Establishment of a three-dimensional mathematical model of SLM process based on SPH method

IF 2.8 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Computational Particle Mechanics Pub Date : 2023-03-01 DOI:10.1007/s40571-023-00557-2
Wenqi Li, Mengqing Shen, Lixin Meng, Peilin Luo, Yan Liu, Ju Ma, Xiaofeng Niu, Hongxia Wang, Weili Cheng, Tingting Wei
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引用次数: 3

Abstract

The present work constructed a three-dimensional mathematical model of the selective laser melting (SLM) process based on the smoothed particle hydrodynamics (SPH) method. The Navier–Stokes equation was used to control the continuous molten metal flow; the model of continuous surface tension, the wetting effect, and Marangoni shear force were used to simulate the shape and evolution of the molten pool; the Beer–Lambert-type heat source model was used to reflect the thermal interaction between the laser and the powder bed. A rigid body motion model was employed to simulate the motion of particles in particle-reinforced materials. The accuracy of the model used was verified by the example of the square-to-circle surface tension model and the classic example of the block falling into the water. The stochastic powder bed model was used to explore the temperature field and flow field in the SLM process. The molten pool morphology and temperature under different laser powers were discussed and compared with the simulation results of temperature field through different numerical methods, which verified the accuracy of SPH method for SLM process simulation. The SLM process of metal matrix composites with TiC particles was preliminarily explored, which laid a foundation for the next step to simulate the movement of particle-reinforced materials in the molten pool formed by the SLM process.

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基于SPH方法建立了SLM过程的三维数学模型
本文基于光滑粒子流体力学(SPH)方法建立了选择性激光熔化(SLM)过程的三维数学模型。采用Navier-Stokes方程控制熔融金属的连续流动;采用连续表面张力、润湿效应和Marangoni剪切力模型模拟熔池的形态和演化;采用beer - lambert型热源模型来反映激光与粉末床的热相互作用。采用刚体运动模型模拟颗粒增强材料中颗粒的运动。通过方圆表面张力模型和块体落水的经典实例验证了模型的准确性。采用随机粉床模型研究了粉末粉末加工过程中的温度场和流场。讨论了不同激光功率下熔池的形貌和温度,并与不同数值方法对温度场的模拟结果进行了比较,验证了SPH方法用于SLM过程模拟的准确性。初步探索了TiC颗粒金属基复合材料的SLM过程,为下一步模拟颗粒增强材料在SLM过程形成的熔池中的运动奠定了基础。
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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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