用图像分析评价纤维增强复合材料中纤维的分散状态

Q4 Materials Science Journal of Textile Engineering Pub Date : 2019-10-15 DOI:10.4188/jte.65.79
M. Terada, M. Ichiki, Shogo Izawa, A. Yamanaka, Daisuke Shimamoto, Y. Hotta
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引用次数: 0

摘要

纤维增强复合材料中纤维的分散状态是决定其力学性能的重要因素之一。在本研究中,我们试图通过图像分析来评估色散状态。为了表示色散状态,采用了色散度(D (n))。对于D (n)的计算,制备一个两侧为2n像素的样本图像,并将其网格划分为段。在这里,网格大小可以是2i (i =3,4,…,N -1)像素。阈值化后,从样本图像中提取目标区域,并求出每一段的面积比。分散程度被定义为面积比之间的变异系数。将该方法应用于碳纤维增强复合材料(CFRP)的两种不同截面图像。其中一颗显示出大理石状结构,比另一颗更不均匀。导出的D (n)反映了样品图像中纤维的色散状态。大理岩样图像的D (n)值在所有网格尺寸下均高于较均匀的图像。此外,D (n)与n之间的关系表明了样本图像中聚集体的大小。因此,D (n)将是通过比较样本图像和参考图像来评估色散状态的有用参数。
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Evaluation of Dispersion State of Fibers in Fiber Reinforced Composites by Image Analysis
Dispersion state of fibers in fiber reinforced composites is one of the important factors dominating mechanical properties of them. In this study, we attempt to evaluate the dispersion state via an image analysis. In order to express the dispersion state the degree of dispersion ( D ( n )) was employed. For the calculation of D ( n ), a sample image which both sides were 2 N pixel is prepared and divided by grids into segments. Herein, grid size can be 2 i ( i =3,4,…, N -1) pixel. After thresholding, the target area is extracted from the sample image and the area ratio in each segment is derived. The degree of dispersion is defined as coefficient of variation between the area ratios. This method was applied for two different cross-section images of carbon fiber (CF) reinforced composites (CFRP). One of them showed a marblelike structure and it was more inhomogeneous than another one. Derived D ( n ) reflects dispersion state of fibers in the sample images. D ( n ) of the marblelike sample image was higher than that of more homogenous one with all grid size. Moreover, relationship between D ( n ) and n showed size of aggregates in the sample images. Therefore D ( n ) will be a useful parameter to evaluate the dispersion state by the comparing sample images to a reference image.
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来源期刊
Journal of Textile Engineering
Journal of Textile Engineering Materials Science-Materials Science (all)
CiteScore
0.70
自引率
0.00%
发文量
4
期刊介绍: Journal of Textile Engineering (JTE) is a peer-reviewed, bimonthly journal in English and Japanese that includes articles related to science and technology in the textile and textile machinery fields. It publishes research works with originality in textile fields and receives high reputation for contributing to the advancement of textile science and also to the innovation of textile technology.
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