메뉴 건너뛰기




Volumn 20, Issue 1, 2005, Pages 106-114

A review of stator fault monitoring techniques of induction motors

Author keywords

Fault monitoring; Induction motors; Maintenance; Stator monitoring

Indexed keywords

COMPUTER SIMULATION; CONDITION MONITORING; ELECTRIC FAULT CURRENTS; MAINTENANCE; MATHEMATICAL MODELS; STATORS;

EID: 15044343813     PISSN: 08858969     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEC.2004.837304     Document Type: Review
Times cited : (489)

References (183)
  • 1
    • 0022206607 scopus 로고
    • "Report of large motor reliability survey of industrial and commercial installations Part I, and II"
    • Motor Reliability Working Group, Jul./Aug
    • Motor Reliability Working Group, "Report of large motor reliability survey of industrial and commercial installations Part I, and II," IEEE Trans. Ind. Appl., vol. IA-21, no. 4, pp. 853-872, Jul./Aug. 1985.
    • (1985) IEEE Trans. Ind. Appl. , vol.IA-21 , Issue.4 , pp. 853-872
  • 2
    • 0024666362 scopus 로고
    • "Improving existing motor protection for medium voltage motors"
    • May/Jun
    • G. J. Paoletti and A. Rose, "Improving existing motor protection for medium voltage motors," IEEE Trans. Ind. Appl., vol. 25, no. 3, pp. 456-464, May/Jun. 1989.
    • (1989) IEEE Trans. Ind. Appl. , vol.25 , Issue.3 , pp. 456-464
    • Paoletti, G.J.1    Rose, A.2
  • 3
    • 0025513448 scopus 로고
    • "Reliability improvement and economic benefits of on-line monitoring system for large induction machines"
    • Jul
    • D. J. T. Siyambolapitiya and P. G. Mclaren, "Reliability improvement and economic benefits of on-line monitoring system for large induction machines," IEEE Trans. Ind. Appl., vol. 26, no. 4, pp. 1018-1025, Jul. 1990.
    • (1990) IEEE Trans. Ind. Appl. , vol.26 , Issue.4 , pp. 1018-1025
    • Siyambolapitiya, D.J.T.1    Mclaren, P.G.2
  • 4
  • 5
    • 0026925895 scopus 로고
    • "Alternatives for assessing the electrical integrity of induction motors"
    • Sep./Oct
    • J. L. Kohler, J. Sottile, and F. C. Trutt, "Alternatives for assessing the electrical integrity of induction motors'," IEEE Trans. Ind. Appl., vol. 28, pp. 1109-1117, Sep./Oct. 1992.
    • (1992) IEEE Trans. Ind. Appl. , vol.28 , pp. 1109-1117
    • Kohler, J.L.1    Sottile, J.2    Trutt, F.C.3
  • 6
    • 0028495750 scopus 로고
    • "Troubleshooting motor problems"
    • Sep./Oct
    • W. R. Finley and R. R. Burke, "Troubleshooting motor problems," IEEE Trans. Ind. Appl., vol. 30, no. 5, pp. 1383-1396, Sep./Oct. 1994.
    • (1994) IEEE Trans. Ind. Appl. , vol.30 , Issue.5 , pp. 1383-1396
    • Finley, W.R.1    Burke, R.R.2
  • 7
    • 0029374064 scopus 로고
    • "A survey of faults on induction motors in offshore oil industry, petrochemical industry, gas terminals, and oil refineries"
    • Sep./Oct
    • 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., vol. 31, no. 5, pp. 1186-1196, Sep./Oct. 1995.
    • (1995) IEEE Trans. Ind. Appl. , vol.31 , Issue.5 , pp. 1186-1196
    • Thorsen, O.V.1    Dalva, M.2
  • 8
    • 0007886050 scopus 로고    scopus 로고
    • "Different approaches to the preventive maintenance of induction motors"
    • R. Belmans and K. Hameyer, "Different approaches to the preventive maintenance of induction motors," in Proc. Int. Conf. Electrical Machines, 1996, pp. 423-428.
    • (1996) Proc. Int. Conf. Electrical Machines , pp. 423-428
    • Belmans, R.1    Hameyer, K.2
  • 9
    • 15044348517 scopus 로고    scopus 로고
    • "Problems and failure sources with the parameter identification of asynchronous machines and their dependence on the identification method"
    • R. Nuscheler and D. Potoradi, "Problems and failure sources with the parameter identification of asynchronous machines and their dependence on the identification method," in Proc. Int. Conf. Electrical Machines, 1996, pp. 130-135.
    • (1996) Proc. Int. Conf. Electrical Machines , pp. 130-135
    • Nuscheler, R.1    Potoradi, D.2
  • 10
    • 0032167118 scopus 로고    scopus 로고
    • "Recent developments in diagnostic testing of stator windings"
    • Sep./Oct
    • V. Warren and G. Stone, "Recent developments in diagnostic testing of stator windings," IEEE Electr. Insul. Mag., vol. 14, pp. 16-24, Sep./Oct. 1998.
    • (1998) IEEE Electr. Insul. Mag. , vol.14 , pp. 16-24
    • Warren, V.1    Stone, G.2
  • 11
    • 0033309003 scopus 로고    scopus 로고
    • "Condition monitoring and fault diagnosis of electrical machines - A review"
    • S. Nandi and H. A. Toliyat, "Condition monitoring and fault diagnosis of electrical machines - A review," in Proc. Ind. Applicat. Soc., vol. 1, 1999, pp. 197-204.
    • (1999) Proc. Ind. Applicat. Soc. , vol.1 , pp. 197-204
    • Nandi, S.1    Toliyat, H.A.2
  • 12
    • 0003196050 scopus 로고    scopus 로고
    • "A review of on-line condition monitoring techniques for three phase squirrel induction motors - Past, present and future"
    • W. T. Thompson, "A review of on-line condition monitoring techniques for three phase squirrel induction motors - Past, present and future," in Proc. IEEE Int. Symp. Diagnostics Electrical Machines, Power Electronics Drives, 1999, pp. 3-18.
    • (1999) Proc. IEEE Int. Symp. Diagnostics Electrical Machines, Power Electronics Drives , pp. 3-18
    • Thompson, W.T.1
  • 13
    • 0032606981 scopus 로고    scopus 로고
    • "NEMA motor-generator standards for three-phase induction motors"
    • May/Jun
    • A. H. Bonnett and G. C. Soukup, "NEMA motor-generator standards for three-phase induction motors," IEEE Ind. Appl. Mag., vol. 5, no. 5, pp. 49-63, May/Jun. 1999.
    • (1999) IEEE Ind. Appl. Mag. , vol.5 , Issue.5 , pp. 49-63
    • Bonnett, A.H.1    Soukup, G.C.2
  • 14
    • 0032593046 scopus 로고    scopus 로고
    • "Failure identification and analysis for high-voltage induction motors in the petrochemical industry"
    • Jul./Aug
    • O. V. Thorsen and M. Dalva, "Failure identification and analysis for high-voltage induction motors in the petrochemical industry," IEEE Trans. Ind. Appl., vol. 35, no. 4, pp. 810-818, Jul./Aug. 1999.
    • (1999) IEEE Trans. Ind. Appl. , vol.35 , Issue.4 , pp. 810-818
    • Thorsen, O.V.1    Dalva, M.2
  • 16
    • 0032606292 scopus 로고    scopus 로고
    • "Field motor testing: Limiting risk"
    • May/Jun
    • M. M. Hodowanec and D. M. Bezesky, "Field motor testing: Limiting risk," IEEE Ind. Appl. Mag., vol. 5, no. 3, pp. 38-48, May /Jun. 1999.
    • (1999) IEEE Ind. Appl. Mag. , vol.5 , Issue.3 , pp. 38-48
    • Hodowanec, M.M.1    Bezesky, D.M.2
  • 17
    • 0034297416 scopus 로고    scopus 로고
    • "A review of induction motors signature analysis as a medium for faults detection"
    • Oct
    • M. E. H. Benbouzid, "A review of induction motors signature analysis as a medium for faults detection," IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 984-993, Oct. 2000.
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , Issue.5 , pp. 984-993
    • Benbouzid, M.E.H.1
  • 18
    • 15044342258 scopus 로고
    • "Improved Motors for Utility Applications, Final Rep."
    • EPRI EL-4286, 1763-1
    • "Improved Motors for Utility Applications, Final Rep.," EPRI EL-4286, 1763-1, vol. 1 & 2, 1982.
    • (1982) , vol.1-2
  • 19
    • 35348827294 scopus 로고
    • "Electric Motor Predictive and Preventive Maintenance Guide"
    • NP-7502, Res. Project 2814-35 Rep
    • J. Oliver, "Electric Motor Predictive and Preventive Maintenance Guide," NP-7502, Res. Project 2814-35 Rep., 1992.
