High‐fidelity random fiber distribution algorithm based on fiber spreading process

随机性 纤维 材料科学 算法 体积分数 计算机科学 复合材料 数学 统计
作者
Jing Xiao,Mengze Li,Shuran Li,Xiaowen Song,An Li
出处
期刊:Polymer Composites [Wiley]
卷期号:44 (8): 4669-4681 被引量:2
标识
DOI:10.1002/pc.27430
摘要

Abstract The performance of fiber‐reinforced composites is not only determined by their constituents, but also by the spatial distribution of inclusions. The traditional random distribution algorithm only considers the randomness of its relative position, and every newly generated fiber has to be checked with all the existing fibers, which requires a large amount of calculation. In this paper, inspired by the spreading process that the fibers are not arranged randomly, but the forces acting on the upper and lower rows of fibers. A random fiber distribution algorithm based on partition randomness is proposed, and a microscopic model of in‐plane fibers with random distribution is established. The maximum volume fraction of fibers generated by the algorithm is 75%, and the generation time is less than 20s. Statistical characterization and finite element analysis of the structure generated by the algorithm are compared with the experimental data to verify the randomness and effectiveness of fibers. The algorithm overcomes the jamming limit of the traditional hard‐core method, and can efficiently generate random microstructure models with different volume fractions, which can be a promising alternative for modeling and analysis of unidirectional fiber‐reinforced composites.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
幸福大米完成签到,获得积分10
1秒前
赘婿应助丰富的柠檬采纳,获得10
1秒前
orixero应助坦率采纳,获得10
1秒前
隐形盼海完成签到 ,获得积分10
2秒前
慧慧酱发布了新的文献求助10
2秒前
西周发布了新的文献求助10
3秒前
桶桶要好好学习完成签到,获得积分10
3秒前
慕青应助不是张国荣采纳,获得10
3秒前
4秒前
4秒前
4秒前
认真的寒香完成签到,获得积分10
4秒前
ZMF发布了新的文献求助10
4秒前
明天开始学说话完成签到,获得积分10
6秒前
ray完成签到,获得积分10
6秒前
Akim应助shuxiansheng采纳,获得10
7秒前
YuchaoJia发布了新的文献求助10
7秒前
SiO2发布了新的文献求助10
8秒前
程道金发布了新的文献求助10
9秒前
旅居客发布了新的文献求助10
9秒前
9秒前
我是老大应助麒麟采纳,获得10
9秒前
Liveyoung发布了新的文献求助10
12秒前
神外小于完成签到,获得积分10
12秒前
YYJ完成签到,获得积分10
12秒前
你没事吧发布了新的文献求助10
13秒前
13秒前
14秒前
16秒前
可爱的函函应助binshier采纳,获得10
16秒前
17秒前
旅居客完成签到,获得积分20
17秒前
bill完成签到,获得积分10
17秒前
17秒前
18秒前
18秒前
19秒前
橘子完成签到,获得积分10
19秒前
19秒前
Lynette完成签到 ,获得积分10
19秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Navigating Normative Orders. Interdisciplinary Perspectives 800
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
CLSI VET01S-2024 Performance Standards for Antimicrobial Disk and Dilution Susceptibility Tests for Bacteria Isolated From Animals (7th Ed) 500
A Case Study on Hotels as Noncongregate Emergency Living Accommodations for Returning Citizens 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7757650
求助须知:如何正确求助?哪些是违规求助? 9304035
关于积分的说明 20277918
捐赠科研通 7341363
什么是DOI,文献DOI怎么找? 3312027
关于科研通互助平台的介绍 2462730
邀请新用户注册赠送积分活动 2325771