1. Modelación empírica de propiedades termofísicas de aceros inoxidables austeníticos.
- Author
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Roque-Villalonga, Gabriel, Camaraza-Medina, Yanán, García-Morales, Osvaldo F., Retirado-Mediaceja, Yoalbys, and Rubio-Gonzalez, Angel M.
- Subjects
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AUSTENITIC stainless steel , *THERMOPHYSICAL properties , *THERMAL engineering , *THERMAL conductivity , *MACHINE learning , *STAINLESS steel , *THERMAL diffusivity , *SPECIFIC heat - Abstract
The prediction of steel thermophysical properties are special interest for thermal engineering applications. This work aims to obtaining a method for predicting the temperature influence and composition on the variation on the austenitic stainless steels thermophysical properties. Applying the Flash Laser method, 3 255 experimental samples for rolled and annealed AISI steels (301, 302, 304, 310 and 316) was obtained, which summarize the variation of thermal conductivity, specific heat, diffusivity and density, for known compositions (in mass percent) of C, Mn, P, S, Si, Ni, Cr, Mo, V, in a temperature range from 0 to 800?. By means machine learning techniques, the available experimental data were generalized, developing a correlation that fits the experiments validity range, with a deviation of 25% for the 90% of the available experimental data. In all cases, the agreement for the proposed model is good enough to be considered satisfactory for practical design. [ABSTRACT FROM AUTHOR]
- Published
- 2023