Discovery of new materials and heat treatments: accelerated metallurgy and the case of ferrous and magnesium alloys
Discovery of new materials and heat treatments: accelerated metallurgy and the case of ferrous and magnesium alloys
Traditionally, the discovery of new materials has been the result of a trial and error process. This has resulted in an extremely time-consuming and expensive process. Models for guiding the discovery of new materials have been developed within the European Accelerated Metallurgy project. The application of statistical techniques to large materials datasets has lead to the discovery of unexpected regularities among their properties. This work focuses on mechanical properties. In particular, the interplay between yield strength, ultimate tensile strength and elongation. A methodology based on principal component analysis, and Kocks-Mecking modelling has led to a tool for finding optimal compositional and heat treatment scenarios. The model is first presented for wide ranges of alloys, and the application to the discovery of new magnesium and ferrous alloys is outlined.
Alloy design, Ferrous alloys, Magnesium alloys, Prinicpal component analysis, Property prediction, Thermostatistical model
2188-2193
Toda-Caraballo, I.
104b4ea9-5418-46cc-a90f-db65f449a1fb
Galindo-Nava, E. I.
55a2bf00-0903-414e-8ab6-e26d143a9af3
Rivera-Díaz-del-Castillo, P. E.J.
6e0abc1c-2aee-4a18-badc-bac28e7831e2
May 2014
Toda-Caraballo, I.
104b4ea9-5418-46cc-a90f-db65f449a1fb
Galindo-Nava, E. I.
55a2bf00-0903-414e-8ab6-e26d143a9af3
Rivera-Díaz-del-Castillo, P. E.J.
6e0abc1c-2aee-4a18-badc-bac28e7831e2
Toda-Caraballo, I., Galindo-Nava, E. I. and Rivera-Díaz-del-Castillo, P. E.J.
(2014)
Discovery of new materials and heat treatments: accelerated metallurgy and the case of ferrous and magnesium alloys.
Mishra, B., Ionescu, Mihail. and Chandra, T.
(eds.)
In THERMEC 2013.
vol. 783-786,
Trans Tech Publications.
.
(doi:10.4028/www.scientific.net/msf.783-786.2188).
Record type:
Conference or Workshop Item
(Paper)
Abstract
Traditionally, the discovery of new materials has been the result of a trial and error process. This has resulted in an extremely time-consuming and expensive process. Models for guiding the discovery of new materials have been developed within the European Accelerated Metallurgy project. The application of statistical techniques to large materials datasets has lead to the discovery of unexpected regularities among their properties. This work focuses on mechanical properties. In particular, the interplay between yield strength, ultimate tensile strength and elongation. A methodology based on principal component analysis, and Kocks-Mecking modelling has led to a tool for finding optimal compositional and heat treatment scenarios. The model is first presented for wide ranges of alloys, and the application to the discovery of new magnesium and ferrous alloys is outlined.
This record has no associated files available for download.
More information
Published date: May 2014
Venue - Dates:
8th International Conference on Processing and Manufacturing of Advanced Materials, THERMEC 2013, , Las Vegas, NV, United States, 2013-12-02 - 2013-12-06
Keywords:
Alloy design, Ferrous alloys, Magnesium alloys, Prinicpal component analysis, Property prediction, Thermostatistical model
Identifiers
Local EPrints ID: 492540
URI: http://eprints.soton.ac.uk/id/eprint/492540
ISSN: 0255-5476
PURE UUID: ccf2969f-bfc8-4abd-936c-14a256a76b0c
Catalogue record
Date deposited: 31 Jul 2024 16:47
Last modified: 01 Aug 2024 02:07
Export record
Altmetrics
Contributors
Author:
I. Toda-Caraballo
Author:
E. I. Galindo-Nava
Author:
P. E.J. Rivera-Díaz-del-Castillo
Editor:
B. Mishra
Editor:
Mihail. Ionescu
Editor:
T. Chandra
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics