메뉴 건너뛰기




Volumn 4, Issue 2, 2009, Pages 242-248

Determination of number of broken rotor bars in squirrel-cage induction motors using wavelet, PCA and neural networks

Author keywords

Broken rotor bars; Fault detection; Principal component analysis (PCA) Neural networks; Wavelet

Indexed keywords


EID: 70349189907     PISSN: 18276660     EISSN: 25332244     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (10)

References (35)
  • 1
    • 20544455906 scopus 로고    scopus 로고
    • Multiple signature processing-based fault detection scheme for broken rotor bar in induction motors
    • B. Ayhan, M.Y. Chow, M.H. Song, Multiple signature processing-based fault detection scheme for broken rotor bar in induction motors, IEEE Transaction on Energy Conversion, vol. 20, June 2005, pp. 336-343.
    • (2005) IEEE Transaction on Energy Conversion , vol.20 , pp. 336-343
    • Ayhan, B.1    Chow, M.Y.2    Song, M.H.3
  • 2
    • 0026886680 scopus 로고
    • Cause and analysis of statorand rotor failures in three-phase squirrel-cage induction motors
    • A.H. Bonnett, G.C. Soukup, Cause and analysis of statorand rotor failures in three-phase squirrel-cage induction motors, IEEE Transactions on Industry Applications, vol. 28, July/August 1992.
    • (1992) IEEE Transactions on Industry Applications , vol.28
    • Bonnett, A.H.1    Soukup, G.C.2
  • 3
    • 0025513448 scopus 로고
    • Reliability improvement and economic benefits of online monitoring systems for large induction machines
    • D.J.T. Siyambalapitiya, P.G. McLaren, Reliability improvement and economic benefits of online monitoring systems for large induction machines, IEEE Transactions on Industry Applications, vol. 26, Nov/Dec. 1990, pp.1018-1025.
    • (1990) IEEE Transactions on Industry Applications , vol.26
    • Siyambalapitiya, D.J.T.1    McLaren, P.G.2
  • 6
    • 0033344178 scopus 로고    scopus 로고
    • Fuzzy inference systems implemented on neural architectures for motor fault detection and diagnosis
    • S. Altug, M.Y. Chow, H. J. Trussell, Fuzzy inference systems implemented on neural architectures for motor fault detection and diagnosis, IEEE Transaction on Industry Electronics, vol. 46, Dec.1999, pp. 1069-1079.
    • (1999) IEEE Transaction on Industry Electronics , vol.46 , pp. 1069-1079
    • Altug, S.1    Chow, M.Y.2    Trussell, H.J.3
  • 7
    • 0035674576 scopus 로고    scopus 로고
    • Pattern recognition- A technique for induction machines rotor broken bar detection
    • M. Haji, H.A. Toliyat, Pattern recognition- A technique for induction machines rotor broken bar detection, IEEE Transaction on Energy Conversion, vol. 16, December 2001, pp. 312-317.
    • (2001) IEEE Transaction on Energy Conversion , vol.16 , pp. 312-317
    • Haji, M.1    Toliyat, H.A.2
  • 8
    • 0029321518 scopus 로고
    • T. A. Lipo, Transient analysis of cage induction machines under stator, rotor bar and end ring faults, IEEE
    • H.A. Toliyat, T. A. Lipo, Transient analysis of cage induction machines under stator, rotor bar and end ring faults, IEEE Transaction on Energy Conversion, vol. 9, June 1995.
    • (1995) Transaction on Energy Conversion, vol. , pp. 9
    • Toliyat, H.A.1
  • 11
  • 12
    • 0000145913 scopus 로고    scopus 로고
    • Applying the adaptive noise cancellation to extract the features of squirrel cage induction motor with rotor defects
    • November
    • J. Jian-guo, W. Qing-sheng, Y. Bing-shou, Q. A-rui, Applying the adaptive noise cancellation to extract the features of squirrel cage induction motor with rotor defects, Transactions of China Electro technical Society, November 1996, pp. 176-179.
    • (1996) Transactions of China Electro technical Society , pp. 176-179
