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Volumn 200, Issue 1-3, 2008, Pages 300-305

Prediction of bead geometry in pulsed GMA welding using back propagation neural network

Author keywords

Artificial neural networks; Bead geometry; Convexity index; Pulsed GMA welding; Regression model; Welding parameters

Indexed keywords

BACKPROPAGATION; GEOMETRY; MATHEMATICAL MODELS; PARAMETER ESTIMATION; REGRESSION ANALYSIS; THICKNESS MEASUREMENT; WELDS;

EID: 39849101916     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmatprotec.2007.09.034     Document Type: Article
Times cited : (112)

References (16)
  • 1
    • 0032636579 scopus 로고    scopus 로고
    • Modeling gas metal arc weld geometry using artificial neural network technology
    • Chan B., Pacey J., and Bibby M. Modeling gas metal arc weld geometry using artificial neural network technology. Can. Metall. Quart. 38 1 (1999) 43-51
    • (1999) Can. Metall. Quart. , vol.38 , Issue.1 , pp. 43-51
    • Chan, B.1    Pacey, J.2    Bibby, M.3
  • 3
    • 0027627965 scopus 로고
    • Working with neural networks
    • July
    • Hammerstrom D. Working with neural networks. IEEE Spectrum (1993) 46-53 July
    • (1993) IEEE Spectrum , pp. 46-53
    • Hammerstrom, D.1
  • 4
    • 0034813866 scopus 로고    scopus 로고
    • Development of an intelligent system for selection of the process variables in gas metal arc welding processes
    • Kim I.S., Park C.E., Jeong Y.J., and Son J.S. Development of an intelligent system for selection of the process variables in gas metal arc welding processes. Int. J. Adv. Manuf. Technol. 18 (2001) 98-102
    • (2001) Int. J. Adv. Manuf. Technol. , vol.18 , pp. 98-102
    • Kim, I.S.1    Park, C.E.2    Jeong, Y.J.3    Son, J.S.4
  • 5
    • 0037147023 scopus 로고    scopus 로고
    • A study on prediction of bead height in robotic arc welding using a neural network
    • Kim I.S., Son J.S., Park C.E., Lee C.W., and Prasad Y.K.D.V. A study on prediction of bead height in robotic arc welding using a neural network. J. Mater. Process. Technol. 130-131 (2002) 229-234
    • (2002) J. Mater. Process. Technol. , vol.130-131 , pp. 229-234
    • Kim, I.S.1    Son, J.S.2    Park, C.E.3    Lee, C.W.4    Prasad, Y.K.D.V.5
  • 6
    • 11144347824 scopus 로고    scopus 로고
    • An investigation into an intelligent system for predicting bead geometry in GMA welding process
    • Kim I.S., Son J.S., Park C.E., Kim I.J., and Kim H.H. An investigation into an intelligent system for predicting bead geometry in GMA welding process. J. Mater. Process. Technol. 159 (2005) 113-118
    • (2005) J. Mater. Process. Technol. , vol.159 , pp. 113-118
    • Kim, I.S.1    Son, J.S.2    Park, C.E.3    Kim, I.J.4    Kim, H.H.5
  • 8
    • 0034516096 scopus 로고    scopus 로고
    • A prediction of welding process parameters by prediction of back bead geometry
    • Lee J.I., and Um K.W. A prediction of welding process parameters by prediction of back bead geometry. J. Mater. Process. Technol. 108 (2000) 106-113
    • (2000) J. Mater. Process. Technol. , vol.108 , pp. 106-113
    • Lee, J.I.1    Um, K.W.2
  • 9
    • 39849111149 scopus 로고    scopus 로고
    • Manikya Kanti, K., Prediction of bead geometry in pulsed GMA welding using artificial neural networks. MTech Thesis. G.V.P. College of Eng., Visakhapatnam, 2006.
    • Manikya Kanti, K., Prediction of bead geometry in pulsed GMA welding using artificial neural networks. MTech Thesis. G.V.P. College of Eng., Visakhapatnam, 2006.
  • 10
    • 39849105040 scopus 로고    scopus 로고
    • MATLAB 6.1, Help Navigator, 2001
    • MATLAB 6.1, Help Navigator, 2001
  • 11
    • 0033351160 scopus 로고    scopus 로고
    • Weld bead characteristics in pulsed GMA welding of Al-Mg alloys
    • Rajasekaran S. Weld bead characteristics in pulsed GMA welding of Al-Mg alloys. Weld. J. 78 12 (1999) 397s-407s
    • (1999) Weld. J. , vol.78 , Issue.12
    • Rajasekaran, S.1
  • 12
    • 39849111432 scopus 로고    scopus 로고
    • Rukmini Srikant, R., Tool wear monitoring using artificial intelligence. MTech Thesis. GITAM College of Engineering, Visakhapatnam, 2003.
    • Rukmini Srikant, R., Tool wear monitoring using artificial intelligence. MTech Thesis. GITAM College of Engineering, Visakhapatnam, 2003.
  • 14
    • 39849086925 scopus 로고    scopus 로고
    • Srinivasa Rao, P., Development of arc rotation mechanism and experimental studies on pulsed GMA welding with and without arc rotation. PhD Thesis. I.I.T. Kharagpur, 2004.
    • Srinivasa Rao, P., Development of arc rotation mechanism and experimental studies on pulsed GMA welding with and without arc rotation. PhD Thesis. I.I.T. Kharagpur, 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.