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Volumn 35, Issue 1-2, 2009, Pages 184-198

Application of wavelet packet transform based Normalised Radial Basis Function Network in a machining process

Author keywords

current sensor; drill wear; Gaussian function; Normalised radial basis function network; NRBFN; Radial basis function network; RBFN; wavelet packet transform

Indexed keywords

DRILLS; FUNCTIONS; INFILL DRILLING; MACHINING; PACKET NETWORKS; WAVELET ANALYSIS; WAVELET TRANSFORMS; WEAR OF MATERIALS;

EID: 66149167541     PISSN: 02681900     EISSN: None     Source Type: Journal    
DOI: 10.1504/IJMPT.2009.025226     Document Type: Article
Times cited : (4)

References (24)
  • 1
    • 0000621802 scopus 로고
    • 'Multivariable functional interpolation and adaptive networks'
    • Broomhead, D.S. and Lowe, D. (1988) 'Multivariable functional interpolation and adaptive networks', Complex Systems, Vol.2, pp.321-355.
    • (1988) Complex Systems , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 2
    • 0003380048 scopus 로고    scopus 로고
    • 'Stable encoding of robot trajectories using normalized radial basis function: application to an autonomous wheelchair'
    • 27-30 April, Birmingham, UK
    • Bugmann, G., Koay, K.L., Barlow, N., Phillips, M. and Rodney D. (1998) 'Stable encoding of robot trajectories using normalized radial basis function: application to an autonomous wheelchair', Proceeding of the 29th International Symposium Robotics, 27-30 April, Birmingham, UK, pp.232-235.
    • (1998) Proceeding of the 29th International Symposium Robotics , pp. 232-235
    • Bugmann, G.1    Koay, K.L.2    Barlow, N.3    Phillips, M.4    Rodney, D.5
  • 3
    • 0032584954 scopus 로고    scopus 로고
    • Normalized Gaussian radial basis function networks
    • DOI 10.1016/S0925-2312(98)00027-7, PII S0925231298000277
    • Bugmann, G. (1998) 'Normalized Gaussian radial basis function networks', Neurocomputing, Vol.20, pp.97-110. (Pubitemid 28423529)
    • (1998) Neurocomputing , vol.20 , Issue.1-3 , pp. 97-110
    • Bugmann, G.1
  • 4
    • 0029489274 scopus 로고
    • 'Tool condition monitoring (TCM) - the status of research and industrial application'
    • Byrne, G., Dorfeld, D., Inasaki, I., Ketteler, G., Konig, W. and Teti, R. (1995) 'Tool condition monitoring (TCM) - the status of research and industrial application', Annals of CIRP, Vol.44, No. 2, pp.541-567.
    • (1995) Annals of CIRP , vol.44 , Issue.2 , pp. 541-567
    • Byrne, G.1    Dorfeld, D.2    Inasaki, I.3    Ketteler, G.4    Konig, W.5    Teti, R.6
  • 5
    • 0025536629 scopus 로고
    • Tool wear and failure monitoring techniques for turning. A review
    • DOI 10.1016/0890-6955(90)90009-8
    • Dan, L. and Mathew, J. (1990) 'Tool wear and failure monitoring techniques for turning - a review', International Journal of Machine Tools and Manufacture, Vol.30, No. 4, pp.579-598. (Pubitemid 21655944)
    • (1990) International Journal of Machine Tools and Manufacture , vol.30 , Issue.4 , pp. 579-598
    • Li Dan1    Mathew, J.2
  • 6
    • 66149172945 scopus 로고    scopus 로고
    • 'Sensor signals for tool-wear monitoring in metal cutting operations- a review of methods
    • Dimla, Sr., D.E. (2000) 'Sensor signals for tool-wear monitoring in metal cutting operations - a review of methods', International Journal of Machine Tools and Manufacture, Vol.42, pp.29-40.
    • (2000) International Journal of Machine Tools and Manufacture , vol.42 , pp. 29-40
    • Dimla Sr., D.E.1
  • 7
    • 0031235710 scopus 로고    scopus 로고
    • Neural network solutions to the tool condition monitoring problem in metal cutting - A critical review of methods
    • PII S0890695597000205
