Continuous processes in discontinuous phenomena: A novel multiscale model based on MD and DEM to investigate the energy absorption mechanism of SiCf/SiC composites

IF 8.1 2区 材料科学 Q1 ENGINEERING, MANUFACTURING
Fuyuan Li, Cungui Yu, Jie Ren, Jianlin Zhong
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Abstract

In this paper, a novel multiscale model that integrates molecular dynamics (MD) and the discrete element method (DEM) is introduced to facilitate an in-depth investigation of energy absorption mechanisms. By integrating the damage evolution of the matrix obtained through MD with a Soft-Bond contact model in the DEM, a formula for the softening factor is derived, enabling the transfer of continuous damage behavior from the nanoscale to the microscale. A microscale RVE model that takes into account the discontinuous damage behavior observed at the microscale is then developed to conduct uniaxial tension simulations using the DEM. Results indicate that, compared to experimental data, the stress–strain curve from this model exhibits a root mean square deviation of only 5.7 % in the progressive damage stage, with the final fracture strength differing by just 3 %. While the matrix undergoes an 85 % reduction in elastic modulus at the initial damage saturation state, its cumulative energy absorption prior to complete material failure accounts for 66.4 % of the total energy dissipation. Furthermore, loading–unloading experiments were conducted to further validate the robustness and accuracy of this multi-scale model. The multi-scale model provides a bridge for the transfer of mechanical behavior from the nanoscale to the macroscale and can be used in future investigations of strain rate effects in discontinuous media and its thermodynamic studies.
不连续现象中的连续过程:基于MD和DEM的新型多尺度模型研究SiCf/SiC复合材料的能量吸收机理
本文引入了一种新的多尺度模型,将分子动力学(MD)和离散元法(DEM)相结合,以促进对能量吸收机理的深入研究。通过将MD获得的基体损伤演化与DEM中的软键接触模型相结合,推导出软化系数公式,实现了连续损伤行为从纳米尺度向微尺度的转移。考虑到在微观尺度上观察到的不连续损伤行为,然后开发了一个微尺度RVE模型,使用DEM进行单轴拉伸模拟。结果表明,与实验数据相比,该模型的应力应变曲线在渐进损伤阶段的均方根偏差仅为5.7%,最终断裂强度仅相差3%。在初始损伤饱和状态下,基体的弹性模量降低了85%,而材料完全破坏前的累积能量吸收占总能量耗散的66.4%。通过加载-卸载实验,进一步验证了该多尺度模型的鲁棒性和准确性。该多尺度模型为从纳米尺度到宏观尺度的力学行为转移提供了桥梁,可用于未来不连续介质中应变速率效应的研究及其热力学研究。
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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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