Investigations of particle-process-part quality relationships in electron beam melting

IF 2.4 3区 工程技术 Granular Matter Pub Date : 2024-08-04 DOI:10.1007/s10035-024-01455-x
Garrett M. Kelley, M. Ramulu
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Abstract

Electron beam melting is a powder bed fusion process capable of manufacturing parts from a variety of high-temperature alloys. Given that the process relies on feedstock recycling for process economics, understanding process-part quality relationships is critical. This work investigates process-part quality relationships in terms of the internal and external defects and component microstructure relative to a feedstock subjected to 33 build cycles without replacement. To accomplish this, a volume of fluid mesoscale model consisting of three different powder distributions were considered: (1) Monomodal; (2) As-measured; and (3) Irregular. Particle morphology was characterized using shape factors examined via optical microscopy. To approximate the particle shapes in three-dimensions, a method is presented that utilizes a binarized domain to define low frequency, macroscale particle “base” shapes implicitly and is thus not restricted to starlike particles. The discrete element method was also used to investigate velocity distributions and packing densities of the as-measured and irregular particles with respect to deviations in the nominal layer thickness of 50 μm. In general, beam power and scan speed were found to have an appreciable effect on microstructure formation and surface roughness. Finally, correlations were found between specific classifications of irregular particles and lack of fusion defect formation.

Graphical abstract

Overview of the discrete element method simulation domain for the electron beam melting powder bed fusion process

Abstract Image

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电子束熔化过程中颗粒-过程-部件质量关系的研究
电子束熔化是一种粉末床熔融工艺,能够用各种高温合金制造零件。鉴于该工艺的经济性依赖于原料回收,因此了解工艺与零件质量的关系至关重要。这项研究从内部和外部缺陷以及部件微观结构的角度研究了工艺-部件质量关系,这些缺陷和微观结构与经过 33 次构建循环而未更换的原料有关。为此,考虑了由三种不同粉末分布组成的流体体积中尺度模型:(1) 单模;(2) 实测;(3) 不规则。利用光学显微镜检查的形状因子对颗粒形态进行表征。为了近似三维颗粒形状,提出了一种方法,利用二值化域隐式定义低频、宏观颗粒的 "基本 "形状,因此不局限于星形颗粒。离散元方法还用于研究实测颗粒和不规则颗粒的速度分布和堆积密度与 50 μm 标称层厚度偏差的关系。一般来说,光束功率和扫描速度对微观结构的形成和表面粗糙度有明显的影响。最后,还发现了不规则颗粒的具体分类与未形成熔融缺陷之间的相关性。
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来源期刊
Granular Matter
Granular Matter MATERIALS SCIENCE, MULTIDISCIPLINARY-MECHANICS
CiteScore
4.30
自引率
8.30%
发文量
95
期刊介绍: Although many phenomena observed in granular materials are still not yet fully understood, important contributions have been made to further our understanding using modern tools from statistical mechanics, micro-mechanics, and computational science. These modern tools apply to disordered systems, phase transitions, instabilities or intermittent behavior and the performance of discrete particle simulations. >> Until now, however, many of these results were only to be found scattered throughout the literature. Physicists are often unaware of the theories and results published by engineers or other fields - and vice versa. The journal Granular Matter thus serves as an interdisciplinary platform of communication among researchers of various disciplines who are involved in the basic research on granular media. It helps to establish a common language and gather articles under one single roof that up to now have been spread over many journals in a variety of fields. Notwithstanding, highly applied or technical work is beyond the scope of this journal.
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