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Volumn 28, Issue 1, 2013, Pages 82-97

KPLS-RWBFNN model for MFL 2D defect profile reconstruction

Author keywords

2D reconstruction; Kernel partial least squares; magnetic flux leakage; multi resolution approximation; radial wavelet basic function neural network

Indexed keywords

2D RECONSTRUCTION; BASIC FUNCTIONS; KERNEL PARTIAL LEAST SQUARES; MAGNETIC FLUX LEAKAGE; MULTI-RESOLUTIONS;

EID: 84874074696     PISSN: 10589759     EISSN: 14772671     Source Type: Journal    
DOI: 10.1080/10589759.2012.707199     Document Type: Article
Times cited : (3)

References (20)
  • 1
    • 77949777693 scopus 로고    scopus 로고
    • Sizing of 3-D arbitrary defects using magnetic flux leakage measurements
    • M. Ravan, R.K. Amineh, S. Koziel, N.K. Nikolova, and J.P. Reilly, Sizing of 3-D arbitrary defects using magnetic flux leakage measurements. IEEE Trans. Magn. 46 (2010), pp. 1024-1033.
    • (2010) IEEE Trans. Magn , vol.46 , pp. 1024-1033
    • Ravan, M.1    Amineh, R.K.2    Koziel, S.3    Nikolova, N.K.4    Reilly, J.P.5
  • 2
    • 33646064421 scopus 로고    scopus 로고
    • Numerical simulation on magnetic flux leakage evaluation at high speed
    • Y. Li, G.Y. Tian, and S. Ward, Numerical simulation on magnetic flux leakage evaluation at high speed, NDT&E Int. 39 (2006), pp. 367-373.
    • (2006) NDT&E Int , vol.39 , pp. 367-373
    • Li, Y.1    Tian, G.Y.2    Ward, S.3
  • 3
    • 0036493683 scopus 로고    scopus 로고
    • Reconstruction of crack shapes from the MFLT signals by using a rapid forward solver and an optimization approach
    • DOI 10.1109/20.996263, PII S0018946402027814
    • Z. Chen, G. Preda, O. Mihalache, and K. Miya, Reconstruction of crack shapes from the MFLT signals by using a rapid forward solver and an optimization approach, IEEE Trans. Magn. 38 (2002), pp. 1025-1028. (Pubitemid 34531337)
    • (2002) IEEE Transactions on Magnetics , vol.38 , Issue.2 , pp. 1025-1028
    • Chen, Z.1    Preda, G.2    Mihalache, O.3    Miya, K.4
  • 4
    • 0036477497 scopus 로고    scopus 로고
    • Estimating the sizes of surface cracks based on Hall element measurements of the leakage magnetic field and a dipole model of a crack
    • DOI 10.1007/s003390100899
    • D. Minkov, Y. Takeda, T. Shoji, and J. Lee, Estimating the sizes of surface cracks based on Hall element measurements of the leakage magnetic field and a dipole model of a crack. Appl. Phys. A Mater. Sci. Process. 74 (2002), pp. 169-176. (Pubitemid 34566125)
    • (2002) Applied Physics A: Materials Science and Processing , vol.74 , Issue.2 , pp. 169-176
    • Minkov, D.1    Takeda, Y.2    Shoji, T.3    Lee, J.4
  • 5
    • 0036874298 scopus 로고    scopus 로고
    • Electromagnetic NDE signal inversion by function-approximation neural networks
    • P. Ramuhalli, L. Udpa, and S.S. Udpa, Electromagnetic NDE signal inversion by function-approximation neural networks, IEEE Trans. Magn. 38 (2002), pp. 3633-3642.
    • (2002) IEEE Trans. Magn , vol.38 , pp. 3633-3642
    • Ramuhalli, P.1    Udpa, L.2    Udpa, S.S.3
  • 6
    • 0034540049 scopus 로고    scopus 로고
    • Characterization of gas pipeline inspection signals using wavelet basis function neural networks
    • DOI 10.1016/S0963-8695(00)00008-6
    • K. Hwang, S. Mandayam, S. Udpa, W. Lord, and M. Atzal, Characterization of gas pipeline inspection signals using wavelet basis function neural networks. NDT&E Int. 33 (2000), pp. 531-545. (Pubitemid 32018771)
    • (2000) NDT and E International , vol.33 , Issue.8 , pp. 531-545
    • Hwang, K.1    Mandayam, S.2    Udpa, S.S.3    Udpa, L.4    Lord, W.5    Atzal, M.6
  • 7
    • 0038259120 scopus 로고    scopus 로고
    • Kernel partial least squares regression in reproducing kernel Hilbert space
    • R. Rosipal and L.J. Trejo, Kernel partial least squares regression in reproducing kernel Hilbert space, J. Mach. Learn. Res. 2 (2001), pp. 97-123.
    • (2001) J. Mach. Learn. Res , vol.2 , pp. 97-123
    • Rosipal, R.1    Trejo, L.J.2
  • 8
    • 0037624001 scopus 로고    scopus 로고
    • Kernel partial least squares for nonlinear regression and discrimination
    • R. Rosipal, Kernel partial least squares for nonlinear regression and discrimination, Neural Netw. World 13 (2003), pp. 291-300.
    • (2003) Neural Netw. World , vol.13 , pp. 291-300
    • Rosipal, R.1
  • 9
    • 76849100172 scopus 로고    scopus 로고
    • Decentralized fault diagnosis of large-scale processes using multiblock kernel partial least squares