    • (1992)
    • Oliver, J.1
  • 46
    • 15044348966 scopus 로고
    • "Method and Apparatus for Detecting Rotor Flux Variations in the Air-Gap of Dynamo-Electric Machines"
    • D. R. Albright, "Method and Apparatus for Detecting Rotor Flux Variations in the Air-Gap of Dynamo-Electric Machines," U.S. Patent 3 506914, 1970.
    • (1970) U.S. Patent 3 506914
    • Albright, D.R.1
  • 47
    • 15044349232 scopus 로고
    • "Induction Motor Load Monitor and Control Apparatus"
    • Dec
    • R. F. Dumbeck, "Induction Motor Load Monitor and Control Apparatus," U.S. Patent 4 063 112, Dec. 1977.
    • (1977) U.S. Patent 4 063 112
    • Dumbeck, R.F.1
  • 48
    • 15044339206 scopus 로고
    • "Circuit for Monitoring the Mechanical Power from an Induction Motor and for Detecting Excessive Heat Exchanger Icing"
    • Oct
    • D. A. Gephart and B. H. Weber, "Circuit for Monitoring the Mechanical Power from an Induction Motor and for Detecting Excessive Heat Exchanger Icing," U.S. Patent 4 123 792, Oct. 1978.
    • (1978) U.S. Patent 4 123 792
    • Gephart, D.A.1    Weber, B.H.2
  • 49
    • 15044354642 scopus 로고
    • "Spectral Analysis of Induction Motor Current to Detect Rotor Faults with Reduced False Alarms"
    • Sep
    • G. B. Kliman, "Spectral Analysis of Induction Motor Current to Detect Rotor Faults with Reduced False Alarms," U.S. Patent 5049 815, Sep. 1991.
    • (1991) U.S. Patent 5049 815
    • Kliman, G.B.1
  • 50
    • 15044353851 scopus 로고
    • "Method and Apparatus for Controlling the Supply of Power to an Induction Motor to Maintain High Efficiency Under Varying Load Conditions"
    • Aug
    • T. Hatanaka and N. Kuwahara, "Method and Apparatus for Controlling the Supply of Power to an Induction Motor to Maintain High Efficiency Under Varying Load Conditions," U.S. Patent 5 241 256, Aug. 1993.
    • (1993) U.S. Patent 5 241 256
    • Hatanaka, T.1    Kuwahara, N.2
  • 51
    • 15044366346 scopus 로고
    • "Fault Isolation in an Induction Motor Control System"
    • Nov
    • M. A. Masmr, X. Xu, and F. Liang, "Fault Isolation in an Induction Motor Control System," U.S. Patent 5 469 351, Nov. 1995.
    • (1995) U.S. Patent 5 469 351
    • Masmr, M.A.1    Xu, X.2    Liang, F.3
  • 53
    • 15044351071 scopus 로고    scopus 로고
    • "Induction Motor Speed Determination by Flux Spectral Analysis"
    • Jun
    • S. V. Bowers III and K. R. Piety, "Induction Motor Speed Determination by Flux Spectral Analysis," U.S. Patent 5 530 343, Jun. 1996.
    • (1996) U.S. Patent 5 530 343
    • Bowers III, S.V.1    Piety, K.R.2
  • 54
    • 15044359316 scopus 로고    scopus 로고
    • "Neural Network Auto-Associator and Method for Induction Motor Monitoring"
    • Nov
    • T. Petsche and S. J. Hanson, "Neural Network Auto-Associator and Method for Induction Motor Monitoring," U.S. Patent 5 576 632, Nov. 1996.
    • (1996) U.S. Patent 5 576 632
    • Petsche, T.1    Hanson, S.J.2
  • 55
    • 15044366345 scopus 로고    scopus 로고
    • "Radial Basis Function Neural Network Auto-Associator and Method for Induction Motor Monitoring"
    • Nov
    • T. Petsche and C. Garrett, "Radial Basis Function Neural Network Auto-Associator and Method for Induction Motor Monitoring," U.S. Patent 5 574 387, Nov. 1996.
    • (1996) U.S. Patent 5 574 387
    • Petsche, T.1    Garrett, C.2
  • 57
    • 15044348965 scopus 로고
    • Mechanical Vibration of Rotating Electrical Machines with Shaft Heights 56 mm and Higher-Measurement, Evaluation and Limits of Vibration Severity
    • Bureau of Indian Standards IS: 12 075-1987
    • Mechanical Vibration of Rotating Electrical Machines with Shaft Heights 56 mm and Higher-Measurement, Evaluation and Limits of Vibration Severity, Bureau of Indian Standards IS: 12 075-1987, 1987.
    • (1987)
  • 61
    • 0026886680 scopus 로고
    • "Cause and analysis of stator and rotor failures in three-phase squirrel-cage induction motors"
    • Jul./Aug
    • A. H. Bonnet, "Cause and analysis of stator and rotor failures in three-phase squirrel-cage induction motors," IEEE Trans. Ind. Appl. vol. 28, no. 4, pp. 921-437, Jul./Aug. 1992.
    • (1992) IEEE Trans. Ind. Appl. , vol.28 , Issue.4 , pp. 921-937
    • Bonnet, A.H.1
  • 62
    • 0022910464 scopus 로고
    • "Rotor failures in squirrel cage induction motors"
    • Nov./Dec
    • A. H. Bonnett and G. C. Soukpup, "Rotor failures in squirrel cage induction motors," IEEE Trans. Ind. Appl., vol. IA-22, no. 6, pp. 1165-1173, Nov./Dec. 1986.
    • (1986) IEEE Trans. Ind. Appl. , vol.IA-22 , Issue.6 , pp. 1165-1173
    • Bonnett, A.H.1    Soukpup, G.C.2
  • 63
    • 15044341788 scopus 로고    scopus 로고
    • [On-line]. Available: www.indiaelectricmarket.com/cgi-bin/iemhome1/ recentadvances/inductionmotor
    • Induction Motors (LV/HV) Failures and its Prevention Guidelines [On-line]. Available: www.indiaelectricmarket.com/cgi-bin/iemhome1/ recentadvances/inductionmotor
    • Induction Motors (LV/HV) Failures and Its Prevention Guidelines
  • 64
    • 0022451556 scopus 로고
    • "Vibration and current monitoring for detecting air gap eccentricity in large induction motors"
    • May
    • J. R. Cameron, W. T. Thomson, and A. B. Dow, "Vibration and current monitoring for detecting air gap eccentricity in large induction motors," Proc. Inst. Elect. Eng. B, vol. 133, no. 3, pp. 155-163, May 1986.
    • (1986) Proc. Inst. Elect. Eng. B , vol.133 , Issue.3 , pp. 155-163
    • Cameron, J.R.1    Thomson, W.T.2    Dow, A.B.3
  • 65
    • 0022491558 scopus 로고
    • "Monitoring generators and large motors"
    • May
    • P. J. Tavner, B. G. Gaydon, and D. M. Ward, "Monitoring generators and large motors," Proc. Inst. Elect. Eng. B, vol. 133, no. 3, pp. 169-180, May 1986.
    • (1986) Proc. Inst. Elect. Eng. B , vol.133 , Issue.3 , pp. 169-180
    • Tavner, P.J.1    Gaydon, B.G.2    Ward, D.M.3
  • 66
    • 0022576973 scopus 로고
    • "Condition monitoring of electrical drives"
    • May
    • J. Perman, M. N. Dey, A. J. Tait, and W. E. Bryan, "Condition monitoring of electrical drives," Proc. Inst. Elect. Eng. B, vol. 133, no. 3, pp. 142-148, May 1986.
    • (1986) Proc. Inst. Elect. Eng. B , vol.133 , Issue.3 , pp. 142-148
    • Perman, J.1    Dey, M.N.2    Tait, A.J.3    Bryan, W.E.4
  • 67
    • 0022754343 scopus 로고
    • "A new approach to flux and torque-sensing in induction machines"
    • Jul./Aug
    • T. A. Lipo and K. C. Chang, "A new approach to flux and torque-sensing in induction machines," IEEE Trans. Ind. Applicant., vol. IA-12, no. 4, pp. 731-737, Jul./Aug. 1986.
    • (1986) IEEE Trans. Ind. Applicant. , vol.IA-12 , Issue.4 , pp. 731-737
    • Lipo, T.A.1    Chang, K.C.2
  • 68
    • 15044347108 scopus 로고    scopus 로고
    • Proactive Motor Monitoring Through Temperature, Shaft Current and Magnetic Flux Measurements
    • [Online]. Available: www.compsys.com/files/ProactiveTCF.pdf
    • S. V. Bowers and K. R. Piety. Proactive Motor Monitoring Through Temperature, Shaft Current and Magnetic Flux Measurements. [Online]. Available: www.compsys.com/files/ProactiveTCF.pdf
    • Bowers, S.V.1    Piety, K.R.2
  • 69
    • 0023345568 scopus 로고
    • "Vibration behavior of stators of electrical machines, PartI: Theoretical study"
    • S. P. Verma, R. K. Singal, and K. Williams, "Vibration behavior of stators of electrical machines, PartI: Theoretical study," J. Sound Vib., vol. 115, pp. 1-12, 1987.
