棉纺织技术2018，Vol.46Issue(5)：13-17,5.
基于主成分分析的牛仔织物风格特征评价
Style Property Evaluation of Denim Fabric Based on Principal Component Analysis
蒋志青 1马延涛 2马建伟 1刘晶 1陈韶娟1
作者信息
- 1. 青岛大学,山东青岛,266071
- 2. 山东如意澳泰纺织有限公司,山东德州,251500
- 折叠
摘要
Abstract
The relationship between the properties of denim fabric under low-load with fabric style was discussed. Sixteen property indexes of six denim fabrics under low-load were tested by KES-F fabric style instrument. The data obtained were analyzed by the principle component analysis function in SPSS software. The main component affecting the style of denim fabric was extracted to evaluate the basic style of denim fabric. The test results show that four main components including stiffness, smoothness, form-keeping degree and richness can be extracted with principle component analysis. They can cover 96. 556％ of the sixteen original indexes. The fabric style can be fully described to a great extent. It is considered that the comprehensive style ranking obtained can be used as the guidance for the production and customer purchase choice of denim fabric.关键词
牛仔织物/织物风格/KES-F风格仪/主成分分析/成分矩阵Key words
Denim Fabric/Fabric Style/KES-F Style Instrument/Principal Component Analysis/Component Matrix分类
轻工纺织引用本文复制引用
蒋志青,马延涛,马建伟,刘晶,陈韶娟..基于主成分分析的牛仔织物风格特征评价[J].棉纺织技术,2018,46(5):13-17,5.
