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

Atıf İçin Kopyala

Zeydan M.

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

Yayın Türü: Makale / Tam Makale
Cilt numarası: 20
Basım Tarihi: 2008
Doi Numarası: 10.1108/09556220810850487
Dergi Adı: INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Sayfa Sayıları: ss.104-118
Erciyes Üniversitesi Adresli: Evet

Özet

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.