    • Jian-Guo, J.1    Qing-Sheng, W.2    Bing-Shou, Y.3    A-Rui, Q.4
  • 13
    • 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, G.B. Kliman, An adaptive statistical time-frequency method for detection of broken bars and bearing faults in motors using stator current, IEEE Transactions on Industry Applications, vol. 35, Mar./Apr. 1999, pp.442-452.
    • (1999) IEEE Transactions on Industry Applications , vol.35 , pp. 442-452
    • Yazici, B.1    Kliman, G.B.2
  • 14
    • 0036494352 scopus 로고    scopus 로고
    • Diagnostics of bar and end-ring connector breakage faults in polyphase induction motors through a novel dual track of timeseries data mining and time-stepping coupled FE-state space modeling
    • March
    • R.J. Povineli, J.F. Bangura, N.A. O. Demerdash, R.H. Brown, Diagnostics of bar and end-ring connector breakage faults in polyphase induction motors through a novel dual track of timeseries data mining and time-stepping coupled FE-state space modeling, IEEE Transaction on Energy Conversion, vol. 17, March 2002, pp. 39-46.
    • (2002) IEEE Transaction on Energy Conversion , vol.17 , pp. 39-46
    • Povineli, R.J.1    Bangura, J.F.2    Demerdash, N.A.O.3    Brown, R.H.4
  • 15
    • 0034297416 scopus 로고    scopus 로고
    • A review of induction motors signature analysis as a medium for faults detection
    • M.E.H. Benbouzid, A review of induction motors signature analysis as a medium for faults detection, IEEE Transaction on Industry Electronics, vol. 47, Oct.2000, pp. 984-993.
    • (2000) IEEE Transaction on Industry Electronics , vol.47 , pp. 984-993
    • Benbouzid, M.E.H.1
  • 17
    • 0003196050 scopus 로고    scopus 로고
    • A review of on-line condition monitoring techniques for three-phase squirrel cage induction motors-Past present and future
    • Sept, Spain
    • W.T. Thomson, A review of on-line condition monitoring techniques for three-phase squirrel cage induction motors-Past present and future, in IEEE SDEMPED'99, pp. 3-18, Sept. 1999, Spain.
    • (1999) IEEE SDEMPED'99 , pp. 3-18
    • Thomson, W.T.1
  • 18
    • 0032314993 scopus 로고    scopus 로고
    • R. Schiferl, Using temperature, voltage, and/or speed measurements to improve trending of induction motors RMS currents in process control and diagnostics
    • C.J. Dister, R. Schiferl, Using temperature, voltage, and/or speed measurements to improve trending of induction motors RMS currents in process control and diagnostics, Thirty-Third IAS Annual Meeting Conference on INDUSTRY APPLICATIONS, pp. 312-318, 1998.
    • (1998) Thirty-Third IAS Annual Meeting Conference on INDUSTRY APPLICATIONS , pp. 312-318
    • Dister, C.J.1
  • 19
    • 84886828469 scopus 로고    scopus 로고
    • A method for the sensorless determination of the vibration level in inverter-driveninduction motors
    • C. M. Riley, T. G. Habetler, R.R. Obaid, A method for the sensorless determination of the vibration level in inverter-driveninduction motors, IEEE International Conference IEMD'9, pp. 165-167, May 1999.
    • (1999) IEEE International Conference IEMD'9 , pp. 165-167
    • Riley, C.M.1    Habetler, T.G.2    Obaid, R.R.3
  • 22
    • 2342531718 scopus 로고    scopus 로고
    • Analysis Techniques for detection of IM broken rotor bars after supply disconnection
    • March/April
    • F. Cupertino, E.D. Vanna, L. Salvatore, S. Stasi, Analysis Techniques for detection of IM broken rotor bars after supply disconnection, IEEE Transactions on Industry Applications, vol. 40, March/April 2004, pp. 526-533.
    • (2004) IEEE Transactions on Industry Applications , vol.40 , pp. 526-533
    • Cupertino, F.1    Vanna, E.D.2    Salvatore, L.3    Stasi, S.4