    • Dimla, D.E., Lister, P.M. and Leighton, N.J. (1997) 'Neural network solution to the tool condition monitoring problem in metal cutting - a critical review of methods', International Journal of Machine Tools and Manufacture, Vol.37, No. 9, pp.1219-1241. (Pubitemid 127369746)
    • (1997) International Journal of Machine Tools and Manufacture , vol.37 , Issue.9 , pp. 1219-1241
    • Dimla Jr., D.E.1    Lister, P.M.2    Leighton, N.J.3
  • 8
    • 34248996874 scopus 로고    scopus 로고
    • 'Evaluation of the performance of back propagation and radial basis function neural networks in predicting the drill flank wear'
    • Garg, S., Pal, S.K. and Chakraborty, D. (2007) 'Evaluation of the performance of back propagation and radial basis function neural networks in predicting the drill flank wear', Neural Computing and Application, Vol.16, pp.407-417.
    • (2007) Neural Computing and Application , vol.16 , pp. 407-417
    • Garg, S.1    Pal, S.K.2    Chakraborty, D.3
  • 9
    • 0003413187 scopus 로고    scopus 로고
    • 2nd ed., Pearson Education (Singapore) Pte. Ltd., ISBN 81-7808-300-0
    • Haykin, S. (1998) Neural Networks, A Comprehensive Foundation, 2nd ed., Pearson Education (Singapore) Pte. Ltd., ISBN 81-7808-300-0, pp.320-325.
    • (1998) Neural Networks, A Comprehensive Foundation , pp. 320-325
    • Haykin, S.1
  • 10
    • 0036640442 scopus 로고    scopus 로고
    • 'A summary of methods applied to tool condition monitoring in drilling'
    • Jantunen, E. (2002) 'A summary of methods applied to tool condition monitoring in drilling', International Journal of Machine Tools and Manufacture, Vol.42, pp.997-1010.
    • (2002) International Journal of Machine Tools and Manufacture , vol.42 , pp. 997-1010
    • Jantunen, E.1
  • 11
    • 37849009396 scopus 로고    scopus 로고
    • 'Calculation of reference cutting force as a criterion of rough milling using FEM analysis'
    • Lee, H. and Cho, D. (2006) 'Calculation of reference cutting force as a criterion of rough milling using FEM analysis', Materials Science Forum, Vol.526, pp.43-48.
    • (2006) Materials Science Forum , vol.526 , pp. 43-48
    • Lee, H.1    Cho, D.2
  • 12
    • 0024700097 scopus 로고
    • 'A theory for multiresolution signal decomposition, The wavelet representation'
    • Mallat, S.G. (1989) 'A theory for multiresolution signal decomposition, The wavelet representation', IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.11, No. 5, pp.674-693.
    • (1989) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.11 , Issue.5 , pp. 674-693
    • Mallat, S.G.1
  • 13
    • 0000666599 scopus 로고
    • 'Monitoring and adaptive control of cutting process by means of motor power and current measurements'
    • Mannan, M.A. and Broms, S. (1989) 'Monitoring and adaptive control of cutting process by means of motor power and current measurements', Annals of CIRP, Vol.38, No. 1, pp.347-350.
    • (1989) Annals of CIRP , vol.38 , Issue.1 , pp. 347-350
    • Mannan, M.A.1    Broms, S.2
  • 14
    • 0000672424 scopus 로고
    • 'Fast learning in networks of locally-tuned processing unit'
    • Moody, J. and Darken, C. (1989) 'Fast learning in networks of locally-tuned processing unit', Neural Computing, Vol.1, pp.281-294.
    • (1989) Neural Computing , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.2
  • 15
    • 34047262880 scopus 로고    scopus 로고
    • Artificial neural network based prediction of drill flank wear from motor current signals
    • DOI 10.1016/j.asoc.2006.06.001, PII S1568494606000482
    • Patra, K., Pal, S.K. and Bhattacharyya, K. (2007) 'Artificial neural network based prediction of drill flank wear from motor current signals', Applied Soft Computing, Vol.7, pp.929-935. (Pubitemid 46551928)
