Abstract
This paper presents a mathematical model to forecast the level of residual δ ferrite in terms of FN in austenitic stainless steel welds at cooling rates between 10 °C/s up to 103 °C/s. With this aim, two series of austenitic steel specimens were prepared using an electric arc remelt furnace. Whilst the alloying level was kept constant at [Creq+Nieq] = 30 % and [Creq+Nieq] = 40 %, the Creq/Nieq ratio was gradually increased from 1.22 up to 2.00 in each series. For each alloying level, a highly correlated polynomial function (FN vs. Creq /Nieq ), was found, being Creq and Nieq Hammar and Svensson’s equivalents. These experimental results have led to the importance of [Creq +Nieq] and (Creq /Nieq ) variables in the forecast of the residual ferrite content and a general expression including both variables is proposed.
The proposed model is able to forecast the level of δ ferrite with a mean error of +1.01 FN within a deviation of +/- 2.12 FN with 95 % probability by just considering the chemical composition of the alloy. This level of error has been proved to be lower than DeLong’s and WRC-1988 diagrams errors. Moreover, the proposed model has also been compared with WRC-1992 diagram and FNN-1999 neural network and it provides a more accurate FN forecast within the range of compositions and cooling rates considered.
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Valiente Bermejo, M.A. A Mathematical Model To Predict δ- Ferrite Content In Austenitic Stainless Steel Weld Metals. Weld World 56, 48–68 (2012). https://doi.org/10.1007/BF03321381
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DOI: https://doi.org/10.1007/BF03321381