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Data Library MAP_DATA_ADI_RETAINED-AUSTENITE

  1. Provenance of code.
  2. Purpose of code.
  3. Description of subroutine's operation.
  4. References.
  5. Any additional information.
  6. Keywords.
  7. Download source code.
  8. Links.

Provenance of Source Code

Miguel Angel Yescas,
Phase Transformations Group,
Department of Materials Science and Metallurgy,
University of Cambridge,
Cambridge, U.K.

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Purpose

The dataset contains 1910 X-ray diffraction measurements of retained austenite in austempered ductile cast iron (ADI) for a large number of cast iron compositions and heat treatments. Some of these data were used to create the model MAP_NEURAL_ADI_RETAINED-AUSTENITE.

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Description

The file ADI-RET.tar contains :- The file ADI contains 12 columns as follows :-

Column 1 Carbon / wt%

Column 2 Silicon / wt%

Column 3 Manganese / wt%

Column 4 Molybdenum / wt%

Column 5 Niquel / wt%

Column 6 Copper / wt%

Column 7 Austenitising temperature / °C

Column 8 Austenitising time / min

Column 9 Austempering temperature / °C

Column 10 Austempering time / min

Column 11 Retained austenite / Volume fraction in %

Column 12 is the reference

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References

  1. S. E. Stenfors, J. Storesun and R. Sandstrom, 2nd International Conference on Austempered Ductile Iron, University of Michigan} (1986) 227-236. .
  2. K. B. Rundman, D. J. Moore, K. L. Hayrynen, W. J. Dubensky and T. N. Rouns, J. Heat Treating 5 No.2 (1988) 79-95.
  3. N. Varahraam, O. Yanagisawa, Cast. Met. 3 No.3 (1990) 129-139.
  4. M. Grech and J. M. Young, Cast. Met. 3 (1990) 98-103.
  5. W. S. Zhou, Q. D. Zhou and S. K. Meng, Cast. Met. 6 No.2 (1993) 69-75.
  6. M. N. Ahmadabadi, Cast. Met. 5 No.2 (1992) 62-72.
  7. J. M. Prado, A. Pujol, J. Cullell and J. Tartera, Mater. Sci. Technol. 11 (1995), 294-298.
  8. G. J. Cox, Br. Foundryman, June (1986) 215-219.
  9. T. Takahashi, T. Abe, and S. Tada, Metall. Mater. Trans. A 27A (1996) 1589-1598.
  10. N. Darawish and R. Elliott, Mater. Sci. Technol. 9 (1993) 572-585.
  11. W. J. Dubensky, K. B. Rundman, AFS Trans. (1985) 389-394.
  12. J. Aranzabal, I. Gutierrez, and J. J. Urcola, Mater. Sci. Technol. 10 (1994) 728-737.
  13. M. M. Shea, E. F. Ryntz, AFS Trans. (1986) 683-688.
  14. D. J. Moore, T. N. Rouns and K. B. Rundman, AFS Trans. 94 (1986) 255-264.
  15. D. J. Moore, T. N. Rouns and K. B. Rundman AFS Trans. 93 (1985) 705-718.
  16. T. N. Rouns, K. B. Rundman and D. M. Moore AFS Trans. 92 (1984) 815-840.
  17. T. N. Rouns and K. B. Rundman, AFS Trans. 95 (1987) 851-874.
  18. E. Dorazil, T. Podrabsky, J. Svejcar, AFS Trans. 98 (1990) 765-774.
  19. M. Grech and J. M. Young, AFS Trans. 98 (1990) 345-353.
  20. G. Nadkarni, A. H. Behravesh, R. D. Warda, K. G. Davis and M. Sahoo, AFS Trans. 103 (1995) 93-101.
  21. S. Yazadani and R. Elliott, Mater. Sci. Technol. 15 (1999) 531-540.
  22. H. Bayati, R. Elliott and G. W. Lorimer, Mater. Sci. Technol. 11 (1995) 776-786.
  23. R. Boschen, H. Vetters, P. Mayr and P. L. Ryder, Practical Metall. (1988) 524-531.
  24. C. T. Chen, and T. S. Lei, Int. J. Cast Met. Res. 10 (1997) 117-123.
  25. H. Bayati and R. Elliott, Mater. Sci. Technol. 11 (1995) 118-129.
  26. N. Darawish and R. Elliott, Mater. Sci. Technol. 9 (1993) 586-602.
  27. M. Gagne, and P. A. Fallon, Can. Metall. Q., 25 No.1 (1986) 79-90.
  28. A. S. Hamid and R. Elliott, Mater. Sci. Technol. 12 (1996) 1021-1031.
  29. R. Kazerooni, A. Nazarboland and R. Elliott, Mater. Sci. Technol. 13 (1997), 1007-1015.
  30. T. Kobayashi, and H. Yamamoto, Metall. Trans. A 19A (1988) 319-327.
  31. C. K. Lin, and J. Y. Wei, Mater. Trans. JIM 38 No.8 (1997) 682-691.
  32. A. Owhadi, J. Hedjazi and P. Davami, Mater. Sci. Technol. 14 (1998) 245-250.
  33. S. K. Putatunda and P. K. Gadicherla, Mater. Sci. Eng. A286 (1999) 15-31.
  34. P. Prasad and S. K. Putatunda, Metall. Mat. Trans. A 28A (1997) 1457-1470.
  35. P. Prasad and S. K. Putatunda, Metall. Mat. Trans. A 29A (1998) 3005-3016.
  36. I. Schmid and A. Schuchert, Z. Metallkde 78 (1987) 871-875.
  37. S. M. Shah and J. D. Verhoeven, Wear 113 (1986) 267-278.
  38. P. Shanmugam, P. Prasad, K. U. Rajendra and N. Venkataraman, J. Mater. Sci. 29 (1994) 4933-4940.
  39. A. Trudel and M. Gagne, Metallurgical Quarterly 36 No.5 (1998) 289-298.
  40. T. S. Shih and Z. C. Yang, Int. J. Cast. Met. Res. 10 (1998) 335-344.
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Further Comments

The database was used to create a neural network model to predict retained austenite in ADI as a function of chemical composition and heat treatment conditions. The model was published at Materials Science and Engineering A, May 2001 Vol. 311/1-2, pp 162-173.

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Keywords

Retained austenite, Austempered, Bainite, Ductile iron, Neural networks

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Download data

Download data library

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MAP originated from a joint project of the National Physical Laboratory and the University of Cambridge.
MAP Website administration / map@msm.cam.ac.uk

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