Liu, and D.-H. Wang, "Combination diagnosis based on genetic algorithm for rotating machinery," in Proc. 3rd ICNC, Aug. 2007, vol. 4, pp. 307-313.
    • (2007) Proc. 3rd ICNC , vol.4 , pp. 307-313
    • Dou, W.1    Liu, Z.-S.2    Wang, D.-H.3
  • 40
    • 0042134665 scopus 로고    scopus 로고
    • Enhancing diagnosis resolution for delay defects based upon statistical timing and statistical fault models
    • Jun
    • A. Krstic, L.-C. Wang, K.-T. Cheng, J.-J. Liou, and T. Mak, "Enhancing diagnosis resolution for delay defects based upon statistical timing and statistical fault models," in Proc. Design Autom. Conf., Jun. 2003, pp. 668-673.
    • (2003) Proc. Design Autom. Conf , pp. 668-673
    • Krstic, A.1    Wang, L.-C.2    Cheng, K.-T.3    Liou, J.-J.4    Mak, T.5
  • 41
    • 44449144476 scopus 로고    scopus 로고
    • Multiphase electric machines for variable-speed applications
    • DOI 10.1109/TIE.2008.918488
    • E. Levi, "Multiphase electric machines for variable-speed applications," IEEE Trans. Ind. Electron., vol. 55, no. 5, pp. 1893-1909, May 2008. (Pubitemid 351751817)
    • (2008) IEEE Transactions on Industrial Electronics , vol.55 , Issue.5 , pp. 1893-1909
    • Levi, E.1
  • 42
    • 78649626212 scopus 로고    scopus 로고
    • Control strategy with minimal controller reconfiguration of fault tolerant polyphase PMSM drives under open circuit fault of one phase
    • Sep
    • F. Baudart, B. Dehez, F. Labrique, E. Matagne, D. Telteu, and P. Alexandre, "Control strategy with minimal controller reconfiguration of fault tolerant polyphase PMSM drives under open circuit fault of one phase," in Proc. 19th ICEM, Sep. 2010, pp. 1-6.
    • (2010) Proc. 19th ICEM , pp. 1-6
    • Baudart, F.1    Dehez, B.2    Labrique, F.3    Matagne, E.4    Telteu, D.5    Alexandre, P.6
  • 43
    • 50049083090 scopus 로고    scopus 로고
    • Current-based condition monitoring and fault tolerant operation for electric machines in automotive applications
    • Oct
    • T. Habetler and Y. Lee, "Current-based condition monitoring and fault tolerant operation for electric machines in automotive applications," in Proc. ICEMS, Oct. 2007, pp. 2011-2016.
    • (2007) Proc. ICEMS , pp. 2011-2016
    • Habetler, T.1    Lee, Y.2
  • 44
    • 38949108264 scopus 로고    scopus 로고
    • Hidden Markov models as a support for diagnosis: Formalization of the problem and synthesis of the solution
    • IEEE SRDS, Oct
    • A. Daidone, F. Di Giandomenico, S. Chiaradonna, and A. Bondavalli, "Hidden Markov models as a support for diagnosis: Formalization of the problem and synthesis of the solution," in Proc. 25th IEEE SRDS, Oct. 2006, pp. 245-256.
    • (2006) Proc. 25th , pp. 245-256
    • Daidone, A.1    Di Giandomenico, F.2    Chiaradonna, S.3    Bondavalli, A.4
  • 47
    • 79960415077 scopus 로고    scopus 로고
    • Particle filter models and phase sensitive detection for prognostication and health monitoring of leadfree electronics under shock and vibration
    • Jun
    • P. Lall, R. Lowe, and K. Goebel, "Particle filter models and phase sensitive detection for prognostication and health monitoring of leadfree electronics under shock and vibration," in Proc. 61st IEEE ECTC, Jun. 3, 2011, pp. 1097-1109.
    • (2011) Proc. 61st IEEE ECTC , vol.3 , pp. 1097-1109
    • Lall, P.1    Lowe, R.2    Goebel, K.3
  • 48
    • 78751532672 scopus 로고    scopus 로고
    • Prognosis of electrical faults in permanent magnet ac machines using the hidden Markov model
    • Nov
    • S. Zaidi, W. Zanardelli, S. Aviyente, and E. Strangas, "Prognosis of electrical faults in permanent magnet ac machines using the hidden Markov model," in Proc. 36th IEEE IECON, Nov. 2010, pp. 2634-2640.
    • (2010) Proc. 36th IEEE IECON , pp. 2634-2640
    • Zaidi, S.1    Zanardelli, W.2    Aviyente, S.3    Strangas, E.4
  • 49
    • 77958494559 scopus 로고    scopus 로고
    • Interdependence of demagnetization, loading, and temperature rise in a permanent-magnet synchronous motor
    • Mar.
    • S. Ruoho, J. Kolehmainen, J. Ikaheimo, and A. Arkkio, "Interdependence of demagnetization, loading, and temperature rise in a permanent-magnet synchronous motor," IEEE Trans. Magn., vol. 46, no. 3, pp. 949-953, Mar. 2010.
    • (2010) IEEE Trans. Magn , vol.46 , Issue.3 , pp. 949-953
    • Ruoho, S.1    Kolehmainen, J.2    Ikaheimo, J.3    Arkkio, A.4


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