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Volumn 99, Issue 1, 2000, Pages 207-218

Prediction of laser butt joint welding parameters using back propagation and learning vector quantization networks

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; BUTT WELDING; LEARNING SYSTEMS; NEURAL NETWORKS; VECTOR QUANTIZATION; WELDS;

EID: 0033879015     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0924-0136(99)00424-0     Document Type: Article
Times cited : (77)

References (13)
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    • Dawes, C.1
  • 6
    • 0031167065 scopus 로고    scopus 로고
    • A practical overview of neural networks
    • Burke L., Ignizio J.P. A practical overview of neural networks. J. Intelligent Manuf. 8:1997;157-165.
    • (1997) J. Intelligent Manuf. , vol.8 , pp. 157-165
    • Burke, L.1    Ignizio, J.P.2
  • 7
    • 0025491651 scopus 로고
    • Artificial neural networks applied to arc welding process modeling and control
    • K. Andersen et al., Artificial neural networks applied to arc welding process modeling and control, IEEE Trans. Ind. Appl. 26 (5) (1990) 824-830.
    • (1990) IEEE Trans. Ind. Appl. , vol.26 , Issue.5 , pp. 824-830
    • Andersen, K.1
  • 8
    • 0032022579 scopus 로고
    • A comparison between the back-propagation and counter-propagation networks in the modeling of the TIG welding process
    • Juang S.C., Tarng Y.S., Lii H.R. A comparison between the back-propagation and counter-propagation networks in the modeling of the TIG welding process. J. Mater. Process. Technol. 75:1988;54-62.
    • (1988) J. Mater. Process. Technol. , vol.75 , pp. 54-62
    • Juang, S.C.1    Tarng, Y.S.2    Lii, H.R.3
  • 9
    • 0002215771 scopus 로고    scopus 로고
    • Optimum design based on mathematical model and neural network to predict weld parameters for fillet joints
    • Moon H.S., Na S.J. Optimum design based on mathematical model and neural network to predict weld parameters for fillet joints. J. Manuf. Syst. 16(1):1997;13-23.
    • (1997) J. Manuf. Syst. , vol.16 , Issue.1 , pp. 13-23
    • Moon, H.S.1    Na, S.J.2
  • 10
    • 0027149159 scopus 로고
    • Use of neural networks for parameter prediction and quality inspection in TIG welding
    • Zeng X.M., Lucas J., Fang M.T.C. Use of neural networks for parameter prediction and quality inspection in TIG welding. Trans. Inst. Measure. Control. 15(2):1993;87-95.
    • (1993) Trans. Inst. Measure. Control , vol.15 , Issue.2 , pp. 87-95
    • Zeng, X.M.1    Lucas, J.2    Fang, M.T.C.3
  • 11
    • 85009535700 scopus 로고    scopus 로고
    • Control of weldpool width and cooling time in TIG welding using a neural network model
    • Jin B., Soeda M., Oshima K. Control of weldpool width and cooling time in TIG welding using a neural network model. Welding Int. 10(8):1996;614-621.
    • (1996) Welding Int. , vol.10 , Issue.8 , pp. 614-621
    • Jin, B.1    Soeda, M.2    Oshima, K.3
  • 12
    • 0010818027 scopus 로고
    • Neural network methods for the modeling and control of welding processes
    • Karsai G., Andersen K., Cook G., Barnett R.J. Neural network methods for the modeling and control of welding processes. J. Intelligent Manuf. 3:1992;229-235.
    • (1992) J. Intelligent Manuf. , vol.3 , pp. 229-235
    • Karsai, G.1    Andersen, K.2    Cook, G.3    Barnett, R.J.4
  • 13
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    • Optimisation of submerged arc welding process parameters in hardfacing
    • Tsai H.L., Tarng Y.S., Tseng C.M. Optimisation of submerged arc welding process parameters in hardfacing. Int. J. Adv. Manuf. Technol. 12:1996;402-406.
    • (1996) Int. J. Adv. Manuf. Technol. , vol.12 , pp. 402-406
    • Tsai, H.L.1    Tarng, Y.S.2    Tseng, C.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.