A membrane finite element for fast simulation of overlapping beads geometry during direct energy deposition additive manufacturing

IF 3.7 2区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Computational Mechanics Pub Date : 2024-07-10 DOI:10.1007/s00466-024-02525-w
Eric Feulvarch, Alain Rassineux, Jean-Christophe Roux, Alexey Sova, Cédric Pouvreau, François Josse
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Abstract

The aim of this paper is to propose a fast FEM strategy for simulating molten metal deposition geometry during additive manufacturing for studying the influence of the sequence of deposition on the geometry. The approach is inspired by the algorithm initially proposed by Feulvarch et al. (Eur J Mech A 89:104290, 2021) for coatings. In this article, the membrane finite element is notably improved and extended for simulating of a large stack of deposits in order to study the building of 3D geometries. A constant vertical evolution rate of the surface tension is introduced to adjust the geometry of the free surface of the molten pool which depends on the hydrodynamics of the liquid phase. The simulation is very fast because it is carried out on a 2D mesh composed of linear triangles that corresponds to the sole free surface of the liquid phase at each time step. Moreover, the implicit nonlinear algorithm developed has the advantage of avoiding matrix systems resolution (reduced RAM memory, efficient parallel computing). In addition, a simple and robust remeshing procedure is detailed in order to avoid too large distortions of the triangular elements during the ’inflating’ stage of the workpiece. Its interest lies in the fact that it does not require any field projection typically employed in remeshing procedures, as the geometry serves as the only historical data required to resume FEM computations following each remeshing step. Examples are proposed to clearly evidence the efficiency and robustness of the method developed in terms of geometry and CPU time.

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用于快速模拟直接能量沉积增材制造过程中重叠珠几何形状的膜有限元
本文旨在提出一种快速有限元方法,用于模拟增材制造过程中熔融金属沉积的几何形状,以研究沉积顺序对几何形状的影响。该方法的灵感来自 Feulvarch 等人最初针对涂层提出的算法(Eur J Mech A 89:104290, 2021)。在本文中,膜有限元得到了显著的改进和扩展,可用于模拟大量沉积物,以研究三维几何结构的构建。引入了恒定的表面张力垂直变化率,以调整熔池自由表面的几何形状,这取决于液相的流体力学。模拟速度非常快,因为它是在由线性三角形组成的二维网格上进行的,每个时间步对应液相的唯一自由表面。此外,所开发的隐式非线性算法具有避免矩阵系统分辨率的优势(减少 RAM 内存,高效并行计算)。此外,为了避免工件在 "充气 "阶段出现过大的三角形元素变形,还详细介绍了一种简单而稳健的重网格程序。该程序的优点在于,它不需要任何通常在重插齿程序中使用的现场投影,因为几何图形是在每个重插齿步骤后恢复有限元计算所需的唯一历史数据。我们提出的示例清楚地证明了所开发方法在几何形状和 CPU 时间方面的效率和稳健性。
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
Computational Mechanics
Computational Mechanics 物理-力学
CiteScore
7.80
自引率
12.20%
发文量
122
审稿时长
3.4 months
期刊介绍: The journal reports original research of scholarly value in computational engineering and sciences. It focuses on areas that involve and enrich the application of mechanics, mathematics and numerical methods. It covers new methods and computationally-challenging technologies. Areas covered include method development in solid, fluid mechanics and materials simulations with application to biomechanics and mechanics in medicine, multiphysics, fracture mechanics, multiscale mechanics, particle and meshfree methods. Additionally, manuscripts including simulation and method development of synthesis of material systems are encouraged. Manuscripts reporting results obtained with established methods, unless they involve challenging computations, and manuscripts that report computations using commercial software packages are not encouraged.
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