    • (2007) Applied Soft Computing Journal , vol.7 , Issue.3 , pp. 929-935
    • Patra, K.1    Pal, S.K.2    Bhattacharyya, K.3
  • 16
    • 16644394005 scopus 로고    scopus 로고
    • 'Wavelet packet transform and artificial neural network applied to simultaneous kinetic multicomponent determination'
    • Ren, S. and Gao, L. (2004) 'Wavelet packet transform and artificial neural network applied to simultaneous kinetic multicomponent determination', Analytical and Bioanalytical Chemistry, Vol.378, pp.1392-1398.
    • (2004) Analytical and Bioanalytical Chemistry , vol.378 , pp. 1392-1398
    • Ren, S.1    Gao, L.2
  • 17
    • 0035520754 scopus 로고    scopus 로고
    • Wear monitoring in turning operations using vibration and strain measurements
    • DOI 10.1006/mssp.2000.1364
    • Scheffer, C. and Heyns, P.S. (2001) 'Wear monitoring in turning operations using vibration and strain measurements', Mechanical Systems and Signal Processing, Vol.15, No. 6, pp.1185-1202. (Pubitemid 34156548)
    • (2001) Mechanical Systems and Signal Processing , vol.15 , Issue.6 , pp. 1185-1202
    • Scheffer, C.1    Heyns, P.S.2
  • 20
    • 0036664145 scopus 로고    scopus 로고
    • 'Online and indirect tool wear monitoring in turning with artificial neural networks, a review of more than a decade of research'
    • Sick, B. (2002) 'Online and indirect tool wear monitoring in turning with artificial neural networks, a review of more than a decade of research', Mechanical Systems and Signal Processing, Vol.16, No. 4, pp.487-546.
    • (2002) Mechanical Systems and Signal Processing , vol.16 , Issue.4 , pp. 487-546
    • Sick, B.1
  • 21
    • 28844436450 scopus 로고    scopus 로고
    • Acoustic emission based drill condition monitoring during drilling of glass/phenolic polymeric composite using wavelet packet transform
    • DOI 10.1016/j.msea.2005.08.036, PII S0921509305009597, International Conference on Recent Advances in Composite
    • Velayudham, A., Krishnamurthy, R. and Soundarapandian, T. (2005) 'Acoustic emission based drill condition monitoring during drilling of glass/phenolic polymeric composite using wavelet packet transform', Materials Science and Engineering: A, Vol.412, pp.141-145. (Pubitemid 41762241)
    • (2005) Materials Science and Engineering A , vol.412 , Issue.1-2 , pp. 141-145
    • Velayudham, A.1    Krishnamurthy, R.2    Soundarapandian, T.3
  • 22
    • 0032867919 scopus 로고    scopus 로고
    • Drill wear monitoring based on current signals
    • DOI 10.1016/S0043-1648(99)00130-1, PII S0043164899001301
    • Xiaoli, L. and Tso, S.K. (1999) 'Drill wear monitoring based on current signals', Wear, Vol.231, pp.172-178. (Pubitemid 29466701)
    • (1999) Wear , vol.231 , Issue.2 , pp. 172-178
    • Li, X.1    Tso, S.K.2
  • 23
    • 0032173121 scopus 로고    scopus 로고
    • Tool wear monitoring with wavelet packet transform-fuzzy clustering method
    • DOI 10.1016/S0043-1648(98)00165-3, PII S0043164898001653
    • Xiaoli, L. and Zhejun, Y. (1998) 'Tool wear monitoring with wavelet packet transform-fuzzy clustering method', Wear, Vol.219, pp.145-154. (Pubitemid 29149545)
    • (1998) Wear , vol.219 , Issue.2 , pp. 145-154
    • Li, X.1    Yuan, Z.2
  • 24
    • 0033212672 scopus 로고    scopus 로고
    • 'Tool wear detection with fuzzy classification and wavelet fuzzy neural network'
    • Yao, Y., Xiaoli, L. and Zhejun, Y. (1999) 'Tool wear detection with fuzzy classification and wavelet fuzzy neural network', International Journal of Machine Tools and Manufacture, Vol. 39, pp.1525-1538.
    • (1999) International Journal of Machine Tools and Manufacture , vol.39 , pp. 1525-1538
    • Yao, Y.1    Xiaoli, L.2    Zhejun, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.