    • (1987) J. Sound Vib. , vol.115 , pp. 1-12
    • Verma, S.P.1    Singal, R.K.2    Williams, K.3
  • 70
    • 0023345275 scopus 로고
    • "Vibration behavior of stators of electrical machines, PartII: Experimental study"
    • R. K. Singal, K. Williams, and S. P. Verma, "Vibration behavior of stators of electrical machines, PartII: Experimental study," J. Sound Vib., vol. 115, pp. 13-23, 1987.
    • (1987) J. Sound Vib. , vol.115 , pp. 13-23
    • Singal, R.K.1    Williams, K.2    Verma, S.P.3
  • 71
    • 0023566074 scopus 로고
    • "The use of partial discharge and impulse voltage testing in the evaluation of intertum insulation failure of large motors"
    • Dec
    • O. M. Nassar, "The use of partial discharge and impulse voltage testing in the evaluation of intertum insulation failure of large motors," IEEE Trans. Energy Convers., vol. EC-2, no. 4, pp. 615-621, Dec. 1987.
    • (1987) IEEE Trans. Energy Convers. , vol.EC-2 , Issue.4 , pp. 615-621
    • Nassar, O.M.1
  • 73
    • 0023602163 scopus 로고
    • "Turn insulation capability of large AC motors. Part 2 -Impulse strength"
    • Dec
    • B. K. Gupta, B. A. Lloyd, G. C. Stone, D. K. Sharma, and J. P. Fitzgerald, "Turn insulation capability of large AC motors. Part 2 -Impulse strength," IEEE Trans. Energy Convers., vol. EC-2, no. 4, pp. 666-673, Dec. 1987.
    • (1987) IEEE Trans. Energy Convers. , vol.EC-2 , Issue.4 , pp. 666-673
    • Gupta, B.K.1    Lloyd, B.A.2    Stone, G.C.3    Sharma, D.K.4    Fitzgerald, J.P.5
  • 75
    • 0024038590 scopus 로고
    • "Corona in high voltage rotating machine windings"
    • Jul./Aug
    • J. C. Botts, "Corona in high voltage rotating machine windings," IEEE Elect. Insul. Mag., vol. 4, no. 4, pp. 29-34, Jul./Aug. 1988.
    • (1988) IEEE Elect. Insul. Mag. , vol.4 , Issue.4 , pp. 29-34
    • Botts, J.C.1
  • 78
    • 0024924034 scopus 로고
    • "Failure identification of induction motors by sensing unbalanced stator currents"
    • Dec
    • R. Natarajan, "Failure identification of induction motors by sensing unbalanced stator currents," IEEE Trans. Energy Convers., vol. 4, no. 4, pp. 585-590, Dec. 1989.
    • (1989) IEEE Trans. Energy Convers. , vol.4 , Issue.4 , pp. 585-590
    • Natarajan, R.1
  • 80
    • 0029699328 scopus 로고    scopus 로고
    • "Noise and vibrations of electrical machines and drives; Their production and means of reduction"
    • Piscataway, NJ
    • S. P. Verma, "Noise and vibrations of electrical machines and drives; Their production and means of reduction," in Proc. IEEE Intl. Conf. Power Electron., Drives and Energy Systems for Industrial Growth, vol. 2, Piscataway, NJ, 1996, pp. 1031-1037.
    • (1996) Proc. IEEE Intl. Conf. Power Electron., Drives and Energy Systems for Industrial Growth , vol.2 , pp. 1031-1037
    • Verma, S.P.1
  • 81
    • 0026895587 scopus 로고
    • "Noise test on rotating electrical motors under load"
    • P. L. Timar, "Noise test on rotating electrical motors under load," Elect. Mach. Power Syst., vol. 20, pp. 339-353, 1992.
    • (1992) Elect. Mach. Power Syst. , vol.20 , pp. 339-353
    • Timar, P.L.1
  • 82
    • 0026925925 scopus 로고
    • "Methods of motor current signature analysis"
    • Sept
    • G. B. Kliman and J. Stein, "Methods of motor current signature analysis," Elect. Mach. Power Syst., vol. 20, pp. 463-474, Sept. 1992.
    • (1992) Elect. Mach. Power Syst. , vol.20 , pp. 463-474
    • Kliman, G.B.1    Stein, J.2
  • 83
    • 0028543269 scopus 로고
    • "Motor failures due to steep fronted switching surges: The need for surge protection - User's experience"
    • Nov./Dec
    • P. A. Zotos, "Motor failures due to steep fronted switching surges: The need for surge protection - User's experience," IEEE Trans. Ind. Appl., vol. 30, no. 6, pp. 1514-1524, Nov./Dec. 1994.
    • (1994) IEEE Trans. Ind. Appl. , vol.30 , Issue.6 , pp. 1514-1524
    • Zotos, P.A.1
  • 84
    • 0028742406 scopus 로고
    • "Detection and location of intertum 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 intertum 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
  • 86
    • 0029231156 scopus 로고
    • "Partial discharge pulse distribution pattern analysis"
    • Jan
    • T. Tanaka, "Partial discharge pulse distribution pattern analysis," Proc. Inst. Elect. Eng., Sci. Meas. Technol., vol. 142, pp. 46-50, Jan. 1995.
    • (1995) Proc. Inst. Elect. Eng., Sci. Meas. Technol. , vol.142 , pp. 46-50
    • Tanaka, T.1
  • 87
    • 0029209481 scopus 로고
    • "Partial discharge plant-monitoring technology: Present and future developments"
    • Jan
    • I. J. Kemp, "Partial discharge plant-monitoring technology: Present and future developments," Proc. Inst. Elect. Eng., Sci. Meas. Technol. vol. 142, pp. 4-10, Jan. 1995.
    • (1995) Proc. Inst. Elect. Eng., Sci. Meas. Technol. , vol.142 , pp. 4-10
    • Kemp, I.J.1
  • 88
    • 0029267664 scopus 로고
    • "In- Service evaluation of motor and generator stator windings under partial discharge tests"
    • Mar./Apr
    • G. C. Stone and H. G. Sedding, "In- Service evaluation of motor and generator stator windings under partial discharge tests," IEEE Trans. Ind. Appl., vol. 31, no. 2, pp. 299-303, Mar./Apr. 1995.
    • (1995) IEEE Trans. Ind. Appl. , vol.31 , Issue.2 , pp. 299-303
    • Stone, G.C.1    Sedding, H.G.2
  • 89
    • 0029377996 scopus 로고
    • "Monitoring of defects in induction motors through air-gap torque observation"
    • Sep./Oct
    • J. S. Hsu, "Monitoring of defects in induction motors through air-gap torque observation," IEEE Trans. Ind. Appl., vol. 31, no. 5, pp. 1016-1021, Sep./Oct. 1995.
    • (1995) IEEE Trans. Ind. Appl. , vol.31 , Issue.5 , pp. 1016-1021
    • Hsu, J.S.1
  • 90
    • 0029513102 scopus 로고
    • "On-line current monitoring to detect rotor winding and electromechanical problems in induction motor drives"
    • Jan
    • W. T. Thomson, "On-line current monitoring to detect rotor winding and electromechanical problems in induction motor drives," in Proc. Inst. Elect. Eng. Coll. Elect. Mach., Jan. 1995, pp. 8/1-8 /6.
    • (1995) Proc. Inst. Elect. Eng. Coll. Elect. Mach.
    • Thomson, W.T.1
  • 91
    • 0030106079 scopus 로고    scopus 로고
    • "Application of partial discharge testing to motor and generator stator winding maintenance"
    • Mar./Apr
    • G. C. Stone, H. G. Sedding, and M. J. Costello, "Application of partial discharge testing to motor and generator stator winding maintenance," IEEE Trans. Ind. Appl., vol. 32, no. 2, pp. 459-464, Mar./Apr. 1996.
    • (1996) IEEE Trans. Ind. Appl. , vol.32 , Issue.2 , pp. 459-464
    • Stone, G.C.1    Sedding, H.G.2    Costello, M.J.3
  • 92
    • 0030195155 scopus 로고    scopus 로고
    • "Instantaneous power as a medium for the signature analysis of induction motors"
    • Jul./Aug
    • S. F. Legowski, A. H. M. S. Ula, and A. M. Trzynadlowski, "Instantaneous power as a medium for the signature analysis of induction motors," IEEE Trans. Ind. Appl., vol. 32, no. 4, pp. 904-909, Jul./Aug. 1996.