  • 23
    • 0242703283 scopus 로고    scopus 로고
    • High order current spectral components utilisation to improve induction machine diagnostics, International Conference on
    • Aug, Espoo Finland
    • F. Filippetti, G. Gentile, S. Meo, A. Ometto, N. Rotondale, High order current spectral components utilisation to improve induction machine diagnostics, International Conference on ELECTRICAL MACHINES (ICEM2000), pp. 941-945, 28-30 Aug. 2000, Espoo Finland.
    • (2000) ELECTRICAL MACHINES (ICEM2000) , pp. 941-945
    • Filippetti, F.1    Gentile, G.2    Meo, S.3    Ometto, A.4    Rotondale, N.5
  • 25
    • 0042913347 scopus 로고    scopus 로고
    • A novel detection method of motor broken bars based on wavelet ridge
    • Sept
    • Z. Zhang, Z. Ren, W. Huang, A novel detection method of motor broken bars based on wavelet ridge, IEEE Transaction on Energy Conversion, vol. 18, Sept. 2003, pp. 417-423.
    • (2003) IEEE Transaction on Energy Conversion , vol.18 , pp. 417-423
    • Zhang, Z.1    Ren, Z.2    Huang, W.3
  • 27
    • 0026886680 scopus 로고
    • Cause and analysis of stator and rotor failures in three-phase squirrel-cage induction motors
    • July/Aug
    • A.H. Bonnet, G.C. Soukup, Cause and analysis of stator and rotor failures in three-phase squirrel-cage induction motors, IEEE Transaction on Industry Applications, vol. 28, July/Aug. 1992 pp. 921-937.
    • (1992) IEEE Transaction on Industry Applications , vol.28 , pp. 921-937
    • Bonnet, A.H.1    Soukup, G.C.2
  • 28
    • 15044363742 scopus 로고    scopus 로고
    • A. K. Ziarani, Broken rotor bar detection in induction machines with transient operating speeds, IEEE
    • H. Douglas, P. Pillay, A. K. Ziarani, Broken rotor bar detection in induction machines with transient operating speeds, IEEE Transaction on Energy Conversion, vol. 20, March 2005, pp. 135-141.
    • (2005) Transaction on Energy Conversion , vol.20 , pp. 135-141
    • Douglas, H.1    Pillay, P.2
  • 29
    • 0025482241 scopus 로고
    • The wavelet transform time-frequency localization and signal analysis
    • I. Daubechies, The wavelet transform time-frequency localization and signal analysis, IEEE Transaction on Information Theory, vol. 36, Sept. 1990, pp. 961-1005.
    • (1990) IEEE Transaction on Information Theory , vol.36 , pp. 961-1005
    • Daubechies, I.1
  • 30
    • 0003833285 scopus 로고    scopus 로고
    • (Society for Industrial and Applied Mathematics, 1992)
    • I. Daubechies, Ten Lectures on Wavelets (Society for Industrial and Applied Mathematics, 1992).
    • Ten Lectures on Wavelets
    • Daubechies, I.1
  • 31
    • 0030145792 scopus 로고    scopus 로고
    • A neural network approach for the reduction of the dimensionality of slowly time-varying electromagnetic inverse problems
    • F. C. Morabito, E. Coccorese, A neural network approach for the reduction of the dimensionality of slowly time-varying electromagnetic inverse problems, IEEE Transaction on Magnetics, vol. 32, May 1996, pp. 1306-1309.
    • (1996) IEEE Transaction on Magnetics, vol , vol.32 , pp. 1306-1309
    • Morabito, F.C.1    Coccorese, E.2
  • 32
    • 51349169152 scopus 로고    scopus 로고
    • An improvement algorithm of principal component analysis, The Eighth International Conference on
    • Aug. 16-July 18
    • Y. Chuanqiang, G. Xiaosong, Z. An, P. Xingjie, An improvement algorithm of principal component analysis, The Eighth International Conference on ELECTRIC MEASURMENT AND INSTRUMENTS, pp. 529-534, Aug. 16-July 18, 2007.
    • (2007) ELECTRIC MEASURMENT AND INSTRUMENTS , pp. 529-534
    • Chuanqiang, Y.1    Xiaosong, G.2    An, Z.3    Xingjie, P.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.