Homogenisation metamodelling of perforated plates

TL Lew, FL Scarpa, K Worden

Research output: Contribution to journalArticle (Academic Journal)peer-review

2 Citations (Scopus)

Abstract

The use of finite element (FE)-based homogenisation has improved the study of composite material properties. However, it involves enormous computational effort when implemented in engineering design problems. Therefore an artificial neural network (ANN) surrogate model is proposed here to avoid this issue. In this study, a numerical homogenisation code was developed based on a commercial FE package. It is used to develop the ANN metamodel for an individual composite structure. The effectiveness of the metamodel was examined through an analytical optimisation procedure.
Translated title of the contributionHomogenisation metamodelling of perforated plates
Original languageEnglish
Pages (from-to)103 - 112
Number of pages7
JournalStrain
Volume40(3)
DOIs
Publication statusPublished - Aug 2004

Bibliographical note

Publisher: Blackwell Publishing Ltd

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