    • (1996) IEEE Trans. Ind. Appl. , vol.32 , Issue.4 , pp. 904-909
    • Legowski, S.F.1    Ula, A.H.M.S.2    Trzynadlowski, A.M.3
  • 93
    • 0030146850 scopus 로고    scopus 로고
    • "Experimental study of the vibrational behavior of machine stators"
    • May
    • S. C. Chang and R. Yacamini, "Experimental study of the vibrational behavior of machine stators," Proc. Inst. Elect. Eng., Elect. Power Appl., vol. 143, no. 3, pp. 242-250, May 1996.
    • (1996) Proc. Inst. Elect. Eng., Elect. Power Appl. , vol.143 , Issue.3 , pp. 242-250
    • Chang, S.C.1    Yacamini, R.2
  • 94
    • 0030676508 scopus 로고    scopus 로고
    • "Analysis of air gap flux, current and vibration signals as a function of the combination of static and dynamic air gap eccentricity in the 3-phase induction motors"
    • Jan./Feb
    • -D. G. Dorrell, W. T. Thomson, and S. Roach, "Analysis of air gap flux, current and vibration signals as a function of the combination of static and dynamic air gap eccentricity in the 3-phase induction motors," IEEE Trans. Ind. Appl., vol. 33, no. 1, pp. 24-34, Jan./Feb. 1997.
    • (1997) IEEE Trans. Ind. Appl. , vol.33 , Issue.1 , pp. 24-34
    • Dorrell, -D.G.1    Thomson, W.T.2    Roach, S.3
  • 95
    • 0031381289 scopus 로고    scopus 로고
    • "Insulation failure prediction in induction machines using line-neutral voltages"
    • Oct
    • M. A. Cash, T. G. Habetler, and G. B. Kliman, "Insulation failure prediction in induction machines using line-neutral voltages," in Proc. IEEE Ind. Applicat. Soc. Annu. Meeting, vol. 1, Oct. 1997, pp. 208-212.
    • (1997) Proc. IEEE Ind. Applicat. Soc. Annu. Meeting , vol.1 , pp. 208-212
    • Cash, M.A.1    Habetler, T.G.2    Kliman, G.B.3
  • 96
    • 0031381288 scopus 로고    scopus 로고
    • "An adaptive, on-line, statistical method for detection of broken bars in motors using stator current and torque estimation"
    • Oct
    • B. Yazici, G. B. Kliman, W. J. Premerlani, R. A. Koegl, and A. Abdel-Malek, "An adaptive, on-line, statistical method for detection of broken bars in motors using stator current and torque estimation," in Proc. IEEE Ind. Applicat. Soc. Annu. Meeting, vol. 1, Oct. 1997, pp. 221-226.
    • (1997) Proc. IEEE Ind. Applicat. Soc. Annu. Meeting , vol.1 , pp. 221-226
    • Yazici, B.1    Kliman, G.B.2    Premerlani, W.J.3    Koegl, R.A.4    Abdel-Malek, A.5
  • 98
    • 0031359595 scopus 로고    scopus 로고
    • "Condition monitoring methods, failure identification and analysis for high voltage motors in petrochemical industry"
    • O. V. Thorsen and M. Dalva, "Condition monitoring methods, failure identification and analysis for high voltage motors in petrochemical industry," Proc. Inst. Elect. Eng., Elect. Mach. Drives, pp. 109-113, 1997.
    • (1997) Proc. Inst. Elect. Eng., Elect. Mach. Drives , pp. 109-113
    • Thorsen, O.V.1    Dalva, M.2
  • 99
    • 0032048074 scopus 로고    scopus 로고
    • "Development of a portable diagnostic apparatus for coil insulators in low-voltage induction motors"
    • Apr
    • Y. Takezawa, Y. Itoh, M. Shimodera, and H. Miya, "Development of a portable diagnostic apparatus for coil insulators in low-voltage induction motors," IEEE Trans. Dielect. Elect. Insulation, vol. 5, no. 2, pp. 290-295, Apr. 1998.
    • (1998) IEEE Trans. Dielect. Elect. Insulation , vol.5 , Issue.2 , pp. 290-295
    • Takezawa, Y.1    Itoh, Y.2    Shimodera, M.3    Miya, H.4
  • 100
    • 0035396689 scopus 로고    scopus 로고
    • "Current signature analysis to detect induction motor faults"
    • July/Aug
    • W. T. Thomson and M. Fenger, "Current signature analysis to detect induction motor faults," IEEE Ind. Appl. Mag., vol. 7, no. 4. pp. 26-34, July/Aug. 2001.
    • (2001) IEEE Ind. Appl. Mag. , vol.7 , Issue.4 , pp. 26-34
    • Thomson, W.T.1    Fenger, M.2
  • 101
    • 0032154445 scopus 로고    scopus 로고
    • "Experimental investigations on the stators of electrical machines in relation to vibration and noise problems
    • Sept
    • S. P. Verma and A. Balan, "Experimental investigations on the stators of electrical machines in relation to vibration and noise problems," Proc. Inst. Elect. Eng., Elect. Power Appl., vol. 145, no. 5, pp. 455-461, Sept. 1998.
    • (1998) Proc. Inst. Elect. Eng., Elect. Power Appl. , vol.145 , Issue.5 , pp. 455-461
    • Verma, S.P.1    Balan, A.2
  • 102
    • 0032205376 scopus 로고    scopus 로고
    • "On-line monitoring of partial discharge on stator windings of large rotating machines in the petrochemical environment"
    • Nov./Dec
    • A. Bethge, P. K.-W. Lo, J. T. Phillipson, and J. R. Weidner, "On-line monitoring of partial discharge on stator windings of large rotating machines in the petrochemical environment," IEEE Trans. Ind. Appl. vol. 34, no. 6, pp. 1359-1365, Nov./Dec. 1998.
    • (1998) IEEE Trans. Ind. Appl. , vol.34 , Issue.6 , pp. 1359-1365
    • Bethge, A.1    Lo, P.K.-W.2    Phillipson, J.T.3    Weidner, J.R.4
  • 103
    • 0032205939 scopus 로고    scopus 로고
    • "Insulation failure prediction in AC machines using line-neutral voltages"
    • Nov./Dec
    • M. A. Cash, H. G. Habetler, and G. B. Kliman, "Insulation failure prediction in AC machines using line-neutral voltages," IEEE Trans. Ind. Appl., vol. 34, no. 6, pp. 1234-1239, Nov./Dec. 1998.
    • (1998) IEEE Trans. Ind. Appl. , vol.34 , Issue.6 , pp. 1234-1239
    • Cash, M.A.1    Habetler, H.G.2    Kliman, G.B.3
  • 104
    • 0032202215 scopus 로고    scopus 로고
    • "A method for sensor less on-line vibration monitoring of induction machines"
    • Nov./Dec
    • C. M. Riley, B. K. Lin, T. G. Habetler, and R. R. Schoen, "A method for sensor less on-line vibration monitoring of induction machines," IEEE Trans. Ind. Appl., vol. 34, no. 6, pp. 1240-1245, Nov./Dec. 1998.
    • (1998) IEEE Trans. Ind. Appl. , vol.34 , Issue.6 , pp. 1240-1245
    • Riley, C.M.1    Lin, B.K.2    Habetler, T.G.3    Schoen, R.R.4
  • 105
    • 4243256892 scopus 로고    scopus 로고
    • "Stator current harmonics and their causal vibrations: A preliminary investigation of sensor less vibration monitoring applications"
    • Jan./Feb
    • C. M. Riley, B. K. Lin, T. G. Habetler, and G. B. Kliman, "Stator current harmonics and their causal vibrations: A preliminary investigation of sensor less vibration monitoring applications," IEEE Trans. Ind. Appl., vol. 35, no. 1, pp. 94-99, Jan./Feb. 1999.
    • (1999) IEEE Trans. Ind. Appl. , vol.35 , Issue.1 , pp. 94-99
    • Riley, C.M.1    Lin, B.K.2    Habetler, T.G.3    Kliman, G.B.4
  • 107
    • 0032651523 scopus 로고    scopus 로고
    • "Monitoring partial discharges on 4-kV motor windings"
    • May/Jun
    • S. M. Tetrault, G. C. Stone, and H. G. Sedding, "Monitoring partial discharges on 4-kV motor windings," IEEE Trans. Ind. Appl., vol. 35, no. 3, pp. 682-688, May/Jun. 1999.
