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Volumn 15, Issue 4, 2003, Pages 1-7

A Neural Network Approach for GMA Butt Joint Welding

Author keywords

Bayesian regularization; GMA butt joint welding with full penetration; Marquardt algorithm; Neural network modeling; Single neuron self learning PSD control; Weld geometry control

Indexed keywords

BAYESIAN REGULARIZATION; WELD GEOMETRY CONTROL;

EID: 0348197117     PISSN: 09056866     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Review
Times cited : (5)

References (12)
  • 1
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    • Mathematical models to predict weld bead geometry for flux cored arc welding
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    • (1987) Metal Construction , vol.19 , Issue.1
    • Raveendra, J.1    Parmar, R.S.2
  • 5
    • 0032636579 scopus 로고    scopus 로고
    • Modelling Gas Metal Arc Weld Geometry Using Artificial Neural Network Technology
    • Chan, B., Pacey, J., and Bibby, M.: Modelling Gas Metal Arc Weld Geometry Using Artificial Neural Network Technology, Canadian Metallurgical Quarterly, Vol. 38 No. 1, pp. 43-51, 1999.
    • (1999) Canadian Metallurgical Quarterly , vol.38 , Issue.1 , pp. 43-51
    • Chan, B.1    Pacey, J.2    Bibby, M.3
  • 6
    • 0032740305 scopus 로고    scopus 로고
    • Static Modeling of GMAW Process Using Artificial Neural Networks
    • Di, L., Chandel, R.S., Srikanthan, T.: Static Modeling of GMAW Process Using Artificial Neural Networks, Materials and Manufacturing Processes, Vol 14 No. 1, pp. 13-36, 1999.
    • (1999) Materials and Manufacturing Processes , vol.14 , Issue.1 , pp. 13-36
    • Di, L.1    Chandel, R.S.2    Srikanthan, T.3
  • 7
    • 0033318989 scopus 로고    scopus 로고
    • ISIJ International - Iron and Steel Institute of Japan
    • Vitek, J.M.: Neural Networks Applied to Welding: Two Examples, ISIJ International - Iron and Steel Institute of Japan, Vol. 39 No. 10, pp. 1088-1095, 1999.
    • (1999) Neural Networks Applied to Welding: Two Examples , vol.39 , Issue.10 , pp. 1088-1095
    • Vitek, J.M.1
  • 8
    • 0034261642 scopus 로고    scopus 로고
    • A comparison in a back-bead prediction of gas metal arc welding using multiple regression analysis and artificial neural network
    • Lee, J., Um, K.: A comparison in a back-bead prediction of gas metal arc welding using multiple regression analysis and artificial neural network, Optics and Lasers in Engineering, Vol. 34 Issue 3, pp. 149-158, 2000.
    • (2000) Optics and Lasers in Engineering , vol.34 , Issue.3 , pp. 149-158
    • Lee, J.1    Um, K.2
  • 9
    • 0033726364 scopus 로고    scopus 로고
    • Intelligent Methodology for Sensing, Modeling and Control of Pulsed GTAW: Part 1 - Bead-on-Plate Welding
    • Chen, S.B., Lou, Y.J., Wu, L., and Zhao, D.B.: Intelligent Methodology for Sensing, Modeling and Control of Pulsed GTAW: Part 1 - Bead-on-Plate Welding, Welding Journal - Including Welding Research Supplement, Vol. 79 Issue 6, pp. 151s-163s, 2000.
    • (2000) Welding Journal - Including Welding Research Supplement , vol.79 , Issue.6
    • Chen, S.B.1    Lou, Y.J.2    Wu, L.3    Zhao, D.B.4
  • 11
    • 0028543366 scopus 로고
    • Training Feed-forward Networks with the Marquardt Algorithm
    • Hagan, M.T., and Menhaj, M.B.: Training Feed-forward Networks with the Marquardt Algorithm, IEEE Transactions on Neural Networks, Vol. 5 No. 6, pp. 989-993, 1994.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.