基于gpu的多面体颗粒系统仿真DEM框架

IF 2.3 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY
Guang-Yu Liu, Wen-Jie Xu
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引用次数: 2

摘要

提出了离散元法(DEM)中多面体-多面体和多面体-边界接触的接触重叠算法和接触模型。基于几何对偶理论,明确计算了接触多面体之间的重叠体积。将多面体与边界的接触转化为多面体与三角形的接触。提出了一种改进的候选接触对并行化算法,以加速精确的接触重叠算法。在此基础上,开发了基于图形处理单元的DEM框架CoSim-DEM,实现了高性能仿真。利用3D打印颗粒的漏斗流实验对算法进行了验证,并通过实验对DEM参数进行了标定。采用两个基准作为算法的案例扩展:一是准静态分析挡土墙与颗粒材料的相互作用;另一种是对颗粒物料在螺旋输送机中的输送运动进行动力学分析。最后,对所开发算法的计算效率进行了分析。结果表明,所建立的CoSim-DEM能够较好地用于多面体颗粒状材料的模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A GPU-based DEM framework for simulation of polyhedral particulate system

A GPU-based DEM framework for simulation of polyhedral particulate system

The contact overlap algorithms and contact models of both polyhedron-polyhedron and polyhedron-boundary contact in discrete element method (DEM) has been proposed. The overlap volume between contacting polyhedrons is explicitly calculated based on geometric dualization theory. The polyhedron-boundary contact is transferred to the contact between polyhedron and triangles. An improved parallelizing by candidate contact pair algorithm is provided to accelerate the accurate contact overlap algorithms. Furthermore, a DEM framework based on graphics processing unit, named as CoSim-DEM, has been developed to realize the high-performance simulation. The algorithms are validated using hopper flow experiments with 3D printed particles, and DEM parameters are calibrated by the experimental tests. Two benchmarks are used as the case extension of the algorithms: one is the interaction between a retaining rigid wall and granular material for quasi-static analysis; the other is the conveying motion of granular material in a screw conveyor for dynamic analysis. Finally, the computational efficiency of the developed algorithms is analyzed. All results indicate that the developed CoSim-DEM can be better used in the simulation of granular materials with polyhedral particles.

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来源期刊
Granular Matter
Granular Matter Materials Science-General Materials Science
CiteScore
4.60
自引率
8.30%
发文量
95
审稿时长
6 months
期刊介绍: Although many phenomena observed in granular materials are still not yet fully understood, important contributions have been made to further our understanding using modern tools from statistical mechanics, micro-mechanics, and computational science. These modern tools apply to disordered systems, phase transitions, instabilities or intermittent behavior and the performance of discrete particle simulations. >> Until now, however, many of these results were only to be found scattered throughout the literature. Physicists are often unaware of the theories and results published by engineers or other fields - and vice versa. The journal Granular Matter thus serves as an interdisciplinary platform of communication among researchers of various disciplines who are involved in the basic research on granular media. It helps to establish a common language and gather articles under one single roof that up to now have been spread over many journals in a variety of fields. Notwithstanding, highly applied or technical work is beyond the scope of this journal.
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