    • (1999) IEEE Trans. Ind. Appl. , vol.35 , Issue.3 , pp. 682-688
    • Tetrault, S.M.1    Stone, G.C.2    Sedding, H.G.3
  • 108
    • 0034228859 scopus 로고    scopus 로고
    • "Static motor circuit analysis: An introduction to theory and application"
    • July/Aug
    • H. W. Penrose and J. Jette, "Static motor circuit analysis: An introduction to theory and application," IEEE Electr. Insul. Mag. vol. 16, no. 4, pp. 6-10, July/Aug. 2000.
    • (2000) IEEE Electr. Insul. Mag. , vol.16 , Issue.4 , pp. 6-10
    • Penrose, H.W.1    Jette, J.2
  • 110
    • 0035274989 scopus 로고    scopus 로고
    • "Current monitoring for detecting inter-turn short circuits in induction motors"
    • Mar
    • A. Stavrou, H. G. Sedding, and J. Penman, "Current monitoring for detecting inter-turn short circuits in induction motors," IEEE Trans. Energy Convers., vol. 16, no. 1, pp. 32-37, Mar. 2001.
    • (2001) IEEE Trans. Energy Convers. , vol.16 , Issue.1 , pp. 32-37
    • Stavrou, A.1    Sedding, H.G.2    Penman, J.3
  • 111
    • 0036166069 scopus 로고    scopus 로고
    • "Sound power radiated from an inverter-driven induction motor: Experimental investigation"
    • Jan
    • C. Wang, A. Astfalck, and J. C. S. Lai, "Sound power radiated from an inverter-driven induction motor: Experimental investigation," Proc. Inst. Elect. Eng., Elect. Power Appl., vol. 149, no. 1, pp. 46-52, Jan. 2002.
    • (2002) Proc. Inst. Elect. Eng., Elect. Power Appl. , vol.149 , Issue.1 , pp. 46-52
    • Wang, C.1    Astfalck, A.2    Lai, J.C.S.3
  • 112
    • 0034156075 scopus 로고    scopus 로고
    • "H-G diagram based rotor parameters identification for induction motors thermal monitoring"
    • Mar
    • M. S. N. Said and M. E. H. Benbouzid, "H-G diagram based rotor parameters identification for induction motors thermal monitoring," IEEE Trans. Energy Convers., vol. 15, no. 1, pp. 14-18, Mar. 2002.
    • (2002) IEEE Trans. Energy Convers. , vol.15 , Issue.1 , pp. 14-18
    • Said, M.S.N.1    Benbouzid, M.E.H.2
  • 113
    • 0036577583 scopus 로고    scopus 로고
    • "A study of armature winding internal faults for turbogenerators"
    • May/Jun
    • X. Wang, S. Chen, W. Wang, Y. Sun, and L. Xu, "A study of armature winding internal faults for turbogenerators," IEEE Trans. Ind. Appl. vol. 38, pp. 625-631, May/Jun. 2002.
    • (2002) IEEE Trans. Ind. Appl. , vol.38 , pp. 625-631
    • Wang, X.1    Chen, S.2    Wang, W.3    Sun, Y.4    Xu, L.5
  • 114
    • 15044349233 scopus 로고    scopus 로고
    • Condition Monitoring of Electric Motors Using Instantaneous Angular Speed
    • [Online]. Available: www.maintenance.org.uk/RESEARCH/ Marcon%2001%20publications/Ahmed.pdf
    • A. B. Sasi, B. Payne, A. York, F. Gu, and A. Ball, Condition Monitoring of Electric Motors Using Instantaneous Angular Speed. [Online]. Available: www.maintenance.org.uk/RESEARCH/Marcon%2001%20publications/ Ahmed.pdf
    • Sasi, A.B.1    Payne, B.2    York, A.3    Gu, F.4    Ball, A.5
  • 115
    • 15044362229 scopus 로고    scopus 로고
    • "Motor circuit analysis standards"
    • June
    • H. W. Penrose, "Motor circuit analysis standards," MCA Newsletter June 2002.
    • (2002) MCA Newsletter
    • Penrose, H.W.1
  • 116
    • 15044365789 scopus 로고    scopus 로고
    • Comparison of New Stator Winding Testing Technologies
    • [Online]. Available: www.irispower.com/techpapers/tp34.html
    • G. C. Stone and V. Warren, Comparison of New Stator Winding Testing Technologies. [Online]. Available: www.irispower.com/techpapers/ tp34.html
    • Stone, G.C.1    Warren, V.2
  • 117
    • 15044348515 scopus 로고    scopus 로고
    • Riding the Reflected Wave to Improve Variable-Speed AC Motor Reliability
    • Rockwell Int. Corp. [Online]. Available: www.reliance.com/pdfelements/ d7722/
    • Riding the Reflected Wave to Improve Variable-Speed AC Motor Reliability. Rockwell Int. Corp. [Online]. Available: www.reliance.com/ pdfelements/d7722/
  • 118
    • 15044345675 scopus 로고    scopus 로고
    • "Variable frequency drives optimize performance and protection of off-shore oil electric submersible pumps"
    • Milwaukee, WI: Rockwell Automation
    • "Variable frequency drives optimize performance and protection of off-shore oil electric submersible pumps," in Allen -Bradley Variable Frequency Drives Application Notes. Milwaukee, WI: Rockwell Automation.
    • Allen -Bradley Variable Frequency Drives Application Notes
  • 119
    • 15044342257 scopus 로고    scopus 로고
    • Insulation for Inverter Fed Motors
    • [Online]. Available: www.techcentre.tde.alstom.com
    • Insulation for Inverter Fed Motors [Online]. Available: www.techcentre.tde.alstom.com
  • 120
    • 1842839659 scopus 로고
    • "Condition monitoring of electrical machine using real time expert systems"
    • Pisa, Italy, Sep
    • D. Leith, N. D. Deans, and L. I. D. Stewart, "Condition monitoring of electrical machine using real time expert systems," in Proc. Int. Conf. Electrical Machines, vol. 3, Pisa, Italy, Sep. 1988, pp. 297-302.
    • (1988) Proc. Int. Conf. Electrical Machines , vol.3 , pp. 297-302
    • Leith, D.1    Deans, N.D.2    Stewart, L.I.D.3
  • 121
    • 15044348967 scopus 로고
    • "An approach to knowledge representation about induction machine diagnostics in expert systems"
    • Pisa, Italy, Sept
    • F. Filippetti, G. Franceschini, M. Martelli, and C. Tassoni, "An approach to knowledge representation about induction machine diagnostics in expert systems," in Proc. Int. Conf. Electrical Machines, vol. 3, Pisa, Italy, Sept. 1988, pp. 289-296.
    • (1988) Proc. Int. Conf. Electrical Machines , vol.3 , pp. 289-296
    • Filippetti, F.1    Franceschini, G.2    Martelli, M.3    Tassoni, C.4
  • 123
    • 15044341332 scopus 로고
    • "A new scheme of fault detection based on neural nets"
    • J. Luo and Q.-F. Yang, "A new scheme of fault detection based on neural nets," in Proc. IEEE Int. Symp. Ind. Electron., vol. 2, 1992, pp. 580-583.
    • (1992) Proc. IEEE Int. Symp. Ind. Electron. , vol.2 , pp. 580-583
    • Luo, J.1    Yang, Q.-F.2
  • 124
    • 0028743962 scopus 로고
    • "A hybrid fuzzy/neural system used to extract heuristic knowledge from a fault detection problem"
    • P. V. Goode and M. Y. Chow, "A hybrid fuzzy/neural system used to extract heuristic knowledge from a fault detection problem," in Proc. 3rd Conf. Fuzzy Syst., vol. 3, 1994, pp. 1731-1736.
    • (1994) Proc. 3rd Conf. Fuzzy Syst. , vol.3 , pp. 1731-1736
    • Goode, P.V.1    Chow, M.Y.2
  • 125
    • 0027837343 scopus 로고
    • "Neural networks approach to electric machine on-line diagnostics"
    • F. Filippetti, "Neural networks approach to electric machine on-line diagnostics," in Proc. 5th Eur. Conf. Power Electron. Applicat., 1993, pp. 213-218.
    • (1993) Proc. 5th Eur. Conf. Power Electron. Applicat. , pp. 213-218
    • Filippetti, F.1
  • 126
    • 0027660890 scopus 로고
    • "Computer-aided detection of air gap eccentricity in operating three-phase induction motors by Park's vector approach"
    • Sep./ Oct
    • A. J. M. Cardoso and E. S. Saraiva, "Computer-aided detection of air gap eccentricity in operating three-phase induction motors by Park's vector approach," IEEE Trans. Ind. Appl., vol. 29, no. 5, pp. 879-901, Sep./ Oct. 1993.
