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Volumn 41, Issue 6, 2008, Pages 467-476

Feature extraction and selection for defect classification of pulsed eddy current NDT

Author keywords

Defect classification; Feature extraction; Feature selection; Hilbert transform; Pulsed eddy current

Indexed keywords

DEFECTS; EDDY CURRENTS; FEATURE EXTRACTION; PRINCIPAL COMPONENT ANALYSIS;

EID: 44649126024     PISSN: 09638695     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ndteint.2008.02.002     Document Type: Article
Times cited : (132)

References (20)
  • 1
    • 0012313903 scopus 로고    scopus 로고
    • Technologies and challenges at the beginning of the 3rd millennium-part I
    • Yoseph B.C., and Emerging N.D.E. Technologies and challenges at the beginning of the 3rd millennium-part I. Mater Eval 58 1 (2000) 17-30
    • (2000) Mater Eval , vol.58 , Issue.1 , pp. 17-30
    • Yoseph, B.C.1    Emerging, N.D.E.2
  • 2
    • 0035337070 scopus 로고    scopus 로고
    • Electromagnetic and eddy current NDT: a review
    • Sophian A., Tian G.Y., Taylor D., and Rudlin J. Electromagnetic and eddy current NDT: a review. Insight 43 5 (2001)
    • (2001) Insight , vol.43 , Issue.5
    • Sophian, A.1    Tian, G.Y.2    Taylor, D.3    Rudlin, J.4
  • 3
    • 13144255743 scopus 로고    scopus 로고
    • Multiple sensors on pulsed eddy-current detection for 3-d subsurface crack assessment
    • Tian G.Y., Sophian A., Taylor D., and Rudlin J. Multiple sensors on pulsed eddy-current detection for 3-d subsurface crack assessment. IEEE Sensors J 5 1 (2005) 90-96
    • (2005) IEEE Sensors J , vol.5 , Issue.1 , pp. 90-96
    • Tian, G.Y.1    Sophian, A.2    Taylor, D.3    Rudlin, J.4
  • 4
    • 6344288803 scopus 로고    scopus 로고
    • Defect classification using a new feature for pulsed eddy current sensors
    • Tian G.Y., and Sophian A. Defect classification using a new feature for pulsed eddy current sensors. NDT&E Int 38 (2005) 77-82
    • (2005) NDT&E Int , vol.38 , pp. 77-82
    • Tian, G.Y.1    Sophian, A.2
  • 5
    • 31144468367 scopus 로고    scopus 로고
    • A multi-frequency impedance analyzing instrument for eddy current testing
    • Yin W.D., and Peyton A.J. A multi-frequency impedance analyzing instrument for eddy current testing. Meas Sci Technol 17 (2006) 393-402
    • (2006) Meas Sci Technol , vol.17 , pp. 393-402
    • Yin, W.D.1    Peyton, A.J.2
  • 6
    • 27344438720 scopus 로고    scopus 로고
    • Electrical conductivity measurement of measurement of metal plates using broadband eddy-current and four-point methods
    • Bowler N., and Huang Y. Electrical conductivity measurement of measurement of metal plates using broadband eddy-current and four-point methods. Meas Sci Technol 16 (2005) 2193-2200
    • (2005) Meas Sci Technol , vol.16 , pp. 2193-2200
    • Bowler, N.1    Huang, Y.2
  • 7
    • 0037221009 scopus 로고    scopus 로고
    • A feature extraction technique based on principal component analysis for pulsed eddy current NDT
    • Sophian A., Tian G.Y., Taylor D., et al., A feature extraction technique based on principal component analysis for pulsed eddy current NDT. NDT&E Int 36 (2003) 37-41
    • (2003) NDT&E Int , vol.36 , pp. 37-41
    • Sophian, A.1    Tian, G.Y.2    Taylor, D.3
  • 8
    • 13444266067 scopus 로고    scopus 로고
    • Reduction of lift-off effects for pulsed eddy current NDT
    • Tian G.Y., and Sophian A. Reduction of lift-off effects for pulsed eddy current NDT. NDT&E Int 38 (2005) 319-324
    • (2005) NDT&E Int , vol.38 , pp. 319-324
    • Tian, G.Y.1    Sophian, A.2
  • 9
    • 2342546139 scopus 로고    scopus 로고
    • Interpretation of pulsed eddy current signals for locating and quantifying metal loss in thin skin lap splices
