Phase-field simulation of particles rigid body motion at the early stage of sintering in powder bed fusion with electron beam: A proposal for computational efficiency

IF 3.5 3区 工程技术 Q1 MATHEMATICS, APPLIED
Manuela Galati , Giovanni Rizza
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引用次数: 0

Abstract

The sintering of powder particles prior to full melting is a defining feature of the powder bed fusion with electron beam (PBF-EB) process, distinguishing it from other metal additive manufacturing techniques. Sintering involves the movement of atoms toward contact points between adjacent particles, leading to neck formation and growth. This atomic movement is driven by the high working temperatures of PBF-EB, which activate diffusion mechanisms and induce rigid body motion (RBM) of particles. While research on the numerical analysis of diffusion is growing, the motion of the particles occurring during the PBF-EB and its relevance are still unexplored. This work uses a phase field model to capture the physics of early-stage sintering in PBF-EB, incorporating both diffusion and RBM driven by vacancy migration. The influence of RBM parameters on neck formation and growth during the sintering of Ti6Al4V particles under PBF-EB conditions is investigated. Simulations encompass different process phases and durations (from seconds to hours), including the preheating of the layer and the cooling of the build. In addition, this work addresses the computational challenges of modelling RBM and proposes a novel approach to enhancing diffusion coefficients to emulate RBM effects, significantly reducing simulation times. Results indicate that incorporating RBM accelerates sintering and leads to larger neck formation compared to diffusion alone, although computational time increases by 30 %. Consequently, RBM should be prioritised in scenarios where its impact is critical, such as the preheating phase of PBF-EB. In contrast, during the process, the neck growth can be analysed by the novel proposed approach which significantly enhances computational efficiency while effectively capturing the influence of RBM on neck growth.
电子束粉末床熔合烧结初期颗粒刚体运动的相场模拟:提高计算效率的建议
粉末颗粒在完全熔化之前的烧结是粉末床电子束熔化(PBF-EB)工艺的一个决定性特征,将其与其他金属增材制造技术区分开来。烧结涉及原子向相邻粒子之间的接触点运动,导致颈的形成和生长。这种原子运动是由PBF-EB的高工作温度驱动的,它激活了扩散机制并诱发了粒子的刚体运动(RBM)。虽然对扩散的数值分析研究越来越多,但在PBF-EB过程中发生的颗粒运动及其相关性仍未被探索。这项工作使用相场模型来捕捉PBF-EB中早期烧结的物理过程,包括由空位迁移驱动的扩散和RBM。研究了在PBF-EB条件下烧结过程中RBM参数对Ti6Al4V颗粒颈部形成和生长的影响。模拟包含不同的过程阶段和持续时间(从几秒到几小时),包括层的预热和构建的冷却。此外,本工作解决了RBM建模的计算挑战,并提出了一种新的方法来增强扩散系数来模拟RBM效应,从而显着减少了模拟时间。结果表明,与单独扩散相比,加入RBM加速了烧结,导致更大的颈部形成,尽管计算时间增加了30%。因此,RBM应该优先考虑其影响至关重要的情况,例如PBF-EB的预热阶段。相比之下,在此过程中,该方法可以对颈部生长进行分析,大大提高了计算效率,同时有效地捕获了RBM对颈部生长的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.80
自引率
3.20%
发文量
92
审稿时长
27 days
期刊介绍: The aim of this journal is to provide ideas and information involving the use of the finite element method and its variants, both in scientific inquiry and in professional practice. The scope is intentionally broad, encompassing use of the finite element method in engineering as well as the pure and applied sciences. The emphasis of the journal will be the development and use of numerical procedures to solve practical problems, although contributions relating to the mathematical and theoretical foundations and computer implementation of numerical methods are likewise welcomed. Review articles presenting unbiased and comprehensive reviews of state-of-the-art topics will also be accommodated.
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