    • (1993) IEEE Trans. Ind. Appl. , vol.29 , Issue.5 , pp. 879-901
    • Cardoso, A.J.M.1    Saraiva, E.S.2
  • 127
    • 0028546008 scopus 로고
    • "Feasibility of using unsupervised learning, artificial neural networks for the condition monitoring of electrical machines"
    • Nov
    • J. Penman and C. M. Yin, "Feasibility of using unsupervised learning, artificial neural networks for the condition monitoring of electrical machines," Proc. Inst. Elect. Eng., Elect. Power Appl., vol. 141, no. 6, pp. 317-322, Nov. 1994.
    • (1994) Proc. Inst. Elect. Eng., Elect. Power Appl. , vol.141 , Issue.6 , pp. 317-322
    • Penman, J.1    Yin, C.M.2
  • 128
    • 0029293039 scopus 로고
    • "Using a neural/fuzzy system to extract knowledge of incipient fault in induction motors (Part I and Part II)"
    • Apr
    • P. V. Goode and M. Y. Chow, "Using a neural/fuzzy system to extract knowledge of incipient fault in induction motors (Part I and Part II)," IEEE Trans. Ind. Electron., vol. 42, no. 2, pp. 131-146, Apr. 1995.
    • (1995) IEEE Trans. Ind. Electron. , vol.42 , Issue.2 , pp. 131-146
    • Goode, P.V.1    Chow, M.Y.2
  • 129
    • 0029341404 scopus 로고
    • "Neural networks aided on-line diagnostics of induction motor rotor faults"
    • Jul./Aug
    • F. Filippetti, G. Franceschini, and C. Tassoni, "Neural networks aided on-line diagnostics of induction motor rotor faults," IEEE Trans. Ind. Applicat., vol. 31, no. 4, pp. 892-899, Jul./Aug. 1995.
    • (1995) IEEE Trans. Ind. Applicat. , vol.31 , Issue.4 , pp. 892-899
    • Filippetti, F.1    Franceschini, G.2    Tassoni, C.3
  • 130
    • 0001354877 scopus 로고
    • "High-speed fault detection and classification with neural nets"
    • M. Kezunovic, I. Rikalo, and D. J. Sobajic, "High-speed fault detection and classification with neural nets," Elect. Power Syst. Res., vol. 34, pp. 109-116, 1995.
    • (1995) Elect. Power Syst. Res. , vol.34 , pp. 109-116
    • Kezunovic, M.1    Rikalo, I.2    Sobajic, D.J.3
  • 131
    • 0029404269 scopus 로고
    • "An unsupervised, on-line system for induction motor fault detection using stator current monitoring"
    • Nov./Dec
    • R. R. Schoen, B. K. Lin, T. G. Habetler, J. H. Schlag, and S. Farag, "An unsupervised, on-line system for induction motor fault detection using stator current monitoring," IEEE Trans. Ind Appl., vol. 31, no. 6, pp. 1280-1286, Nov./Dec. 1995.
    • (1995) IEEE Trans. Ind Appl. , vol.31 , Issue.6 , pp. 1280-1286
    • Schoen, R.R.1    Lin, B.K.2    Habetler, T.G.3    Schlag, J.H.4    Farag, S.5
  • 133
    • 0029480864 scopus 로고
    • "Three phase induction machines asymmetrical faults identification using bispectrum"
    • Dec
    • T. W. S. Chow et al., "Three phase induction machines asymmetrical faults identification using bispectrum," IEEE Trans. Energy Convers., vol. 10, no. 4, pp. 688-693, Dec. 1995.
    • (1995) IEEE Trans. Energy Convers. , vol.10 , Issue.4 , pp. 688-693
    • Chow, T.W.S.1
  • 135
    • 0030269420 scopus 로고    scopus 로고
    • "Exploring the power of wavelet analysis"
    • Oct
    • A. W. Galli et al., "Exploring the power of wavelet analysis," IEEE Comput. Appl. Power, vol. 9, pp. 37-41, Oct. 1996.
    • (1996) IEEE Comput. Appl. Power , vol.9 , pp. 37-41
    • Galli, A.W.1
  • 136
    • 0031373959 scopus 로고    scopus 로고
    • "Classification of the rotating machine condition monitoring using artificial neural networks"
    • A. C. McCormick and A. K. Nandi, "Classification of the rotating machine condition monitoring using artificial neural networks," in Proc. Inst. Mech. Eng., vol. 211, 1997, pp. 439-450.
    • (1997) Proc. Inst. Mech. Eng. , vol.211 , pp. 439-450
    • McCormick, A.C.1    Nandi, A.K.2
  • 137
    • 0031647235 scopus 로고    scopus 로고
    • "AI techniques in induction machines diagnostics including the speed ripple effect"
    • Jan./Feb
    • F. Filippetti, G. Franceschini, C. Tassoni, and P. Vas, "AI techniques in induction machines diagnostics including the speed ripple effect," IEEE Trans. Ind. Appl., vol. 34, no. 1, pp. 98-108, Jan./Feb. 1998.
    • (1998) IEEE Trans. Ind. Appl. , vol.34 , Issue.1 , pp. 98-108
    • Filippetti, F.1    Franceschini, G.2    Tassoni, C.3    Vas, P.4
  • 138
    • 0032035577 scopus 로고    scopus 로고
    • "An advanced neural-network-based instrument fault detection and isolation scheme"
    • Apr
    • G. Betta, C. Liguori, and A. Pietrosanto, "An advanced neural-network-based instrument fault detection and isolation scheme," IEEE Trans. Instrum. Meas., vol. 47, no. 2, pp. 507-512, Apr. 1998.
    • (1998) IEEE Trans. Instrum. Meas. , vol.47 , Issue.2 , pp. 507-512
    • Betta, G.1    Liguori, C.2    Pietrosanto, A.3
  • 139
    • 0032778073 scopus 로고    scopus 로고
    • "Induction motors faults detection and localization using stator current advanced signal processing techniques"
    • Jan
    • M. E. H. Benbouzid et al., "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
  • 140
    • 0033651435 scopus 로고    scopus 로고
    • "Identifying three-phase induction motor faults using artificial neural networks"
    • S. Kolla and L. Varatharasa, "Identifying three-phase induction motor faults using artificial neural networks," ISA Trans., vol. 39, pp. 433-439, 2000.
    • (2000) ISA Trans. , vol.39 , pp. 433-439
    • Kolla, S.1    Varatharasa, L.2
  • 142
    • 0034156449 scopus 로고    scopus 로고
    • "Detection of broken bars in induction motors using an extended Kalman filter for rotor resistance sensoprless estimation"
    • Mar
    • M. S. N. Said, M. E. H. Benbouzid, and A. Benchaib, "Detection of broken bars in induction motors using an extended Kalman filter for rotor resistance sensoprless estimation," IEEE Trans. Energy Convers., vol. 15, no. 1, pp. 66-70, Mar. 2000.
    • (2000) IEEE Trans. Energy Convers. , vol.15 , Issue.1 , pp. 66-70
    • Said, M.S.N.1    Benbouzid, M.E.H.2    Benchaib, A.3
  • 143
    • 0034295565 scopus 로고    scopus 로고
    • "Recent developments of induction motor drives fault diagnosis using AI techniques"
    • Oct
    • F. Filippetti, G. Franceschini, C. Tassoni, and P. Vas, "Recent developments of induction motor drives fault diagnosis using AI techniques," IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 994-1003, Oct. 2000.
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , Issue.5 , pp. 994-1003
    • Filippetti, F.1    Franceschini, G.2    Tassoni, C.3    Vas, P.4
  • 144
    • 0034295987 scopus 로고    scopus 로고
    • "Induction machine condition monitoring with higher order spectra"
    • Oct
    • N. Arthur and J. Penman, "Induction machine condition monitoring with higher order spectra," IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 1031-1041, Oct. 2000.
    • (2000) IEEE Trans. Ind. Electron. , vol.47 , Issue.5 , pp. 1031-1041
    • Arthur, N.1    Penman, J.2
  • 145
    • 0348181655 scopus 로고    scopus 로고
    • "Intelligent detection of induction motor bearing faults using current and vibration monitoring"
    • Dec
    • D.-M. Yang and J. Penman, "Intelligent detection of induction motor bearing faults using current and vibration monitoring," in Proc. Condition Monitoring Diagnostics Engineering Management, Dec. 2000, pp. 461-470.
    • (2000) Proc. Condition Monitoring Diagnostics Engineering Management , pp. 461-470
    • Yang, D.-M.1    Penman, J.2
  • 146
    • 0035079565 scopus 로고    scopus 로고
    • "Wavelet and neural structure: A new tool for diagnostic of power system disturbances"
    • Jan./Feb
    • D. Borras, M. Castilla, and J. C. Montano, "Wavelet and neural structure: A new tool for diagnostic of power system disturbances," IEEE Trans. Ind. Appl., vol. 37, no. 1, pp. 184-190, Jan./Feb. 2001.
