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Simultaneous Optimization of Woven Fabric Properties Using Principal Component Analysis

التفاصيل البيبلوغرافية
العنوان: Simultaneous Optimization of Woven Fabric Properties Using Principal Component Analysis
المؤلفون: Muhammad Umair, Khubab Shaker, Naseer Ahmad, Muzzamal Hussain, Madeha Jabbar, Yasir Nawab
المصدر: Journal of Natural Fibers, Vol 14, Iss 6, Pp 846-857 (2017)
بيانات النشر: Taylor & Francis Group, 2017.
سنة النشر: 2017
المجموعة: LCC:Science
LCC:Textile bleaching, dyeing, printing, etc.
مصطلحات موضوعية: bending modulus, flexural rigidity, optimization, principal component analysis, weave design, yarn twist, Science, Textile bleaching, dyeing, printing, etc., TP890-933
الوصف: The yarn structure and fabric interlacing pattern are determining parameters for fabric properties. The current study focusses on the multi-response optimization of certain fabric properties like shrinkage, areal density, thickness, flexural rigidity, and bending modulus using principal component analysis for optimum properties. Yarn twist (four different levels), fabric weave design (plain and twill), and yarn type (carded and combed) were the variables of the study. The Taguchi approach of the orthogonal array was sued for designing the experiments, and eight different samples were produced. The yarn twist and fabric weave design were found to have significant effect on these properties of the fabric. Furthermore, using analysis of the variance method, contribution% of parameters to these properties was determined.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1544-0478
1544-046X
15440478
Relation: https://doaj.org/toc/1544-0478; https://doaj.org/toc/1544-046X
DOI: 10.1080/15440478.2017.1279994
URL الوصول: https://doaj.org/article/d1bf8c928aad43e99b3b288ef40c30ea
رقم الأكسشن: edsdoj.1bf8c928aad43e99b3b288ef40c30ea
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:15440478
1544046X
DOI:10.1080/15440478.2017.1279994