    • Y. Zhang, H. Zhou, S.J. Qin, and T. Chai, Decentralized fault diagnosis of large-scale processes using multiblock kernel partial least squares. IEEE Trans. Ind. Inform. 6 (2010), pp. 3-10.
    • (2010) IEEE Trans. Ind. Inform , vol.6 , pp. 3-10
    • Zhang, Y.1    Zhou, H.2    Qin, S.J.3    Chai, T.4
  • 10
    • 0037086546 scopus 로고    scopus 로고
    • Dimension reduction of process dynamic trends using independent component analysis
    • PII S0098135401007736
    • R.F. Li and X.Z. Wang, Dimension reducftion of process dynamic trends using independent component analysis, Comput. Chem. Eng. 26 (2002), pp. 467-473. (Pubitemid 34246502)
    • (2002) Computers and Chemical Engineering , vol.26 , Issue.3 , pp. 467-473
    • Li, R.F.1    Wang, X.Z.2
  • 11
    • 4944253785 scopus 로고    scopus 로고
    • Statistical process control charts for batch operations based on independent component analysis
    • H. Albazzaz and X.Z. Wang, Statistical process control charts for batch operations based on independent component analysis, Ind. Eng. Chem. Res. 43 (2004), pp. 6731-6741. (Pubitemid 39332075)
    • (2004) Industrial and Engineering Chemistry Research , vol.43 , Issue.21 , pp. 6731-6741
    • Albazzaz, H.1    Wang, X.Z.2
  • 12
    • 0037394190 scopus 로고    scopus 로고
    • Monitoring independent components for fault detection
    • DOI 10.1002/aic.690490414
    • M. Kano, S. Tanaka, S. Hasebe, I. Hashimoto, and H. Ohno, Monitoring independent components for fault detection. A.I.Ch.E. J. 49 (2003), pp. 969-976. (Pubitemid 36504561)
    • (2003) AIChE Journal , vol.49 , Issue.4 , pp. 969-976
    • Kano, M.1    Tanaka, S.2    Hasebe, S.3    Hashimoto, I.4    Ohno, H.5
  • 13
    • 3042632377 scopus 로고    scopus 로고
    • Statistical monitoring of dynamic processes based on dynamic independent component analysis
    • DOI 10.1016/j.ces.2004.04.031, PII S0009250904002660
    • J.M. Lee, C.K. Yoo, and I.B. Lee, Statistical monitoring of dynamic processes based on dynamic independent component analysis, Chem. Eng. Sci. 59 (2004), pp. 2995-3006. (Pubitemid 38814612)
    • (2004) Chemical Engineering Science , vol.59 , Issue.14 , pp. 2995-3006
    • Lee, J.-M.1    Yoo, C.K.2    Lee, I.-B.3
  • 14
    • 1342285571 scopus 로고    scopus 로고
    • Statistical process monitoring with independent component analysis
    • J.M. Lee, C.K. Yoo, and I. Lee, Statistical process monitoring with independent component analysis, J. Process Control 14 (2004), pp. 467-485.
    • (2004) J. Process Control , vol.14 , pp. 467-485
    • Lee, J.M.1    Yoo, C.K.2    Lee, I.3
  • 16
    • 75849130381 scopus 로고    scopus 로고
    • Condition monitoring of centrifuge vibrations using kernel PLS
    • A.J. Willis, Condition monitoring of centrifuge vibrations using kernel PLS, Comput. Chem. Eng. 34 (2010), pp. 349-353.
    • (2010) Comput. Chem. Eng , vol.34 , pp. 349-353
    • Willis, A.J.1
  • 18
    • 24044461725 scopus 로고    scopus 로고
    • A novel multivariate regression approach based on kernel partial least squares with orthogonal signal correction
    • DOI 10.1016/j.chemolab.2005.03.003, PII S0169743905000481
    • K. Kim, J.M. Lee, and I.B. Lee, A novel multivariate regression approach based on kernel partial least squares with orthogonal signal correction, Chemom. Intell. Lab. Syst. 79 (2005), pp. 22-30. (Pubitemid 41219503)
    • (2005) Chemometrics and Intelligent Laboratory Systems , vol.79 , Issue.1-2 , pp. 22-30
    • Kim, K.1    Lee, J.-M.2    Lee, I.-B.3
  • 19
    • 33847300613 scopus 로고    scopus 로고
    • Kernel PLS regression on wavelet transformed NIR spectra for prediction of sugar content of apple
    • M.N. Bart, I. Karen, and J.L. Theron, Kernel PLS regression on wavelet transformed NIR spectra for prediction of sugar content of apple, Chemom. Intell. Lab. Syst. 85 (2007), pp. 243-252.
    • (2007) Chemom. Intell. Lab. Syst , vol.85 , pp. 243-252
    • Bart, M.N.1    Karen, I.2    Theron, J.L.3
  • 20
    • 53649087137 scopus 로고    scopus 로고
    • Robust partial least squares regression: Part I, algorithmic developments
    • U. Kruger, Y. Zhou, X. Wang, D. Rooney, and J. Thomson, Robust partial least squares regression: Part I, algorithmic developments. J. Chemom. 22 (2008), pp. 1-13.
    • (2008) J. Chemom , vol.22 , pp. 1-13
    • Kruger, U.1    Zhou, Y.2    Wang, X.3    Rooney, D.4    Thomson, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.