    • (2001) IEEE Trans. Ind. Appl. , vol.37 , Issue.1 , pp. 184-190
    • Borras, D.1    Castilla, M.2    Montano, J.C.3
  • 147
    • 0034799652 scopus 로고    scopus 로고
    • "Continual on-line training of neural networks with applications in electric machines fault diagnosis"
    • R. M. Tallam, T. G. Habetler, and R. G. Harley, "Continual on-line training of neural networks with applications in electric machines fault diagnosis," in Proc. IEEE 32nd Power Electronics Specialists Conf. 2001, pp. 2224-2228.
    • (2001) Proc. IEEE 32nd Power Electronics Specialists Conf. , pp. 2224-2228
    • Tallam, R.M.1    Habetler, T.G.2    Harley, R.G.3
  • 150
    • 15044362506 scopus 로고    scopus 로고
    • Fault detection of an induction motor by set-membership filtering and Kalman filtering
    • [Online]. Available: www.utc.fr/lec/Publications/articles/1999/ ecc_Durieu.pdf
    • C. Durieu, L. Loron, E. Sedda, and I. Zein. Fault detection of an induction motor by set-membership filtering and Kalman filtering. [Online]. Available: www.utc.fr/lec/Publications/articles/1999/ ecc_Durieu.pdf
    • Durieu, C.1    Loron, L.2    Sedda, E.3    Zein, I.4
  • 152
    • 0036563806 scopus 로고    scopus 로고
    • "Model-based and wavelet approaches to induction motor on-line fault detection"
    • C. Combastel, S. Lesecq, S. Petropol, and S. Gentil, "Model-based and wavelet approaches to induction motor on-line fault detection," Control Eng. Practice, vol. 10, pp. 493-509, 2002.
    • (2002) Control Eng. Practice , vol.10 , pp. 493-509
    • Combastel, C.1    Lesecq, S.2    Petropol, S.3    Gentil, S.4
  • 153
    • 0036613161 scopus 로고    scopus 로고
    • "Induction motor fault diagnosis based on neuropredictors and wavelet signal processing"
    • June
    • K. Kim and A. G. Parlos, "Induction motor fault diagnosis based on neuropredictors and wavelet signal processing," IEEE/ASME Trans. Mechatron., vol. 7, pp. 201-219, June 2002.
    • (2002) IEEE/ASME Trans. Mechatron. , vol.7 , pp. 201-219
    • Kim, K.1    Parlos, A.G.2
  • 154
    • 0001475176 scopus 로고
    • "Parameter identification for induction motor simulation"
    • A. Bellini, A. D. Carli, and M. A. Cava, "Parameter identification for induction motor simulation," Automatica, vol. 12, pp. 383-386, 1976.
    • (1976) Automatica , vol.12 , pp. 383-386
    • Bellini, A.1    Carli, A.D.2    Cava, M.A.3
  • 155
    • 0018989291 scopus 로고
    • "A generalized method of computer simulation for induction motors with stator current discontinuities and its application to a cycloconverter-fed drive"
    • Mar./Apr
    • A. K. Chattopadhyay and T. J. Rao, "A generalized method of computer simulation for induction motors with stator current discontinuities and its application to a cycloconverter-fed drive," IEEE Trans. Ind. Appl., vol. IA-16, no. 2, pp. 234-241, Mar./Apr. 1980.
    • (1980) IEEE Trans. Ind. Appl. , vol.IA-16 , Issue.2 , pp. 234-241
    • Chattopadhyay, A.K.1    Rao, T.J.2
  • 156
    • 0021166526 scopus 로고
    • "Modeling and simulation of induction motors with saturable leakage reactances"
    • Jan./Feb
    • T. A. Lipo and A. Consoli, "Modeling and simulation of induction motors with saturable leakage reactances," IEEE Trans. Ind. Appl., vol. IA-20, no. 1, pp. 180-189, Jan./Feb. 1983.
    • (1983) IEEE Trans. Ind. Appl. , vol.IA-20 , Issue.1 , pp. 180-189
    • Lipo, T.A.1    Consoli, A.2
  • 157
    • 0021506534 scopus 로고
    • "D, Q reference frames for the simulation of induction motors"
    • R. J. Lee, P. Pillay, and R. G. Harley, "D, Q reference frames for the simulation of induction motors," Electric Power Syst. Res., vol. 8, pp. 15-26, 1984/85.
    • (1984) Electric Power Syst. Res. , vol.8 , pp. 15-26
    • Lee, R.J.1    Pillay, P.2    Harley, R.G.3
  • 158
    • 0022090593 scopus 로고
    • "Analysis of cage induction motors with stator winding faults"
    • Jul
    • S. Williamson and K. Mirzoian, "Analysis of cage induction motors with stator winding faults," IEEE Trans. Power App. Syst., vol. PAS-104, pp. 1838-1842, Jul. 1985.
    • (1985) IEEE Trans. Power App. Syst. , vol.PAS-104 , pp. 1838-1842
    • Williamson, S.1    Mirzoian, K.2
  • 159
    • 0023362280 scopus 로고
    • "Improvement in modeling and testing of induction motors"
    • Jun
    • G. Andria, A. Dell'Aquila, L. Salvatore, and M. Savino, "Improvement in modeling and testing of induction motors," IEEE Trans. Energy Convers., vol. EC-2, no. 2, pp. 285-293, Jun. 1987.
    • (1987) IEEE Trans. Energy Convers. , vol.EC-2 , Issue.2 , pp. 285-293
    • Andria, G.1    Dell'Aquila, A.2    Salvatore, L.3    Savino, M.4
  • 160
    • 0024627180 scopus 로고
    • "IGSPICE simulation of induction machines with saturable inductances"
    • Mar
    • A. Keyhani and H. Tsai, "IGSPICE simulation of induction machines with saturable inductances," IEEE Trans. Energy Convers., vol. 4, no. 1, pp. 118-125, Mar. 1989.
    • (1989) IEEE Trans. Energy Convers. , vol.4 , Issue.1 , pp. 118-125
    • Keyhani, A.1    Tsai, H.2
  • 161
    • 0024664409 scopus 로고
    • "Dynamic simulation of induction-motor starting using the microcomputer"
    • H. A. Smolleck and B. Robertson, "Dynamic simulation of induction-motor starting using the microcomputer," Elect. Power Syst. Res., vol. 16, pp. 227-236, 1989.
    • (1989) Elect. Power Syst. Res. , vol.16 , pp. 227-236
    • Smolleck, H.A.1    Robertson, B.2
  • 162
    • 0024769116 scopus 로고
    • "Modeling of induction machines for electric drives"
    • Nov./Dec
    • G. R. Slemon, "Modeling of induction machines for electric drives," IEEE Trans. Ind. Appl., vol. 25, no. 6, pp. 1126-1131, Nov./Dec. 1989.
    • (1989) IEEE Trans. Ind. Appl. , vol.25 , Issue.6 , pp. 1126-1131
    • Slemon, G.R.1
  • 163
    • 0024776682 scopus 로고
    • "Steady state analysis of wound-rotor induction machines with simultaneous stator and/or rotor faults"
    • F. C. Trutt, "Steady state analysis of wound-rotor induction machines with simultaneous stator and/or rotor faults," Elect. Mach. Power Syst., vol. 16, pp. 35-48, 1989.
    • (1989) Elect. Mach. Power Syst. , vol.16 , pp. 35-48
    • Trutt, F.C.1
  • 164
    • 0029267948 scopus 로고
    • "Multiple coupled circuit modeling of induction machines"
    • Mar./Apr
    • X. Luo, Y. Liao, H. A. Toliyat, A. El-Antably, and T. A. Lipo, "Multiple coupled circuit modeling of induction machines," IEEE Trans. Ind. Appl., vol. 31, no. 2, pp. 311-318, Mar./Apr. 1995.
    • (1995) IEEE Trans. Ind. Appl. , vol.31 , Issue.2 , pp. 311-318
    • Luo, X.1    Liao, Y.2    Toliyat, H.A.3    El-Antably, A.4    Lipo, T.A.5
  • 165
    • 0029370787 scopus 로고
    • "Dynamic analysis of induction motors with saturable inductances"
    • J. Faiz and A. R. Seifi, "Dynamic analysis of induction motors with saturable inductances," Elect. Power Syst. Res., vol. 34, pp. 205-210, 1995.
    • (1995) Elect. Power Syst. Res. , vol.34 , pp. 205-210
    • Faiz, J.1    Seifi, A.R.2
  • 166
    • 1442345553 scopus 로고
    • "A computation method for induction motors in steady-state"
    • B. Laporte, G. Vinsard, and J. C. Mercier, "A computation method for induction motors in steady-state," Math. Comput. Simul., vol. 38, pp. 369-376, 1995.
