On the nature and causes of spatter redistribution in laser powder bed fusion

IF 6.1 1区 工程技术 Q1 ENGINEERING, MANUFACTURING
{"title":"On the nature and causes of spatter redistribution in laser powder bed fusion","authors":"","doi":"10.1016/j.jmapro.2024.07.143","DOIUrl":null,"url":null,"abstract":"<div><p>State-of-the-art laser beam-powder bed fusion (PBF-LB) metal additive manufacturing (AM) systems are capable of producing dense workpieces without systematically occurring defects. Nonetheless, stochastically occurring defects with significant impacts on material quality levels persist. One possible cause is the fallout effects of spatter, matter ejected from the process zone, which may redistribute back onto the powder bed. The understanding of spatter redistribution and its impact on the PBF-LB process is still developing. This work provides insight on the nature and causes of spatter redistribution through a study of process variables and responses. Additionally, fundamental gaps in process-monitoring technology are addressed through a multi-modal sensing approach to spatter measurement. High-resolution optical layer-wise imaging was utilized to capture spatter concentration over the powder bed as a function of carrier gas flow direction, spatter generating workpiece location, distance from said workpiece, gas flow condition, and laser scan direction. These data were compared to ultra-high spatial resolution optical imaging as well as topographical measurements of the powder bed, which served to benchmark data and quantitatively capture powder bed quality measures. Spatter particles themselves were also characterized and correlated to powder bed location. It was concluded that even nominal carrier gas flow conditions fail to evacuate large spatter particles, which may be up to five times as large as feedstock powder. Additionally, the vast majority of large spatter particles tended to redistribute within 0–10 mm of the spatter generating workpiece. This observation contradicts commonplace assumptions that spatter may travel the full distance of the powder bed before landing on a workpiece. It also suggests that workpieces self-contaminate with spatter, this possibly being a significant contributor to lack-of-fusion porosity formation.</p></div>","PeriodicalId":16148,"journal":{"name":"Journal of Manufacturing Processes","volume":null,"pages":null},"PeriodicalIF":6.1000,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Manufacturing Processes","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1526612524008065","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 0

Abstract

State-of-the-art laser beam-powder bed fusion (PBF-LB) metal additive manufacturing (AM) systems are capable of producing dense workpieces without systematically occurring defects. Nonetheless, stochastically occurring defects with significant impacts on material quality levels persist. One possible cause is the fallout effects of spatter, matter ejected from the process zone, which may redistribute back onto the powder bed. The understanding of spatter redistribution and its impact on the PBF-LB process is still developing. This work provides insight on the nature and causes of spatter redistribution through a study of process variables and responses. Additionally, fundamental gaps in process-monitoring technology are addressed through a multi-modal sensing approach to spatter measurement. High-resolution optical layer-wise imaging was utilized to capture spatter concentration over the powder bed as a function of carrier gas flow direction, spatter generating workpiece location, distance from said workpiece, gas flow condition, and laser scan direction. These data were compared to ultra-high spatial resolution optical imaging as well as topographical measurements of the powder bed, which served to benchmark data and quantitatively capture powder bed quality measures. Spatter particles themselves were also characterized and correlated to powder bed location. It was concluded that even nominal carrier gas flow conditions fail to evacuate large spatter particles, which may be up to five times as large as feedstock powder. Additionally, the vast majority of large spatter particles tended to redistribute within 0–10 mm of the spatter generating workpiece. This observation contradicts commonplace assumptions that spatter may travel the full distance of the powder bed before landing on a workpiece. It also suggests that workpieces self-contaminate with spatter, this possibly being a significant contributor to lack-of-fusion porosity formation.

论激光粉末床熔融中喷溅再分布的性质和原因
最先进的激光束-粉末床熔融(PBF-LB)金属增材制造(AM)系统能够生产高密度工件,而不会出现系统性缺陷。然而,随机出现的缺陷仍会对材料质量水平产生重大影响。其中一个可能的原因是喷溅物的落尘效应,即从加工区喷出的物质可能会重新分布到粉末床上。人们对飞溅再分布及其对 PBF-LB 工艺影响的认识仍在发展之中。本研究通过对工艺变量和反应的研究,深入了解了飞溅再分布的性质和原因。此外,还通过一种多模式飞溅测量传感方法,解决了工艺监控技术的基本空白。利用高分辨率光学分层成像技术,捕捉粉末床上的飞溅浓度与载气流动方向、产生飞溅的工件位置、与所述工件的距离、气体流动条件和激光扫描方向的函数关系。这些数据与超高空间分辨率光学成像以及粉末床的地形测量结果进行了比较,后者可作为基准数据,定量捕捉粉末床的质量指标。还对飞溅颗粒本身进行了表征,并将其与粉末床位置相关联。得出的结论是,即使是标称的载气流动条件也无法排空大的飞溅颗粒,这些颗粒的大小可能是原料粉末的五倍。此外,绝大多数大的飞溅颗粒往往在产生飞溅的工件 0-10 毫米范围内重新分布。这一观察结果与通常的假设相矛盾,即飞溅物在落到工件上之前,可能会飞越整个粉末床的距离。它还表明,工件会自我污染飞溅物,这可能是熔合不足气孔形成的重要原因。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Manufacturing Processes
Journal of Manufacturing Processes ENGINEERING, MANUFACTURING-
CiteScore
10.20
自引率
11.30%
发文量
833
审稿时长
50 days
期刊介绍: The aim of the Journal of Manufacturing Processes (JMP) is to exchange current and future directions of manufacturing processes research, development and implementation, and to publish archival scholarly literature with a view to advancing state-of-the-art manufacturing processes and encouraging innovation for developing new and efficient processes. The journal will also publish from other research communities for rapid communication of innovative new concepts. Special-topic issues on emerging technologies and invited papers will also be published.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信