Application of discriminant analysis to parameters describing the drape for two types of woven fabrics

IF 1.5 4区工程技术 Q2 MATERIALS SCIENCE, TEXTILES

Journal of the Textile Institute Pub Date : 2016-06-02 DOI:10.1080/00405000.2015.1061784

X. Capdevila, E. Carrera-Gallissà

引用次数: 2

Abstract

A total of 33 commercial drapery and lining fabrics were used to determine the drape indicators drape ratio and R-factor. The slope of a plot of one indicator against the other was found not to afford complete characterization of drape shape for fabrics of different commercial use. In this work, further six parameters describing the drape, proposed by the authors to discriminate drape shapes were also calculated. Discriminant analysis of the data revealed that a linear combination of various parameters allowed two types of woven fabrics (viz. drapery and linen) to be distinguished. The discriminant function used accurately classified 75.76% of the fabrics studied.

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判别分析在描述两类机织物悬垂度参数中的应用

选取33种市售布和衬里织物，测定其悬垂指标、悬垂比和r因子。发现一个指标相对于另一个指标的斜率不能完全表征不同商业用途织物的悬垂形状。在这项工作中，还计算了作者提出的用于区分褶皱形状的六个描述褶皱的参数。对数据的判别分析表明，各种参数的线性组合可以区分两种机织物(即帷幔和亚麻)。所使用的判别函数对75.76%的织物进行了准确分类。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of the Textile Institute 工程技术-材料科学：纺织

CiteScore

4.20

自引率

5.90%

发文量

149

审稿时长

1.0 months

期刊介绍： The Journal of The Textile Institute welcomes papers concerning research and innovation, reflecting the professional interests of the Textile Institute in science, engineering, economics, management and design related to the textile industry and the use of fibres in consumer and engineering applications. Papers may encompass anything in the range of textile activities, from fibre production through textile processes and machines, to the design, marketing and use of products. Papers may also report fundamental theoretical or experimental investigations, including materials science topics in nanotechnology and smart materials, practical or commercial industrial studies and may relate to technical, economic, aesthetic, social or historical aspects of textiles and the textile industry. All published research articles in The Journal of The Textile Institute have undergone rigorous peer review, based on initial editor screening and anonymized refereeing by two expert referees.