无纺布
纤维
聚酯纤维
比例(比率)
扩散
过程(计算)
织物
材料科学
特征(语言学)
织物结构
实现(概率)
算法
编织
计算机科学
复合材料
合成纤维
生物系统
数学
物理
统计
操作系统
热力学
哲学
生物
量子力学
语言学
作者
Jiang Wang,Qianqian Shi,Nicholus Tayari Akankwasa,Yuze Zhang,Jun Wang
标识
DOI:10.1177/00405175211067280
摘要
The structure of nonwovens gives special functions, and the establishment of the structure model has important reference significance for the realization of functions. In this work, the two-dimensional configuration of polyester fibers in a spunlaced nonwoven fabric was extracted, and the configurational feature points of 2500 fibers were obtained. Combined with the generative adversarial nets algorithm, the generation model of the two-dimensional configuration of fibers was proposed after learning the configuration feature of 2500 fibers. Based on the assumption that the fibers are randomly distributed in the nonwoven fabric, we established a three-dimensional model of the spunlaced nonwoven fabric on the fiber scale using ABAQUS software. In addition, the water diffusion experiment and simulation were carried out to visualize the diffusion process of a water droplet in the nonwoven fabric, verifying the accuracy of the model. This method provides a novel idea for the modeling of textile structure on the fiber scale, which can be regarded as a model basis for the subsequent simulation analysis and function research.
科研通智能强力驱动
Strongly Powered by AbleSci AI