将不规则颗粒的 SPH 与基于图像的 DEM 相结合的数值框架

IF 5.3 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
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引用次数: 0

摘要

流体与颗粒的相互作用在自然现象和工程应用中都时有发生,因此了解流体与颗粒的相互作用至关重要,但准确捕捉这些相互作用带来了相当大的挑战。当考虑到粒子的自然形状时,复杂性就会增加,这促使我们开发数值解决方案来解决这些复杂性。在此,我们提出了一个数值框架,将平滑粒子流体力学(SPH)与基于成像的离散元素法(iDEM)相结合,分别模拟流体和粒子成分,同时考虑粒子的实际形状。最初,我们通过模拟球体和立方体进水情况验证了我们的方法,确认了该方法的准确性。随后,我们将耦合方案应用于更复杂的大坝决堤情况,涉及质量和体积相当的不规则和立方体颗粒。我们的结果证明了所提出的方案在捕捉颗粒实际形状方面的有效性,并阐明了颗粒形状对各种流体参数的影响。我们发现,由于交错减少和表面积增大,立方体颗粒更有利于流体运动,因此立方体颗粒的流体和颗粒速度更高,位移也更大。这些发现加深了我们对复杂系统中流体-颗粒相互作用以及颗粒形状在此类分析中重要性的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Numerical framework for coupling SPH with image-based DEM for irregular particles

Understanding fluid-particle interactions is crucial due to their occurrence in both natural phenomena and engineering applications, but accurately capturing these interactions presents considerable challenges. The complexity escalates when accounting for the natural shape of particles, prompting the development of numerical solutions to address these complexities. Here, we propose a numerical framework that combines Smoothed Particle Hydrodynamics (SPH) with the Imaged-based Discrete Element Method (iDEM) to model the fluid and particle components, respectively, while considering the actual shape of particles. Initially, we validated our approach by simulating sphere and cube water entry cases, confirming the method’s accuracy. Later, we applied the coupling scheme to a more complex scenario of a dam break, involving irregular and cubic grains of equivalent mass and volume. Our results demonstrate the effectiveness of the proposed scheme in capturing the actual shape of grains and elucidate the influence of particle shape on various fluid parameters. We found that fluid movement is facilitated more in cubic packs due to reduced interlocking and increased surface area, resulting in higher fluid and particle velocities and enhanced displacement in cube-shaped grains. These findings deepen our understanding of fluid-particle interactions in complex systems and the significance of particle shape in such analyses.

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来源期刊
Computers and Geotechnics
Computers and Geotechnics 地学-地球科学综合
CiteScore
9.10
自引率
15.10%
发文量
438
审稿时长
45 days
期刊介绍: The use of computers is firmly established in geotechnical engineering and continues to grow rapidly in both engineering practice and academe. The development of advanced numerical techniques and constitutive modeling, in conjunction with rapid developments in computer hardware, enables problems to be tackled that were unthinkable even a few years ago. Computers and Geotechnics provides an up-to-date reference for engineers and researchers engaged in computer aided analysis and research in geotechnical engineering. The journal is intended for an expeditious dissemination of advanced computer applications across a broad range of geotechnical topics. Contributions on advances in numerical algorithms, computer implementation of new constitutive models and probabilistic methods are especially encouraged.
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