4.1 Article

EMPIRICAL FORMULAE FOR THE CALCULATION OF AUSTENITE SUPERCOOLED TRANSFORMATION TEMPERATURES

Journal

ARCHIVES OF METALLURGY AND MATERIALS
Volume 60, Issue 1, Pages 181-185

Publisher

POLSKA AKAD NAUK, POLISH ACAD SCIENCES, INST METALL & MATER SCI PAS
DOI: 10.1515/amm-2015-0029

Keywords

CCT diagram; modeling; heat treatment; steel

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The paper presents empirical formulae for the calculation of austenite supercooled transformation temperatures, basing on the chemical composition, austenitising temperature and cooling rate. The multiple regression method was used. Four equations were established allowing to calculate temperature of the start area of ferrite, perlite, bainite and martensite at the given cooling rate. The calculation results obtained do not allow to determine the cooling rate range of ferritic, pearlitic, bainitic and martensite transformations. Classifiers based on logistic regression or neural network were established to solve this problem.

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