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Volumn 46, Issue 9, 2013, Pages 1542-1547

MSPCA with KDE thresholding to support QC in electrical motors production line

Author keywords

Data acquisition; Electrical machines; Fault detection; Fault diagnosis; Quality control; Signal analysis; Vibration measurements

Indexed keywords

DATA ACQUISITION; DEFECT DENSITY; ELECTRIC FAULT CURRENTS; ELECTRIC MACHINE CONTROL; FAILURE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; QUALITY CONTROL; SIGNAL ANALYSIS; STOCHASTIC SYSTEMS; VIBRATION ANALYSIS; VIBRATION MEASUREMENT;

EID: 84884296336     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20130619-3-RU-3018.00216     Document Type: Conference Paper
Times cited : (12)

References (20)
  • 2
    • 0032118892 scopus 로고    scopus 로고
    • Multiscale PCA with application to multivariate statistical process monitoring
    • Bakshi, B.R. (1998). Multiscale PCA with application to multivariate statistical process monitoring. AIChE Journal, 44, 1596-1610.
    • (1998) AIChE Journal , vol.44 , pp. 1596-1610
    • Bakshi, B.R.1
  • 4
    • 33750499949 scopus 로고    scopus 로고
    • Research of high-resolution vibration signal detection technique and application to mechanical fault diagnosis
    • Fan, Y. and Zheng, G. (2007). Research of high-resolution vibration signal detection technique and application to mechanical fault diagnosis. Mechanical Systems and Signal Processing, 21(2), 678-687.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.2 , pp. 678-687
    • Fan, Y.1    Zheng, G.2
  • 6
    • 77954867120 scopus 로고    scopus 로고
    • Diagnosis of bearing faults in induction machines by vibration or current signals: A critical comparison
    • IEEE Transactions on
    • Immovilli, F., Bellini, A., Rubini, R., and Tassoni, C. (2010). Diagnosis of bearing faults in induction machines by vibration or current signals: A critical comparison. Industry Applications, IEEE Transactions on, 46(4), 1350-1359.
    • (2010) Industry Applications , vol.46 , Issue.4 , pp. 1350-1359
    • Immovilli, F.1    Bellini, A.2    Rubini, R.3    Tassoni, C.4
  • 8
    • 0033335006 scopus 로고    scopus 로고
    • Discrete wavelet transform for tool breakage monitoring
    • Li, X., Dong, S., and Yuan, Z. (1999). Discrete wavelet transform for tool breakage monitoring. Int. Journal of machine tool manufacture, 99, 1944-1955.
    • (1999) Int. Journal of Machine Tool Manufacture , vol.99 , pp. 1944-1955
    • Li, X.1    Dong, S.2    Yuan, Z.3
  • 10
    • 0037106519 scopus 로고    scopus 로고
    • Multivariate process monitoring and fault diagnosis by multi-scale PCA
    • Manish, M., Yuea, H.H., Qin, S.J., and Lingb, C. (2002). Multivariate process monitoring and fault diagnosis by multi-scale PCA. Computers & Chemical Engineering, 26, 1281-1293.
    • (2002) Computers & Chemical Engineering , vol.26 , pp. 1281-1293
    • Manish, M.1    Yuea, H.H.2    Qin, S.J.3    Lingb, C.4
  • 11
    • 84884344811 scopus 로고    scopus 로고
    • National instruments inc. URL
    • NI (2009). National instruments inc. URL http://www.ni.com.
    • (2009)
  • 12
    • 76849114320 scopus 로고    scopus 로고
    • Nonlinear dynamic process monitoring using canonical variate analysis and kernel density estimations
    • IEEE Transactions on
    • Odiowei, P.E. and Cao, Y. (2010). Nonlinear dynamic process monitoring using canonical variate analysis and kernel density estimations. Industrial Informatics, IEEE Transactions on, 6(1), 36-45.
    • (2010) Industrial Informatics , vol.6 , Issue.1 , pp. 36-45
    • Odiowei, P.E.1    Cao, Y.2
  • 13
    • 33745727602 scopus 로고    scopus 로고
    • Signatures of electrical faults in the force distribution and vibration pattern of induction motors
    • Rodriguez, P., Belahcen, A., and Arkkio, A. (2006). Signatures of electrical faults in the force distribution and vibration pattern of induction motors. Electric Power Applications, IEE Proceedings, 153(4), 523-529.
    • (2006) Electric Power Applications, IEE Proceedings , vol.153 , Issue.4 , pp. 523-529
    • Rodriguez, P.1    Belahcen, A.2    Arkkio, A.3
  • 14
    • 47649115191 scopus 로고    scopus 로고
    • Simulating gear and bearing interactions in the presence of faults: Part I. The combined gear bearing dynamic model and the simulation of localised bearing faults
    • Sawalhi, N. and Randall, R. (2008a). Simulating gear and bearing interactions in the presence of faults: Part I. the combined gear bearing dynamic model and the simulation of localised bearing faults. Mechanical Systems and Signal Processing, 22(8), 1924-1951.
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.8 , pp. 1924-1951
    • Sawalhi, N.1    Randall, R.2
  • 15
    • 47549114913 scopus 로고    scopus 로고
    • Simulating gear and bearing interactions in the presence of faults: Part II: Simulation of the vibrations produced by extended bearing faults
    • Sawalhi, N. and Randall, R. (2008b). Simulating gear and bearing interactions in the presence of faults: Part II: Simulation of the vibrations produced by extended bearing faults. Mechanical Systems and Signal Processing, 22(8), 1952-1966.
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.8 , pp. 1952-1966
    • Sawalhi, N.1    Randall, R.2
  • 17
    • 56349137294 scopus 로고    scopus 로고
    • Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference
    • Tran, V.T., Yang, B.S., Oh, M.S., and Tan, A.C.C. (2009). Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference. Expert Systems with Applications, 36(2, Part 1), 1840-1849.
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 PART 1 , pp. 1840-1849
    • Tran, V.T.1    Yang, B.S.2    Oh, M.S.3    Tan, A.C.C.4
  • 18
    • 27744525373 scopus 로고    scopus 로고
    • Application of dempster-shafer theory in fault diagnosis of induction motors using vibration and current signals
    • Yang, B.S. and Kim, K.J. (2006). Application of dempster-shafer theory in fault diagnosis of induction motors using vibration and current signals. Mechanical Systems and Signal Processing, 20(2), 403-420.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.2 , pp. 403-420
    • Yang, B.S.1    Kim, K.J.2
  • 19
    • 79951579854 scopus 로고    scopus 로고
    • Bearing performance degradation assessment using locality preserving projections
    • Yu, J. (2011a). Bearing performance degradation assessment using locality preserving projections. Expert Systems with Applications, 38(6), 7440-7450.
    • (2011) Expert Systems with Applications , vol.38 , Issue.6 , pp. 7440-7450
    • Yu, J.1
  • 20
    • 79960043301 scopus 로고    scopus 로고
    • Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models
    • Yu, J. (2011b). Bearing performance degradation assessment using locality preserving projections and gaussian mixture models. Mechanical Systems and Signal Processing, 25(7), 2573-2588.
    • (2011) Mechanical Systems and Signal Processing , vol.25 , Issue.7 , pp. 2573-2588
    • Yu, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.