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Metallurgical and Materials Transactions B
Published in: Metallurgical and Materials Transactions B 1/2021

04-11-2020

Statistical Modeling for Prediction of CCT Diagrams of Steels Involving Interaction of Alloying Elements

Authors: Henry Martin, Peter Amoako-Yirenkyi, Aarne Pohjonen, Nana K. Frempong, Jukka Komi, Mahesh Somani

Published in: Metallurgical and Materials Transactions B | Issue 1/2021

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Abstract

The interaction of different alloying elements has a significant impact on the mechanical and microstructural properties of steel products due to the thermodynamic and kinetic effect. This article presents a statistically developed and validated model for austenite decomposition during cooling, based on a set of experimental continuous cooling transformation diagrams available in literature. In the model, two-way interactions of the alloying elements are included as add-on terms, and the procedure for the analysis ensures there is no overfitting. The model can be used to predict phase transformation temperatures and critical cooling rates for the formation of polygonal ferrite, bainite or martensite for the production of steel.
previous article Toward a Strong-Sense Validation Benchmark Database for Numerical Ladle Flow Models
next article Aluminum-Titanium Complex Deoxidation Equilibria in Fe-Cr-Al-Ti-O Melts

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Metadata
Title
Statistical Modeling for Prediction of CCT Diagrams of Steels Involving Interaction of Alloying Elements
Authors
Henry Martin
Peter Amoako-Yirenkyi
Aarne Pohjonen
Nana K. Frempong
Jukka Komi
Mahesh Somani
Publication date
04-11-2020
Publisher
Springer US
Published in
Metallurgical and Materials Transactions B / Issue 1/2021
Print ISSN: 1073-5615
Electronic ISSN: 1543-1916
DOI
https://doi.org/10.1007/s11663-020-01991-w

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