Neural network analysis of impact properties of flux cored arc weld metals for structural steels

Science and Technology of Welding and Joining

Volumn 8, Issue 3, 2003, Pages 205-212

  Tsuei, H ^c   Dunne, D ^a   Li, H ^b  

^a UNIVERSITY OF WOLLONGONG   (Australia)

^b AUSTRALIAN NUCLEAR SCIENCE AND TECHNOLOGY ORGANISATION   (Australia)

^c NONE

Author keywords

[No Author keywords available]

Indexed keywords

BRITTLE FRACTURE; COMPOSITION; FRACTURE TOUGHNESS; HARDNESS; MICROSTRUCTURE; NEURAL NETWORKS; SENSITIVITY ANALYSIS; STEEL;

NON-METALLIC INCLUSIONS;

FLUX CORE WIRE WELDING;

EID: 0041562764     PISSN: 13621718     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (32)

1. H. K. D. H. BHADESHIA and L.-E. SVENSSON: in 'Mathematical modelling of weld phenomena 1', (ed. H. Cerjak and K. E. Easterling), 109-180; 1993, London, The Institute of Materials.
2. B. BUCHMAYR: in 'Mathematical modelling of weld phenomena 2', (ed. H. Cerjak and H. K. D. H. Bhadeshia), 265-277; 1995, London, The Institute of Materials.
3. J. M. ZURADA: 'Introduction to artificial neural systems'; 1992, St Paul, MN, West Publishing Company.
4. I. ALEKSANDER and H. MORTON: in 'An introduction to neural computing', 134-149; 1995, London, International Thomson Computer Press (ITP).
5. R. ROJAS: 'Neural networks: a system introduction'; 1996, Berlin, Springer.
6. R. HECHT-NIELSEN: 'Neural computing'; 1990, Boston, MA, Addison-Wesley.
7. B. WIDROW, R. WINTER and D. NGUYEN: in 'Artificial neural networks: concepts and theory', (ed. P. Mehra and B. W. Wah), 217-244; 1988, Los Alamitos, CA, IEEE Computer Society Press.
8. T. COOL, H. K. D. H. BHADESHIA and D. J. C. MACKAY: in 'Mathematical modelling of weld phenomena 3', (ed. H. Cerjak and H. K. D. H. Bhadeshia), 403-442; 1997, London, The Institute of Materials.
9. L. X. KONG, P. D. HODGSON and D. C. COLLINSON: ISIJ Int., 1998, 38, (10), 1121-1129.
10. H. K. D. H. BHADESHIA, D. J. C. MACKAY and L.-E. SVENSSON: Mater. Sci. Technol., 1995, 11, (10), 1046.
11. D. DUNNE, H. TSUEI and H. LI: Sci. Technol. Weld. Joining, 2003, 8, (2), 000-000.
12. H. TSUEI, D. DUNNE and H. LI: Sci. Technol. Weld. Joining, 2003, 8, (2), 000-000.
13. Y. L. CUN: in 'Artificial neural networks: concepts and theory', (ed. P. Mehra and B. W. Wah), 331-338; 1988, Los Alamitos, CA, IEEE Computer Society Press.
14. D. E. RUMELHART and J. L. MCCLELLAND: 'Parallel distributed processing: explorations in the microstructure of cognition', Vol. 1, 'Foundations'; 1986, Cambridge, MA, MIT Press.
15. 'Using NeuralWorks', Neural Ware Inc., Carnegie, PA, 1996.
16. G. M. EVANS: IIW Doc. II-A-432-77, Oerlikon-Schweißmitt. (1978) 36/82, s4-s19.
17. S. R. YEOMANS: 'Welding in structural engineering steels and aluminium alloys', School of Civil Engineering, University College, UNSW, Canberra, ACT, Australia, 1994.
18. G. F. COMSTOCK: 'Titanium in iron and steel'; 1955, New York, John Wiley and Sons.
19. G. M. EVANS: Weld. J. January 1991, 32s; Oerlikon-Schweißmitt. 1990, 49, 18-19.
20. G. M. EVANS: Weld. J. January 1991, 32s; Oerlikon-Schweißmitt. 1990, 49, 18-19.
21. S. LATHABAI and D. R. STOUT: Weld. J., 1985, 64, (11), 303s-313s.
22. T. KOSEKI, S. OHKITA and N. YURIOKA: Sci. Technol. Weld. Joining, 1997, 2, (2), 65-69.
23. Y. HORII, S. OKITA, M. WAKABAYASHI and N. NAMURA: Proc. Int. Conf. on 'Trends in welding research', 1-5; 1986, Metals Park, OH, ASM.
24. I. FRENCH: Aust. Weld. J., 1998, 43, (4), 27-29.
25. W. BURGET and L. G. BLAUEL: Proc. Int. Conf. on 'Weld failures', 501-510; 1988, Abington, Cambs., The Welding Institute.
26. J. H. CHEN, T. D. XIA and C. YAN: Weld. J., 1993, 72, 19s-27s.
27. Ø. GRONG and O. M. AKSELSEN: Met. Constr., 1986, 18, 557-562.
28. M. A. MUNNING SCHMIDT-VAN DERR BURG, S. HOEKSTRA and G. DEN OUDEN: Weld. J., 1985, 64, (3), 63s.
29. L. SVENSSON and B. GRETOFT: Weld. J., 1990, 69, (12), 454s.
30. S. LIU and D. L. OLSON: Weld. J., 1986, 65, (6), 139s-150s.
31. J. H. TWEED and J. F. KNOTT: Acta Metall., 1987, 35, 1401-1414.
32. S. H. CALAM, H. K. D. H. BHADESHIA and D. J. C. MACKAY: Aust. Weld. J., 2000, 45, (1), 33-37.