    • (1995) Math. Comput. Simul. , vol.38 , pp. 369-376
    • Laporte, B.1    Vinsard, G.2    Mercier, J.C.3
  • 167
    • 0030245899 scopus 로고    scopus 로고
    • "Modeling and control of a multi-phase induction machine with structural unbalance"
    • Sep
    • Y. Zhao and T. A. Lipo, "Modeling and control of a multi-phase induction machine with structural unbalance," IEEE Trans. Energy Convers., vol. 11, pp. 578-584, Sep. 1996.
    • (1996) IEEE Trans. Energy Convers. , vol.11 , pp. 578-584
    • Zhao, Y.1    Lipo, T.A.2
  • 168
    • 0031169968 scopus 로고    scopus 로고
    • "Calculation of two-axis induction motor model parameters using finite elements"
    • Jun
    • D. Dolinar, R. D. Weerdt, R. Belmans, and E. M. Freeman, "Calculation of two-axis induction motor model parameters using finite elements," IEEE Trans. Energy Convers., vol. 12, no. 2, pp. 133-140, Jun. 1997.
    • (1997) IEEE Trans. Energy Convers. , vol.12 , Issue.2 , pp. 133-140
    • Dolinar, D.1    Weerdt, R.D.2    Belmans, R.3    Freeman, E.M.4
  • 169
    • 0000050516 scopus 로고    scopus 로고
    • "A new method of current-based condition monitoring in induction machines operating under arbitrary load conditions"
    • R. R. Schoen and T. G. Habetler, "A new method of current-based condition monitoring in induction machines operating under arbitrary load conditions," Elect. Mach. Power Syst., vol. 25, pp. 141-152, 1997.
    • (1997) Elect. Mach. Power Syst. , vol.25 , pp. 141-152
    • Schoen, R.R.1    Habetler, T.G.2
  • 170
    • 0347040273 scopus 로고    scopus 로고
    • "Stochastic and neural models of an induction motor"
    • L. Kruger, D. Naunin, and C. Garbrecht, "Stochastic and neural models of an induction motor," Math. Comput. Simul., vol. 46, pp. 313-324, 1998.
    • (1998) Math. Comput. Simul. , vol.46 , pp. 313-324
    • Kruger, L.1    Naunin, D.2    Garbrecht, C.3
  • 171
    • 0032599523 scopus 로고    scopus 로고
    • "A new simulation of symmetrical three phase induction motor under transformations of Park"
    • A. I. Orille, G. M. A. Sowilam, and J. A. Valencia, "A new simulation of symmetrical three phase induction motor under transformations of Park," Comput. Ind. Eng., vol. 37, pp. 359-362, 1999.
    • (1999) Comput. Ind. Eng. , vol.37 , pp. 359-362
    • Orille, A.I.1    Sowilam, G.M.A.2    Valencia, J.A.3
  • 172
    • 0343877239 scopus 로고    scopus 로고
    • "Using an autoregressive model in the detection of abnormal characteristics of squirrel cage induction motors"
    • A. R. Munoz, "Using an autoregressive model in the detection of abnormal characteristics of squirrel cage induction motors," Elect. Power Syst. Res., vol. 55, pp. 73-77, 2000.
    • (2000) Elect. Power Syst. Res. , vol.55 , pp. 73-77
    • Munoz, A.R.1
  • 173
    • 0034272250 scopus 로고    scopus 로고
    • "Closed-loop control impact on the diagnosis of induction motors faults"
    • Sep./Oct
    • A. Bellini, F. Filippetti, G. Franceschini, and C. Tassoni, "Closed-loop control impact on the diagnosis of induction motors faults," IEEE Trans. Ind. Applicat., vol. 36, no. 5, pp. 1318-1329, Sep./Oct. 2000.
    • (2000) IEEE Trans. Ind. Applicat. , vol.36 , Issue.5 , pp. 1318-1329
    • Bellini, A.1    Filippetti, F.2    Franceschini, G.3    Tassoni, C.4
  • 174
    • 0035511090 scopus 로고    scopus 로고
    • "A new strategy for induction machine modeling taking into account the magnetic saturation"
    • Nov./Dec
    • D. Bispo, L. M. Neto, J. T. de Resende, and D. A. de Andrade, "A new strategy for induction machine modeling taking into account the magnetic saturation," IEEE Trans. Ind. Applicat., vol. 37, no. 6, pp. 1710-1719, Nov./Dec. 2001.
    • (2001) IEEE Trans. Ind. Applicat. , vol.37 , Issue.6 , pp. 1710-1719
    • Bispo, D.1    Neto, L.M.2    de Resende, J.T.3    de Andrade, D.A.4
  • 175
    • 0036606357 scopus 로고    scopus 로고
    • "Fault diagnosis in induction machines using the generalized structured singular value"
    • D. Henry, A. Zolghadri, M. Monsion, and F. Cazaurang, "Fault diagnosis in induction machines using the generalized structured singular value," Control Eng. Practice, vol. 10, pp. 587-598, 2002.
    • (2002) Control Eng. Practice , vol.10 , pp. 587-598
    • Henry, D.1    Zolghadri, A.2    Monsion, M.3    Cazaurang, F.4
  • 176
    • 0036578006 scopus 로고    scopus 로고
    • "Transient model for induction machines with stator winding turn faults"
    • May/Jun
    • R. M. Tallam, T. G. Habetler, and R. G. Harley, "Transient model for induction machines with stator winding turn faults," IEEE Trans. Ind. Appl., vol. 38, no. 3, pp. 632-637, May/Jun. 2002.
    • (2002) IEEE Trans. Ind. Appl. , vol.38 , Issue.3 , pp. 632-637
    • Tallam, R.M.1    Habetler, T.G.2    Harley, R.G.3
  • 177
    • 0036839475 scopus 로고    scopus 로고
    • "Simulation and fault detection of three-phase induction motors"
    • Nov
    • B. Liang, B. S. Payne, A. D. Ball, and S. D. Iwnicki, "Simulation and fault detection of three-phase induction motors," Math. Comput. Simul., pp. 1-15, Nov. 2002.
    • (2002) Math. Comput. Simul. , pp. 1-15
    • Liang, B.1    Payne, B.S.2    Ball, A.D.3    Iwnicki, S.D.4
  • 178
    • 0036747148 scopus 로고    scopus 로고
    • "Performance analysis of a three-phase induction motor under mixed eccentricity condition"
    • Sep
    • S. Nandi, R. M. Bharadwaj, and H. A. Toliyat, "Performance analysis of a three-phase induction motor under mixed eccentricity condition," IEEE Trans. Energy Convers., vol. 17, no. 3, pp. 392-399, Sep. 2002.
    • (2002) IEEE Trans. Energy Convers. , vol.17 , Issue.3 , pp. 392-399
    • Nandi, S.1    Bharadwaj, R.M.2    Toliyat, H.A.3
  • 179
    • 0028464533 scopus 로고
    • "A new approach to motor condition monitoring in induction motor drives"
    • Jul./Aug
    • S. Chen, E. Zhong, and T. A. Lipo, "A new approach to motor condition monitoring in induction motor drives," IEEE Trans. Ind. Appl., vol. 30, no. 4, pp. 905-911, Jul./Aug. 1994.
    • (1994) IEEE Trans. Ind. Appl. , vol.30 , Issue.4 , pp. 905-911
    • Chen, S.1    Zhong, E.2    Lipo, T.A.3
  • 181
    • 0036245419 scopus 로고    scopus 로고
    • "Novel frequency-domain-based technique to detect stator intertum faults in induction machines using stator-induced voltages after switch-off"
    • Jan./Feb
    • S. Nandi and H. A. Toliyat, "Novel frequency-domain-based technique to detect stator intertum faults in induction machines using stator-induced voltages after switch-off," IEEE Trans. Ind. Appl., vol. 38, no. 1, pp. 101-109, Jan./Feb. 2002.
    • (2002) IEEE Trans. Ind. Appl. , vol.38 , Issue.1 , pp. 101-109
    • Nandi, S.1    Toliyat, H.A.2
  • 182
    • 15044361408 scopus 로고    scopus 로고
    • The Future for Electric Motors?
    • (Oct.) [Online]. Available: www.industrialtechnology .co.uk/2001/oct/ abb.html
    • The Future for Electric Motors? (2001, Oct.). [Online]. Available: www.industrialtechnology .co.uk/2001/oct/abb.html
    • (2001)
  • 183
    • 15044346733 scopus 로고    scopus 로고
    • Condition Monitoring Using Intelligent Systems
    • [Online]. Available: www.liv.ac.uk/EEE/research/spc/project13.htm
    • A. K. Nandi and L. B. Jack, Condition Monitoring Using Intelligent Systems. [Online]. Available: www.liv.ac.uk/EEE/research/spc/ project13.htm
    • Nandi, A.K.1    Jack, L.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.