基于接触历史和粒子表面考虑的具有凸粒子的离散系统的更快和客观的水平集- dem力学模拟

IF 3.4 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Jérôme Duriez , Cédric Galusinski
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引用次数: 0

摘要

针对具有任意凸粒子的离散系统力学模拟问题,在离散元法(DEM)框架下提出了一种扩展的水平集描述粒子形状的方法。首先以更快的初始生成速度获得LS形状描述作为有符号距离函数的离散场,然后提出在经过验证的工作流中直接输出粒子表面。它主要包括一种创新的曲面节点离散化优化方法,该方法结合LS距离场进行DEM接触处理。在他们的优化定义中,表面节点以几乎均匀的方式定位在粒子上,并且在接触处理期间以稀疏的方式处理,这要归功于对接触历史的原始考虑。因此,在模拟准静态机械加载过程中,计算速度的提高被报道为3倍以上。所提出的节点定义也被证明有助于确保LS接触模型和DEM模拟的客观性。最后,将LS方法应用于不同形状超二次曲面填料的残余抗剪强度的初步研究。在对所选择的颗粒数进行论证后,形成一个代表性的基本体积,抗剪强度与Wadell真球度作为形状指标缺乏明确的关系,而可能比球形颗粒高73%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Faster and objective level set-DEM mechanical simulations of discrete systems with convex particles from contact history and particle surface considerations

Faster and objective level set-DEM mechanical simulations of discrete systems with convex particles from contact history and particle surface considerations
Aiming for versatile simulations of the mechanics of discrete systems with arbitrary convex particles, an extended Level Set (LS) description of particle shape is proposed in the framework of the Discrete Element Method (DEM). The LS shape description as a discrete field of the signed distance function is first obtained with a faster initial generation and then proposed to directly output particle surface in a validated workflow. It mostly includes an innovative optimization for the surface nodes discretization which combines with the LS distance field for DEM contact treatment. In their optimized definition, surface nodes locate in a nearly uniform fashion over a particle and are handled in a sparse manner during contact treatment, thanks to an original consideration of contact history. As such, computation speed gains are reported with a factor of more than 3 during simulations of quasi-static mechanical loading. The proposed nodes definition is also shown to be instrumental to insure objectivity of the LS contact model and DEM simulations. The present LS approach is finally applied to a preliminary study of the residual shear strength of various packings made of superquadrics all sharing the same shape. After a justification of the chosen particle number to form a Representative Elementary Volume, the shear strength is shown to lack a clear relationship with Wadell's true sphericity as a shape index, while being possibly 73% higher than the one obtained with spherical particles.
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来源期刊
Computer Physics Communications
Computer Physics Communications 物理-计算机:跨学科应用
CiteScore
12.10
自引率
3.20%
发文量
287
审稿时长
5.3 months
期刊介绍: The focus of CPC is on contemporary computational methods and techniques and their implementation, the effectiveness of which will normally be evidenced by the author(s) within the context of a substantive problem in physics. Within this setting CPC publishes two types of paper. Computer Programs in Physics (CPiP) These papers describe significant computer programs to be archived in the CPC Program Library which is held in the Mendeley Data repository. The submitted software must be covered by an approved open source licence. Papers and associated computer programs that address a problem of contemporary interest in physics that cannot be solved by current software are particularly encouraged. Computational Physics Papers (CP) These are research papers in, but are not limited to, the following themes across computational physics and related disciplines. mathematical and numerical methods and algorithms; computational models including those associated with the design, control and analysis of experiments; and algebraic computation. Each will normally include software implementation and performance details. The software implementation should, ideally, be available via GitHub, Zenodo or an institutional repository.In addition, research papers on the impact of advanced computer architecture and special purpose computers on computing in the physical sciences and software topics related to, and of importance in, the physical sciences may be considered.
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