在离散元模型中引入了新的电场力和电荷交换模块,实现了电场中粒子动力学的模拟

IF 2.8 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Ziheng Wu, Guannan Tang, Michael Troksa, Eric Elton
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引用次数: 0

摘要

离散元建模(DEM)是粒子动力学仿真的重要技术。金属增材制造领域经常使用DEM来模拟粉末的流变行为。标准接触和短程相互作用在大多数情况下是足够的,但不足以描述电场影响下的粒子动力学。这样一个系统的建模需要额外的物理学来描述粒子场的相互作用。相关的物理性质已经在实验上得到了理解,但在DEM中尚未可用。在这里,我们开发了一个电荷交换和一个电力模块。电力模块控制粒子对电场的响应,而电荷交换模块使粒子在接触带电几何形状时获得适当的电荷。我们通过分析计算和静电粉末沉积实验的高速视频验证了这些模块。值得注意的是,该模型很难捕捉到初始粒子的悬浮。我们随后部署了一个改进的电场,作为静电场模拟的支持,以更好地近似电场渗透到粉末层。这种修正提高了模型模拟真实粒子悬浮的能力。这些结果突出了在电场中模拟粒子行为的挑战,同时证明了获得定量结果的可行性,这些结果难以通过实验测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
New electric force and charge exchange modules in discrete element model enables particle dynamics simulation in electric field

Discrete element modeling (DEM) is an important technique for particle dynamics simulation. The field of metal additive manufacturing often utilizes DEM to simulate the rheological behaviors of powder. Standard contact and short-range interactions are sufficient in most cases but insufficient to describe the particle dynamics with the influence of an electric field. Modeling such a system requires additional physics to describe the particle–field interactions. The relevant physics has been experimentally understood but is not yet available in DEM. Here, we develop a charge exchange and an electric force module. The electric force module governs particle response to the electric field, while the charge exchange module enables particles to acquire proper charge during contact with charged geometries. We validate the modules against analytical calculations and high-speed videos of electrostatic powder deposition experiments. Notably, the model struggles to capture the initial particle levitation. We later deploy a modified electric field, as supported by static electric field simulation, to better approximate the electric field penetration into the powder layer. This modification improves the model’s capability of simulating realistic particle levitation. The results highlight the challenges of modeling particle behaviors in the electric field while demonstrating the feasibility of obtaining quantitative results, which are difficult to measure experimentally.

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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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