Modelling the woven fabric strength using artificial neural network and Taguchi methodologies

Zeydan, MİTHAT

doi:10.1108/09556220810850487

Modelling the woven fabric strength using artificial neural network and Taguchi methodologies

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Zeydan M.

INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY, vol.20, pp.104-118, 2008 (SCI-Expanded)

Publication Type: Article / Article
Volume: 20
Publication Date: 2008
Doi Number: 10.1108/09556220810850487
Journal Name: INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY
Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Page Numbers: pp.104-118
Erciyes University Affiliated: Yes

Abstract

Purpose - Jacquard woven fabrics are widely used in various sections of upholstery industry, where mattress cover is one of them. Strength of jacquard woven mattress fabric depends on several factors. The objective of this study is to model the multi-linear relationship between fibre, yam and fabric parameters on the strength of fabric using artificial neural network (ANN) and Taguchi design of experiment (TDOE) methodologies.