Materials Algorithms Project
Program Library

Data Library MAP_DATA_THERMAL10

Provenance of code.
Purpose of code.
Description of subroutine's operation.
References.
Any additional information.
Keywords.
Download source code.
Links.

Provenance of Source Code

Hala Salman Hasan and Mathew Peet,
Phase Transformations Group,
Department of Materials Science and Metallurgy,
University of Cambridge,
Cambridge, U.K.

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Purpose

Provides data on thermal conductivity in steel. The authors used the data to create a neural network model of the thermal conductivity in steel.

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Description

The TAR file database.tar.gz contains three data files. These are present as the worksheets in the spreadsheet versions.

TC10.csv data simplified for presentation to the training software.
TC10-full.csv all the data collected before training our neural network (data from References listed below).
TC10data.xls the two above databases as sheets in an excel datasheet.

Description of TC10.csv

Column 1 - 15: "C","Mn","Ni","Mo","V","Cr","Cu","Al","Nb","Si","W","Ti","Co","P","S"; Elements in weight percent: Carbon, Manganese, Nickel, Molybdenum, Vanadium, Chromium, Copper, Aluminium, Niobium, Silicon, Tungsten, Titanium, Cobalt, Phosphorous and Sulphur.
Column 16: "TC"; Temperature in Celcius.
Column 17: K; Thermal conductivity in Wm^-1K^-1
Column 18: "Label"; Line Label - depending on alloy, e.g. Pure_01, Pure_02, Steel001_01

Description of TC10-full.csv
1--22 Fe(wt%)

Column 1: "Fe(wt%)"; Amount of Iron in weight percent - usually indicated to be balance.
Column 2 - 21: C(wt%), Mn(wt%), Ni(wt%), Mo(wt%), V(wt%), Cr(wt%), Cu(wt%), Al(wt%), Nb(wt%), Si(wt%), W(wt%), B(wt%), Ti(wt%), Co(wt%), P(wt%), S(wt%), N(wt%), As(wt%), Zr(wt%), Pb(wt%), Se(wt%); Elements Carbon, Manganese, Nickel, Molybdenum, Vanadium, Chromium, Copper, Aluminium, Niobium, Silicon, Tungsten, Boron, Titanium, Cobalt, Phosphorous, Sulphur, Nitrogen, Zironcium, Lead, Selenium in weight percent.
Column 22: "T(C)"; Temperature in Celcius.
Column 23: "ThermalConductivity(W/m/K)",; Thermal conductivity in Wm^-1K^-1
Column 24: "label",; Line Label - depending on alloy, e.g. pure_01, pure_02, Steel_01
Column 25, 26: "Condition", "Note"; Additional information describing each line in the database
Column 27: "References"; Information about the source of the data

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References

Smithall metals Reference Book Ed: W.F. Gale, T.C. Totmeier Eight Edition Publisher Elsevier/ASM 2004.
P. Kardititas, M-J Baptiste, Thermal and structural properties of fusion related Materials, https://www-ferp.ucsd.edu/LIB/PROPS/PANOS/ss.html.
MATWEB, Material property Data, https://www.matweb.com/.
J.P.Holman, Heat Transfer, 8th Edition 1997 McGraw-Hill Companies.
BSIRA , Physical Constants of Some commercial steels at Elevated Temperatures, London, 1953.
ASM Reference Book
MATWEB-THE ONLINE MATERIAL INFORMATION, http://www.matweb.com/search/QuickText.aspx
Metals hand book, tenth edition , Vol 1, ASM International p.195-198 (1999).
METSO alloy datasheet
UDDEHOLM alloy datasheet
Metal. Ravne alloy datasheet for x40CrMoV5-1
R. W. Powell, D.Sc., F. INST. P., ASSISTED BY M. J. HICKMAN, Journal of the iron and steel institute, 154 (1946).
F. Richer, Die wichtigsten physikalischen Eigenschaften von 52 Eisenwerkstoffen, Stahleisen-Sonderberichte, 1973, 8.
http://www.dsmstaralloys.com/sandvik.htm
http://www.efunda.com/home.cfm
http://www.bucorp.com