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一种使用计算机图像分析评估平纹织物结构中组织循环内和组织循环间均匀性的新方法。

A New Method for Evaluating the Homogeneity within and between Weave Repeats in Plain Fabric Structures Using Computer Image Analysis.

作者信息

Owczarek Magdalena

机构信息

Faculty of Material Technologies and Textile Design, Institute of Architecture of Textiles, Lodz University of Technology, 90-924 Lodz, Poland.

出版信息

Materials (Basel). 2024 Jul 1;17(13):3229. doi: 10.3390/ma17133229.

Abstract

This article introduces a novel, rapid, and non-destructive method for assessing homogeneity within and between weave repeats in fabric structures, termed intra-repeat (IAR) and inter-repeat (IER) evaluation. The method focuses on structural parameters, including inter-thread pores (ITPs) and warp and weft pitches, using computer image analysis. Each parameter is assigned to a module in the repeat weave pattern, facilitating the sorting of modules in the IAR and IER fabric structure arrangement. The method was verified using artificial images and 30 real plain fabrics with varying degrees of warp grouping, employing the author's proprietary software, MagFABRIC version 2.1The general measurable coefficients of intra- and inter-homogeneity were defined and related to the airflow measurements of these fabrics. Multiple regression models of airflow revealed strong dependencies, particularly for F = 10, with the size, shape, and position of ITPs and warp and weft pitches showing significant correlation. These findings underscore the importance of the new homogeneity parameters in textile structure analysis, including both IAR and IER woven fabric structure homogeneity parameters. The research aims to model specialized fabrics (e.g., barrier, filtration, composite fabrics) to address local changes in fabric structure affecting properties such as filtration efficiency, air permeability, and mechanical properties, especially in applications like composites or medical implants.

摘要

本文介绍了一种新颖、快速且无损的方法,用于评估织物结构中重复单元内部和之间的均匀性,称为重复单元内(IAR)和重复单元间(IER)评估。该方法利用计算机图像分析,聚焦于结构参数,包括线间孔隙(ITP)以及经纱和纬纱间距。每个参数都被指定到重复编织图案中的一个模块,便于在IAR和IER织物结构排列中对模块进行分类。使用作者的专有软件MagFABRIC版本2.1,通过人工图像和30种具有不同程度经纱分组的真实平纹织物对该方法进行了验证。定义了内部和相互均匀性的一般可测量系数,并将其与这些织物的气流测量结果相关联。气流的多元回归模型显示出很强的相关性,特别是对于F = 10的情况,ITP的尺寸、形状和位置以及经纱和纬纱间距显示出显著的相关性。这些发现强调了新的均匀性参数在纺织结构分析中的重要性,包括IAR和IER机织织物结构均匀性参数。该研究旨在对特殊织物(如阻隔、过滤、复合织物)进行建模,以解决影响过滤效率、透气性和机械性能等性能的织物结构局部变化问题,特别是在复合材料或医疗植入物等应用中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd67/11242426/f0ad04ae2188/materials-17-03229-g001.jpg

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