An integrated approach to analyzing matrix-crack-induced stiffness degradation and medium leakage in linerless composite vessels

IF 8.1 2区 材料科学 Q1 ENGINEERING, MANUFACTURING Composites Part A: Applied Science and Manufacturing Pub Date : 2024-07-19 DOI:10.1016/j.compositesa.2024.108364
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Abstract

This paper proposes an integrated analysis method for linerless composite vessels considering matrix-crack-induced stiffness degradation and permeation. Stiffness degradation models are obtained using machine learning regression, the data sets of which consist of finite element analysis (FEA) results and virtual samples. Then, the effective leakage conductance is obtained by using the linear elastic fracture mechanics and the micro-cracking leakage mechanism. The proposed integrated method is applied to analyze vessel structures designed by the grid theory, which has variable ply thicknesses and layup angles. Simulation results show that whether the structure at cryogenic temperature cracks and leaks more easily depends on its dimensions and stacking sequences.

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分析无衬里复合材料容器中基质裂纹诱发的刚度退化和介质泄漏的综合方法
本文提出了一种考虑到基体裂纹诱发的刚度退化和渗透的无衬里复合材料容器综合分析方法。利用机器学习回归法获得刚度退化模型,其数据集包括有限元分析(FEA)结果和虚拟样品。然后,利用线性弹性断裂力学和微裂缝渗漏机制获得有效渗漏电导。所提出的综合方法被应用于分析根据网格理论设计的容器结构,该结构具有不同的层厚和铺设角度。模拟结果表明,低温下结构是否更容易开裂和泄漏取决于其尺寸和叠层顺序。
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来源期刊
Composites Part A: Applied Science and Manufacturing
Composites Part A: Applied Science and Manufacturing 工程技术-材料科学:复合
CiteScore
15.20
自引率
5.70%
发文量
492
审稿时长
30 days
期刊介绍: Composites Part A: Applied Science and Manufacturing is a comprehensive journal that publishes original research papers, review articles, case studies, short communications, and letters covering various aspects of composite materials science and technology. This includes fibrous and particulate reinforcements in polymeric, metallic, and ceramic matrices, as well as 'natural' composites like wood and biological materials. The journal addresses topics such as properties, design, and manufacture of reinforcing fibers and particles, novel architectures and concepts, multifunctional composites, advancements in fabrication and processing, manufacturing science, process modeling, experimental mechanics, microstructural characterization, interfaces, prediction and measurement of mechanical, physical, and chemical behavior, and performance in service. Additionally, articles on economic and commercial aspects, design, and case studies are welcomed. All submissions undergo rigorous peer review to ensure they contribute significantly and innovatively, maintaining high standards for content and presentation. The editorial team aims to expedite the review process for prompt publication.
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