    • Lepine B.A., Giguère J.S.R., Forsyth D.S., Chahbaz A., and Dubois J.M.S. Interpretation of pulsed eddy current signals for locating and quantifying metal loss in thin skin lap splices. Rev Prog Quant Nondestr Eval 21 (2001) 415-422
    • (2001) Rev Prog Quant Nondestr Eval , vol.21 , pp. 415-422
    • Lepine, B.A.1    Giguère, J.S.R.2    Forsyth, D.S.3    Chahbaz, A.4    Dubois, J.M.S.5
  • 10
    • 23244450140 scopus 로고    scopus 로고
    • Wavelet-based PCA defect classification and quantification for pulsed eddy current NDT
    • Tian G.Y., Sophian A., Taylor, et al. Wavelet-based PCA defect classification and quantification for pulsed eddy current NDT. IEE Proc-Sci Meas Technol 152 4 (2005)
    • (2005) IEE Proc-Sci Meas Technol , vol.152 , Issue.4
    • Tian, G.Y.1    Sophian, A.2    Taylor3
  • 11
    • 0000653575 scopus 로고
    • Measurement and calculation of transient eddy-currents in layered structures
    • Bowler J.R., and Harrison D.J. Measurement and calculation of transient eddy-currents in layered structures. Rev Prog Quant Nondestr Eval 11 1 (1992) 241-248
    • (1992) Rev Prog Quant Nondestr Eval , vol.11 , Issue.1 , pp. 241-248
    • Bowler, J.R.1    Harrison, D.J.2
  • 12
    • 0003733873 scopus 로고
    • Prentice-Hall, Englewood Cliffs, NJ
    • Leon C. Time-frequency analysis (1995), Prentice-Hall, Englewood Cliffs, NJ
    • (1995) Time-frequency analysis
    • Leon, C.1
  • 14
    • 0026903040 scopus 로고
    • A theory of multiscale, curvature-based shape representation for planar curves
    • Mokhtarian F., and Mackworth A. A theory of multiscale, curvature-based shape representation for planar curves. IEEE Trans Pattern Anal Mach Intell 14 (1992) 789-805
    • (1992) IEEE Trans Pattern Anal Mach Intell , vol.14 , pp. 789-805
    • Mokhtarian, F.1    Mackworth, A.2
  • 15
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
    • Huang N.E., Zheng S., and Steven R.L. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc London A (1998) 903-995
    • (1998) Proc R Soc London A , pp. 903-995
    • Huang, N.E.1    Zheng, S.2    Steven, R.L.3
  • 16
    • 25444476039 scopus 로고    scopus 로고
    • Transient and harmonic eddy currents: lift-off point of intersection
    • Mandache C., and Lefebvre J.H.V. Transient and harmonic eddy currents: lift-off point of intersection. NDT&E Int 39 (2006) 57-60
    • (2006) NDT&E Int , vol.39 , pp. 57-60
    • Mandache, C.1    Lefebvre, J.H.V.2
  • 18
    • 0035693893 scopus 로고    scopus 로고
    • Pulsed eddy current technology: characterizing material loss with gap and lift-off variations
    • Giguère1 S., Lepine B.A., and Dubois J.M.S. Pulsed eddy current technology: characterizing material loss with gap and lift-off variations. Res Nondestr Eval 13 (2001) 119-129
    • (2001) Res Nondestr Eval , vol.13 , pp. 119-129
    • Giguère1, S.1    Lepine, B.A.2    Dubois, J.M.S.3
  • 19
    • 44649133715 scopus 로고    scopus 로고
    • Magnetic field based multi-frequency eddy current for multilayered specimen characterisation
    • Li Y., Theodoulidis T., and Tian G.Y. Magnetic field based multi-frequency eddy current for multilayered specimen characterisation. IEEE Trans Magn 43 11 (2007) 4010-4014
    • (2007) IEEE Trans Magn , vol.43 , Issue.11 , pp. 4010-4014
    • Li, Y.1    Theodoulidis, T.2    Tian, G.Y.3
  • 20
    • 44649188704 scopus 로고    scopus 로고
    • Dirk D. New trends in eddy current testing. Qualities digest magazine. 〈http://www.qualitydigest.com/dec03/articles/01_article.shtml〉.
    • Dirk D. New trends in eddy current testing. Qualities digest magazine. 〈http://www.qualitydigest.com/dec03/articles/01_article.shtml〉.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.