Modelling the woven fabric strength using artificial neural network and Taguchi methodologies
INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY, vol.20, pp.104-118, 2008 (SCI-Expanded, Scopus)
- 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
- Open Archive Collection: AVESIS Open Access Collection
- Erciyes University Affiliated: No
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.