T. Cool et al., THE YIELD AND ULTIMATE TENSILE-STRENGTH OF STEEL WELDS, Materials science & engineering. A, Structural materials: properties, microstructure and processing, 223(1-2), 1997, pp. 186-200
The design of welding alloys to match the ever advancing properties of
newly developed steels is not an easy task. It is traditionally attai
ned by experimental trial and error, modifying compositions and weldin
g conditions until a satisfactory result is discovered. Savings in cos
t and time might be achieved if the trial process could be minimised.
This work outlines the use of an artificial neural network to model th
e yield and ultimate tensile strengths of weld deposits from their che
mical composition, welding conditions and heat treatments. The develop
ment of the models is described, as is the confirmation of their metal
lurgical accuracy. (C) 1997 Elsevier Science S.A.