메뉴 건너뛰기




Volumn 142, Issue 1, 2003, Pages 20-28

Delta ferrite prediction in stainless steel welds using neural network analysis and comparison with other prediction methods

Author keywords

Austenitic stainless steel; Delta ferrite content; Duplex stainless steel; Neural network analysis

Indexed keywords

COMPOSITION; FERRITES; NEURAL NETWORKS; REGRESSION ANALYSIS; STAINLESS STEEL;

EID: 0141532036     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0924-0136(03)00430-8     Document Type: Article
Times cited : (40)

References (15)
  • 1
    • 85040301315 scopus 로고
    • Hot cracking susceptibility of austenitic stainless steel weld metals
    • Lundin C.D., Chou C.P.D. Hot cracking susceptibility of austenitic stainless steel weld metals. WRC Bull. 289:1983;1-80.
    • (1983) WRC Bull. , vol.289 , pp. 1-80
    • Lundin, C.D.1    Chou, C.P.D.2
  • 2
    • 0016544051 scopus 로고
    • Ferrite-fissuring relationships in austenitic stainless steel
    • Lundin C.D., Delong W.T., Spond D.F. Ferrite-fissuring relationships in austenitic stainless steel. Weld Met. 54(8):1975;241s-246s.
    • (1975) Weld Met. , vol.54 , Issue.8
    • Lundin, C.D.1    Delong, W.T.2    Spond, D.F.3
  • 3
    • 0022697461 scopus 로고
    • The sigma phase transformation in austenitic stainless steels
    • Vitek J.M., David S.A. The sigma phase transformation in austenitic stainless steels. Weld. J. 65(4):1986;106s-111s.
    • (1986) Weld. J. , vol.65 , Issue.4
    • Vitek, J.M.1    David, S.A.2
  • 4
    • 0013163777 scopus 로고
    • Cryogenic toughness of SMA austenitic stainless steel weld metals
    • Szumachowski E.R., Reid H.F. Cryogenic toughness of SMA austenitic stainless steel weld metals. Weld. J. 57(11):1978;325s-333s.
    • (1978) Weld. J. , vol.57 , Issue.11
    • Szumachowski, E.R.1    Reid, H.F.2
  • 5
    • 0022795129 scopus 로고
    • Ferrite control in duplex stainless steel weld metal
    • Kotecki D.J. Ferrite control in duplex stainless steel weld metal. Weld. J. 65(10):1986;273s-278s.
    • (1986) Weld. J. , vol.65 , Issue.10
    • Kotecki, D.J.1
  • 6
    • 0000960222 scopus 로고
    • WRC-92 constitution diagram for stainless steel weld metals: A modification of the WRC-1988 diagram
    • Kotecki D.J., Siewert D.T.A. WRC-92 constitution diagram for stainless steel weld metals: a modification of the WRC-1988 diagram. Weld. J. 71(5):1992;171s-178s.
    • (1992) Weld. J. , vol.71 , Issue.5
    • Kotecki, D.J.1    Siewert, D.T.A.2
  • 7
    • 21944437037 scopus 로고    scopus 로고
    • New model for prediction of ferrite number in stainless steel welds
    • Babu S.S., Vitek J.M., Iskander Y.S., David S.A. New model for prediction of ferrite number in stainless steel welds. Sci. Technol. Weld. 2(6):1997;279-285.
    • (1997) Sci. Technol. Weld. , vol.2 , Issue.6 , pp. 279-285
    • Babu, S.S.1    Vitek, J.M.2    Iskander, Y.S.3    David, S.A.4
  • 8
    • 0002434657 scopus 로고    scopus 로고
    • Improved ferrite number prediction in stainless steel arc welds using artificial neural networks. Part 1. Neural network development
    • Vitek J.M., Iskander Y.S., Oblow E.M. Improved ferrite number prediction in stainless steel arc welds using artificial neural networks. Part 1. Neural network development. Weld. J. 79(2):2000;33-40.
