Prediction of ferrite number in stainless steel welds using Bayesian Neural Network model

Welding in the World

Volumn 51, Issue 7-8, 2007, Pages 15-28

  Vasudevan, M ^a   Bhaduri, A K ^a   Raj, B ^a  

^a INDIRA GANDHI CENTRE FOR ATOMIC RESEARCH   (India)

Author keywords

Alloying additions; Artificial intelligence; Austenitic stainless steels; Duplex stainless steels; Ferrite; Measurement; Prediction; Reference lists; Stainless steels; Steels

Indexed keywords

ALLOYING; AUSTENITIC STAINLESS STEEL; BAYESIAN NETWORKS; CONCENTRATION (PROCESS); FERRITE; MATHEMATICAL MODELS; TITANIUM; WELDS;

CONSTITUTION DIAGRAMS; DUPLEX STAINLESS STEELS; FERRITE NUMBER; REFERENCE LISTS;

NEURAL NETWORKS;

EID: 34547343569     PISSN: 00432288     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF03266582     Document Type: Article

References (39)

1. Lundin C.D., Chou C.P.D.: WRC Bulletin, 1983, 289, pp. 1-80.
2. Lundin C.D., Belong W.T., Spond D.F.: Welding Journal, 1975, 54, 8, pp. 241s-246s.
3. Kotecki D.J.: Welding Journal, 1997, 76, 1, pp. 24s-37s.
4. McCowan C.N., Siewert T.A., Olson D.L.: WRC Bulletin, 1989, 342, pp. 1-36.
5. Olson D.L.: Welding Journal, 1985, 64, 10, pp. 281s-295s.
6. Vitek J.M., David S.A.: Welding Journal, 1986, 65, 4, pp. 106s-111s.
7. Szumachowski E.R., Reid H.F.: Welding Journal, 1978, 57, 11, pp. 325s-333s.
8. Liljas M.: The Welding Metallurgy of Duplex Stainless Steels, Glasgow, TWI, 1994.
9. Gunn R.N.: Duplex Stainless Steels, Microstructure, Properties and Applications, Abington Publishing. Cambridge, England, 1997.
10. Hilkes J., Bekkers K.: Welding Journal, 1995, 74, 11, pp. 51 -54.
11. Kotecki D.J.: Welding Journal, 1986, 65,10, pp. 273s-278s.
12. Wiktorowicz R., Crouch J.: Welding and Metal Fabrication, 1994, 62, 9, pp. 379-382.
13. Lucas B.: Welding and Metal Fabrication, 1998, 66, 3, pp. 28-32.
14. Schaeffler A.: Metal Progress, 1949, 56, pp. 680-680B.
15. Delong W.T.: Welding Journal, 1974, 53, pp. 273s-286s.
16. Kotecki D.J., Siewert T.A.: Welding Journal, 1992, 71, 5, pp. 171s-178s.
17. Vitek J.M., David S.A.: Welding Journal, 1988. 67, 5, pp. 95s-102s.
18. Glownia J., Kalandyk B., Hubner K.: Materials Characterization, 2001, 47, 2, pp. 149-155.
19. Siewert T.A., McCowan C.N., Olson D.L.: Welding Journal, 1988, 67, 12, pp. 289s-298s.
20. Kotecki D.J., Siewert T.A.: Welding Journal, 1992, 71, 5, pp. 171s-178s.
21. Vitek J.M., Iskander Y.S., Oblow E.M.: Welding Journal, 2000, 79, 2, pp. 33-40.
22. Vitek J.M., Iskander Y.S., Oblow E.M.: Welding Journal, 2000, 79, 2, pp. 41-50.
23. Bhadeshia H.K.D.H.: ISIJ International, 1999, 39, 10. pp. 966-979.
24. Prasad Rao K., Rama Rao V.: Practical Metallography, 1995, 32, pp. 312-324.
25. David S.A., Vitek J.M., Hebble T.L.: Welding Journal, 1987, 66, 10, pp. 289s-300s.
26. Babu S.S., Vitek J.M., Iskander Y.S., David S.A.: Science and Technology of Welding and Joining, 1997, 2, 6, pp. 279-285.
27. Bhadeshia H.K.D.H.: ISIJ International, 1999, 39, 10, pp. 966-979.
28. Mackay D.J.C.: Mathematical Modelling of Weld Phenomena, Ed. H.Cerjak, Vol. 3, The Institute of Materials, London, 1997, pp. 359-389.
29. Lalam S.H., Bhadeshia H.K.D.H., Mackay D.J.C.: Science and Technology of Welding and Joining, 2000, 5, 3, pp. 135-147.
30. Bhadeshia H.K.D.H., Mackay D.J.C., Svensson LE.: Materials Science and Technology, 1995,11,10, pp. 1046-1051.
31. Metzbower E.A., Deloach J.J., Lalam S.H., Bhadeshia H.K.D.H.: Science and Technology of Welding and Joining, 2001, 6, 2, pp. 116-124.
32. Vasudevan M., Murugananth M., Bhaduri A.K.: Mathematical Modeling of Weld Phenomena, Eds. H. Cerjak and H.K.D.H.Bhadeshia, Vol. 6, The Institute of Materials, London, 2002, pp. 1079-1099.
33. Vasudevan M., Bhaduri A.K., Raj B., Prasad Rao K.: Journal of Materials Processing Technology, 2003, 142, pp. 20-28.
34. Vasudevan M., Murugananth M., Bhaduri A.K., Raj B., Prasad Rao K.: Science and Technology of Welding and Joining, 2004, 9, 2, pp. 109-120.
35. Lalam S.H., Bhadeshia H.K.D.H., Mackay D.A.C.: Science and Technology of Welding, 2000, 5, 3, pp. 149-160.
36. Grylls R.J.: Materials Science and Engineering, 1997, A234-236, pp. 267-270.
37. Szumachowski E.R., Kotecki D.J.: Welding Journal. 1984, 63, 5, pp. 156S-161S.
38. Wadsworth J., Woodhead J.H., Keown S.R.: Metal Science, 1976, 10, 1, 342.
39. Vasudevan M., Venkadesan S., Sivaprasad P.V.: Journal of Nuclear Materials, 1996, 231, 3, pp. 231-241