CFD-DEM 与 MP-PIC 在激光金属沉积金属粉末输送模拟中的比较

L. Pedrolli, Beatriz Achiaga Menor, Inger Martinez de Arenaza, Alejandro López
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引用次数: 0

摘要

精细粉末的气力输送对于许多工业工艺都至关重要,其中包括激光金属沉积(LMD)技术,这是一种直接金属添加制造(DMAM)技术,利用激光熔化金属粉末,逐层制造固体物体。要优化工艺,就必须正确理解粉末在工艺条件下的行为。耦合计算流体动力学-离散元建模(CFD-DEM)和多相-颗粒单元(MP-PIC)是两种常用的欧拉-拉格朗日模型,用于模拟颗粒载流。本研究对它们进行了比较,以分析 LMD 机器小通道中的粉末行为。两种方法的结果差异很大,CFD-DEM 能更准确地反映物理现实,而 MP-PIC 的计算效率更高。研究发现,CFD-DEM 方法会因颗粒团的形成而产生较大的固体流速波动,而 MP-PIC 则显示出平滑且基本均匀的流动。研究结果表明,在对气力输送系统中的固体流速进行更精确、更详细的研究时,应采用 CFD-DEM 方法,而 MP-PIC 可用于初步研究和优化设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of CFD-DEM and MP-PIC in the Simulation of Metal Powder Conveying for Laser Metal Deposition
Pneumatic conveying of fine powders is essential for many industrial processes, including Laser Metal Deposition (LMD), a Direct Metal Additive Manufacturing (DMAM) technology that builds solid objects layer-by-layer using a laser to melt metal powder. To optimize the process, it is necessary to have a correct understanding of the powder’s behaviour under the process condition. The coupled Computational Fluid Dynamics - Discrete Element Modelling (CFD-DEM) and MultiPhase - Particle In Cell (MP-PIC) are two popular Eulerian-Lagrangian models to simulate particle laden flows. This study compares them to analyse powder behaviour in a small channel of LMD machines. Results from the two methods differ significantly, with CFD-DEM offering a more accurate representation of the physical reality, while MP-PIC is more computationally efficient. The study finds that the CFD-DEM method produces higher fluctuations in the solids flow rate due to the formation of particle clusters, while MP-PIC displays a smooth and essentially uniform flow. The results suggest that CFD-DEM should be used for more accurate and detailed studies of solids flow rate in pneumatic conveying systems, while MP-PIC can be used for preliminary studies and design optimization.
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