    • (2000) Weld. J. , vol.79 , Issue.2 , pp. 33-40
    • Vitek, J.M.1    Iskander, Y.S.2    Oblow, E.M.3
  • 9
    • 0034140980 scopus 로고    scopus 로고
    • Improved ferrite number prediction in stainless steel arc welds using artificial neural networks. Part 2. Neural network development
    • Vitek J.M., Iskander Y.S., Oblow E.M. Improved ferrite number prediction in stainless steel arc welds using artificial neural networks. Part 2. Neural network development. Weld. J. 79(2):2000;41-50.
    • (2000) Weld. J. , vol.79 , Issue.2 , pp. 41-50
    • Vitek, J.M.1    Iskander, Y.S.2    Oblow, E.M.3
  • 10
    • 0000649359 scopus 로고    scopus 로고
    • Bayesian non-linear modeling with neural networks
    • H. Cerjack (Ed.), The Institute of Materials, London
    • D.J.C. Mackay, Bayesian non-linear modeling with neural networks, in: H. Cerjack (Ed.), Mathematical Modeling of Weld Phenomena, vol. 3, The Institute of Materials, London, 1997, pp. 359-389.
    • (1997) Mathematical Modeling of Weld Phenomena , vol.3 , pp. 359-389
    • Mackay, D.J.C.1
  • 11
    • 0041726243 scopus 로고
    • Stainless steel weld metal: Prediction of ferrite content
    • McCowan C.N., Siewert T.A., Olson D.L. Stainless steel weld metal: prediction of ferrite content. WRC Bull. 342:1989;1-36.
    • (1989) WRC Bull. , vol.342 , pp. 1-36
    • McCowan, C.N.1    Siewert, T.A.2    Olson, D.L.3
  • 12
    • 0002704818 scopus 로고
    • A practical Bayesian framework for back-propagation networks
    • MacKay D.J.C. A practical Bayesian framework for back-propagation networks. Neural Comput. 3:1992;448-472.
    • (1992) Neural Comput. , vol.3 , pp. 448-472
    • MacKay, D.J.C.1
  • 13
    • 0003162926 scopus 로고    scopus 로고
    • Application of Bayesian neural network for modeling and prediction of FN in austenitic stainless steel welds
    • H. Cerjak, H.K.D.H. Bhadeshia (Eds.), Institute of Materials
    • M. Vasudevan, M. Murugananth, A.K. Bhaduri, Application of Bayesian neural network for modeling and prediction of FN in austenitic stainless steel welds, in: H. Cerjak, H.K.D.H. Bhadeshia (Eds.), Mathematical Modelling of Weld Phenomena - VI, Institute of Materials, 2002, pp. 1079-1099.
    • (2002) Mathematical Modelling of Weld Phenomena - VI , pp. 1079-1099
    • Vasudevan, M.1    Murugananth, M.2    Bhaduri, A.K.3
  • 14
    • 0021422211 scopus 로고
    • Effect of manganese on stainless steel weld metal ferrite
    • Szumachowski E.R., Kotechi D.J. Effect of manganese on stainless steel weld metal ferrite. Weld. J. 63(5):1984;156s-161s.
    • (1984) Weld. J. , vol.63 , Issue.5
    • Szumachowski, E.R.1    Kotechi, D.J.2
  • 15
    • 0043076343 scopus 로고    scopus 로고
    • Bayesian neural network analysis of the compositional variations on the ferrite number in 316LN austenitic stainless steel welds
    • Vasudevan M., Bhaduri A.K., Raj B., Prasad Rao K. Bayesian neural network analysis of the compositional variations on the ferrite number in 316LN austenitic stainless steel welds. Trans. Ind. Ins. Met. 55(5):2002;389-396.
    • (2002) Trans. Ind. Ins. Met. , vol.55 , Issue.5 , pp. 389-396
    • Vasudevan, M.1    Bhaduri, A.K.2    Raj, B.3    Prasad Rao, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.