通过叶片滑动实现粉末层铺展的离散元模拟:堆积因子、机理与优化

IF 2.8 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Computational Particle Mechanics Pub Date : 2024-08-12 DOI:10.1007/s40571-024-00808-w
L. Dai, Y. R. Chan, G. Vastola, Y. W. Zhang
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引用次数: 0

摘要

我们利用离散元素法模拟了叶片铺展粉末层的填料。我们的研究揭示了以下结论:(1)我们发现了浇注堆和填料层之间存在的遗传关系,这种关系对填料层中粉末大小和形状的不均匀分布起着重要作用。(2) 我们系统地分析了滑动速度对粉末填料的影响,并推荐了 0.15 米/秒的临界滑动速度,以获得较高的填料质量。(3) 与非球形粉末容易降低填料密度的传统观点相反,我们的研究发现,加入一小部分非球形粉末可以为有效填充间隙创造通道,从而提高填料密度。(4) 通过调整粉末间的相互作用,我们观察到了从离散粉末堆积到团块沉积的过渡。(5) 我们提出并证明了两步铺展技术和多次振荡循环在实现最大随机堆积密度方面的功效。总之,我们的工作让人们全面了解了通过叶片滑动进行粉末铺展过程的相关机制,这可能会提高粉末堆积密度和均匀性,最终改善增材制造的结果。
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Discrete element simulation of powder layer spreading by blade sliding: packing factor, mechanism, and optimization

We utilized the discrete element method to simulate the packing of a powder layer by blade spread. Our study revealed the following findings: (1) We uncovered a hereditary relationship that exists between the pouring heap and the packing layer, which plays a significant role in the non-uniform distribution of powder in the packing layer in terms of sizes and shapes. (2) We systematically analysed the influence of sliding speed on powder packing and recommended a threshold sliding rate of 0.15 m/s for achieving a high packing quality. (3) Contrary to the conventional belief that non-spherical powders tend to reduce packing density, our study discovered that the inclusion of a small portion of non-spherical powders can create pathways for efficient gap-filling, resulting in denser packings. (4) By adjusting inter-powder interactions, we observed a transition from discrete powder packing to cluster deposition. (5) We proposed and demonstrated the efficacy of a two-step spreading technique followed by multiple shaking cycles in achieving maximum random packing density. Overall, our work provides a comprehensive understanding of mechanisms involved in the powder spreading process through blade sliding, which may lead to enhanced powder packing density and uniformity and ultimately improved outcomes in additive manufacturing.

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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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