A novel update criterion of Verlet list for accelerating DEM computation when modeling geotechnical dense granular materials under periodic loading

IF 2.8 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Shuchen Wang, Longlong Fu, Haonan Xi, Yongjia Qiu, Shunhua Zhou
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引用次数: 0

Abstract

Discrete element method (DEM) based on graphic processing unit (GPU) is widely utilized for studying the responses of geotechnical dense granular materials under periodic or traffic loading. However, limited computational efficiency of DEM hinders its further application. Conventionally, the criterion for updating particles’ potential contact list (i.e., Verlet list) is assessing whether the maximum particle displacement in global coordinate system exceeds the threshold. Although geotechnical dense particles exhibit considerable quasi-periodic displacement under periodic or traffic loading, the potential contact targets for most particles do not change during quite a few loading cycles. Therefore, there are numerous redundant updates of Verlet list induced by quasi-periodic displacement, restricting computational efficiency. In this study, we propose a novel criterion for Verlet list updating, in which the displacement of particles in local particle coordinate system is considered. Then, the proposed criterion is plugged in the MUSEN software. By simulating previous laboratory full-scale half-sleeper model tests, the accuracy and performance of the proposed criterion are testified based on GPU computing. The results show that compared to conventional criterion, the proposed criterion reduces the updates of Verlet list by 43–68% and improves the computational efficiency by 14–47%. This study indicates a potential way to improve computational efficiency of the GPU-based DEM for geotechnical dense granular materials under periodic loading.

一种新的Verlet表更新准则,用于加速周期性荷载作用下岩土致密颗粒材料建模的DEM计算
基于图形处理单元(GPU)的离散元法(DEM)被广泛用于研究岩土致密颗粒材料在周期性或交通荷载作用下的响应。然而,有限的DEM计算效率阻碍了其进一步应用。通常,更新粒子潜在接触表(即Verlet表)的标准是评估粒子在全局坐标系中的最大位移是否超过阈值。尽管岩土致密颗粒在周期性或交通荷载作用下表现出相当大的准周期性位移,但大多数颗粒的潜在接触目标在相当多的荷载循环中不会发生变化。因此,准周期位移引起的Verlet表的大量冗余更新限制了计算效率。在本研究中,我们提出了一个新的Verlet列表更新准则,该准则考虑了局部粒子坐标系中粒子的位移。然后,将提出的判据插入到MUSEN软件中。通过模拟以往实验室全尺寸半卧模型试验,验证了基于GPU计算的准则的准确性和性能。结果表明,与传统准则相比,该准则的Verlet列表更新次数减少了43 ~ 68%,计算效率提高了14 ~ 47%。该研究为提高周期性荷载作用下岩土致密颗粒材料基于gpu的DEM计算效率提供了一条潜在途径。
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来源期刊
Computational Particle Mechanics
Computational Particle Mechanics Mathematics-Computational Mathematics
CiteScore
5.70
自引率
9.10%
发文量
75
期刊介绍: GENERAL OBJECTIVES: Computational Particle Mechanics (CPM) is a quarterly journal with the goal of publishing full-length original articles addressing the modeling and simulation of systems involving particles and particle methods. The goal is to enhance communication among researchers in the applied sciences who use "particles'''' in one form or another in their research. SPECIFIC OBJECTIVES: Particle-based materials and numerical methods have become wide-spread in the natural and applied sciences, engineering, biology. The term "particle methods/mechanics'''' has now come to imply several different things to researchers in the 21st century, including: (a) Particles as a physical unit in granular media, particulate flows, plasmas, swarms, etc., (b) Particles representing material phases in continua at the meso-, micro-and nano-scale and (c) Particles as a discretization unit in continua and discontinua in numerical methods such as Discrete Element Methods (DEM), Particle Finite Element Methods (PFEM), Molecular Dynamics (MD), and Smoothed Particle Hydrodynamics (SPH), to name a few.
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