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Combinatorial optimization of carbide-free bainitic nanostructures

Combinatorial optimization of carbide-free bainitic nanostructures
Combinatorial optimization of carbide-free bainitic nanostructures

Thermodynamic calculations in combination with a neural network model are employed to predict the conditions under which nanostructured carbide-free bainite can be formed. The method recovers well the conditions under which the alloys reported in the literature display such features. Aluminium and silicon are shown to be equally effective in suppressing cementite. Manganese reduction appears to be the most effective means to accelerate bainite formation at low temperatures. A new low-manganese high-chromium steel grade capable of transforming into a nanostructured carbide-free structure is proposed, in which thermokinetic calculation and experiment show that low-temperature bainite forms faster and displays greater hardness than the alloys previously reported in the literature.

Bainitic steels, Carbide, Nanostructured materials, Phase transformations
1359-6454
1639-1647
Huang, H.
9b17bb90-60e8-4790-98d5-62ec5bce96c3
Sherif, M.Y.
0fc86657-ae50-4241-ab5d-e709cd53e4ed
Rivera-Díaz-Del-Castillo, P.E.J.
6e0abc1c-2aee-4a18-badc-bac28e7831e2
Huang, H.
9b17bb90-60e8-4790-98d5-62ec5bce96c3
Sherif, M.Y.
0fc86657-ae50-4241-ab5d-e709cd53e4ed
Rivera-Díaz-Del-Castillo, P.E.J.
6e0abc1c-2aee-4a18-badc-bac28e7831e2

Huang, H., Sherif, M.Y. and Rivera-Díaz-Del-Castillo, P.E.J. (2013) Combinatorial optimization of carbide-free bainitic nanostructures. Acta Materialia, 61 (5), 1639-1647. (doi:10.1016/j.actamat.2012.11.040).

Record type: Article

Abstract

Thermodynamic calculations in combination with a neural network model are employed to predict the conditions under which nanostructured carbide-free bainite can be formed. The method recovers well the conditions under which the alloys reported in the literature display such features. Aluminium and silicon are shown to be equally effective in suppressing cementite. Manganese reduction appears to be the most effective means to accelerate bainite formation at low temperatures. A new low-manganese high-chromium steel grade capable of transforming into a nanostructured carbide-free structure is proposed, in which thermokinetic calculation and experiment show that low-temperature bainite forms faster and displays greater hardness than the alloys previously reported in the literature.

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More information

Accepted/In Press date: 21 November 2012
e-pub ahead of print date: 20 December 2012
Published date: March 2013
Keywords: Bainitic steels, Carbide, Nanostructured materials, Phase transformations

Identifiers

Local EPrints ID: 492472
URI: http://eprints.soton.ac.uk/id/eprint/492472
ISSN: 1359-6454
PURE UUID: 6f91b064-6c97-45ff-a56d-411f879df285
ORCID for P.E.J. Rivera-Díaz-Del-Castillo: ORCID iD orcid.org/0000-0002-0419-8347

Catalogue record

Date deposited: 29 Jul 2024 16:58
Last modified: 30 Jul 2024 02:06

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Contributors

Author: H. Huang
Author: M.Y. Sherif
Author: P.E.J. Rivera-Díaz-Del-Castillo ORCID iD

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