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Neurofuzzy modelling of fatigue threshold behaviour in Ni-base superalloys

Neurofuzzy modelling of fatigue threshold behaviour in Ni-base superalloys
Neurofuzzy modelling of fatigue threshold behaviour in Ni-base superalloys
Neurofuzzy algorithms combine pure neural network heuristic modelling with fuzzy logic utilisation of a priori knowledge, providing data efficient and transparent analysis. Such a technique has been employed in this work to model fatigue thresholds in Ni-Base superalloys. Some success has been achieved, and the potential for this technique to become a powerful tool in alloy development has been demonstrated.
151-164
Taylor & Francis
Schooling, J.M.
1bc4491f-376d-4fb5-b6b6-204bb2448199
Brown, M.
52cf4f52-6839-4658-8cc5-ec51da626049
Reed, P.A.S.
8b79d87f-3288-4167-bcfc-c1de4b93ce17
Beynon, J.H.
Brown, M.W.
Lindley, T.C.
Smith, R.A.
Tomkins, B.
Schooling, J.M.
1bc4491f-376d-4fb5-b6b6-204bb2448199
Brown, M.
52cf4f52-6839-4658-8cc5-ec51da626049
Reed, P.A.S.
8b79d87f-3288-4167-bcfc-c1de4b93ce17
Beynon, J.H.
Brown, M.W.
Lindley, T.C.
Smith, R.A.
Tomkins, B.

Schooling, J.M., Brown, M. and Reed, P.A.S. (1999) Neurofuzzy modelling of fatigue threshold behaviour in Ni-base superalloys. In, Beynon, J.H., Brown, M.W., Lindley, T.C., Smith, R.A. and Tomkins, B. (eds.) Engineering Against Fatigue: Proceedings of an International Conference, Sheffield, 17-21 March 1997. Engineering Against Fatigue (17/03/97 - 21/03/97) Abingdon, UK. Taylor & Francis, pp. 151-164.

Record type: Book Section

Abstract

Neurofuzzy algorithms combine pure neural network heuristic modelling with fuzzy logic utilisation of a priori knowledge, providing data efficient and transparent analysis. Such a technique has been employed in this work to model fatigue thresholds in Ni-Base superalloys. Some success has been achieved, and the potential for this technique to become a powerful tool in alloy development has been demonstrated.

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More information

Published date: 1 January 1999
Additional Information: Address: Sheffield, UK
Venue - Dates: Engineering Against Fatigue, , Sheffield, United Kingdom, 1997-03-17 - 1997-03-21
Organisations: Electronics & Computer Science

Identifiers

Local EPrints ID: 250030
URI: http://eprints.soton.ac.uk/id/eprint/250030
PURE UUID: f6765d1d-a07a-4069-8bfb-a4588827656b
ORCID for P.A.S. Reed: ORCID iD orcid.org/0000-0002-2258-0347

Catalogue record

Date deposited: 04 May 1999
Last modified: 02 Feb 2024 02:33

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Contributors

Author: J.M. Schooling
Author: M. Brown
Author: P.A.S. Reed ORCID iD
Editor: J.H. Beynon
Editor: M.W. Brown
Editor: T.C. Lindley
Editor: R.A. Smith
Editor: B. Tomkins

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