激光粉末床熔合对GH4169薄壁零件微观结构变化的洞察:耦合有限元/细胞自动机研究

IF 4.6 2区 工程技术 Q1 ENGINEERING, MECHANICAL
Peng-Hang Ling  (, ), Wu-Gui Jiang  (, ), Zhan-Cai Zhan  (, ), Tao Chen  (, ), Qing-Hua Qin  (, ), Long-Hui Mao  (, )
{"title":"激光粉末床熔合对GH4169薄壁零件微观结构变化的洞察:耦合有限元/细胞自动机研究","authors":"Peng-Hang Ling \n (,&nbsp;),&nbsp;Wu-Gui Jiang \n (,&nbsp;),&nbsp;Zhan-Cai Zhan \n (,&nbsp;),&nbsp;Tao Chen \n (,&nbsp;),&nbsp;Qing-Hua Qin \n (,&nbsp;),&nbsp;Long-Hui Mao \n (,&nbsp;)","doi":"10.1007/s10409-025-24808-x","DOIUrl":null,"url":null,"abstract":"<div><p>The complex characteristics of thin-walled parts fabricated by laser powder bed fusion (LPBF), particularly the dependence of their microstructures on wall thickness and scanning strategies, pose significant challenges for this technology. This paper presents a predictive model for microstructural evolution of LPBF-fabricated thin-walled components, integrating three-dimensional cellular automaton (CA) with finite element (FE) analysis. The FE method is employed to solve the temperature field of thin-walled components during LPBF, and the resulting temperature history is used to predict microstructural evolution in the CA model. Experimental validation via electron back scatter diffraction (EBSD) on a 4 mm-thick specimen confirms a high degree of agreement between model predictions and experimental results. The study reveals that when the thickness of samples prepared by LPBF is reduced from 4 mm to 0.4 mm, there is a significant coarsening of grain size. Additionally, grains at the bottom are observed to be coarser compared to those at the top, which is attributed to epitaxial growth and remelting. Furthermore, the study explores microstructural changes induced by manipulating laser power and scanning speed, while maintaining constant energy density. The findings indicate that grain morphology and size remain consistent across varying parameters, emphasizing the dominant influence of energy density. Within a predefined scanning strategy, an upsurge in laser energy density leads to an enlargement of the average grain size. Notably, the implementation of a cross-scanning strategy alters the melt pool orientation, disrupting the directional grain growth and fostering the formation of finer grains. This underscores the crucial significance of processing techniques in LPBF.</p></div>","PeriodicalId":7109,"journal":{"name":"Acta Mechanica Sinica","volume":"42 7","pages":""},"PeriodicalIF":4.6000,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Insights into microstructural variations in GH4169 thin-walled parts by laser powder bed fusion: a coupling finite-element/cellular-automaton study\",\"authors\":\"Peng-Hang Ling \\n (,&nbsp;),&nbsp;Wu-Gui Jiang \\n (,&nbsp;),&nbsp;Zhan-Cai Zhan \\n (,&nbsp;),&nbsp;Tao Chen \\n (,&nbsp;),&nbsp;Qing-Hua Qin \\n (,&nbsp;),&nbsp;Long-Hui Mao \\n (,&nbsp;)\",\"doi\":\"10.1007/s10409-025-24808-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The complex characteristics of thin-walled parts fabricated by laser powder bed fusion (LPBF), particularly the dependence of their microstructures on wall thickness and scanning strategies, pose significant challenges for this technology. This paper presents a predictive model for microstructural evolution of LPBF-fabricated thin-walled components, integrating three-dimensional cellular automaton (CA) with finite element (FE) analysis. The FE method is employed to solve the temperature field of thin-walled components during LPBF, and the resulting temperature history is used to predict microstructural evolution in the CA model. Experimental validation via electron back scatter diffraction (EBSD) on a 4 mm-thick specimen confirms a high degree of agreement between model predictions and experimental results. The study reveals that when the thickness of samples prepared by LPBF is reduced from 4 mm to 0.4 mm, there is a significant coarsening of grain size. Additionally, grains at the bottom are observed to be coarser compared to those at the top, which is attributed to epitaxial growth and remelting. Furthermore, the study explores microstructural changes induced by manipulating laser power and scanning speed, while maintaining constant energy density. The findings indicate that grain morphology and size remain consistent across varying parameters, emphasizing the dominant influence of energy density. Within a predefined scanning strategy, an upsurge in laser energy density leads to an enlargement of the average grain size. Notably, the implementation of a cross-scanning strategy alters the melt pool orientation, disrupting the directional grain growth and fostering the formation of finer grains. This underscores the crucial significance of processing techniques in LPBF.</p></div>\",\"PeriodicalId\":7109,\"journal\":{\"name\":\"Acta Mechanica Sinica\",\"volume\":\"42 7\",\"pages\":\"\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-08-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Acta Mechanica Sinica\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10409-025-24808-x\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MECHANICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Acta Mechanica Sinica","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s10409-025-24808-x","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
引用次数: 0

摘要

激光粉末床熔合薄壁零件的复杂特性,特别是其微结构对壁厚和扫描策略的依赖性,对该技术提出了重大挑战。本文提出了一种将三维元胞自动机(CA)与有限元(FE)分析相结合的lpbf薄壁构件微观结构演变预测模型。采用有限元法求解薄壁构件在LPBF过程中的温度场,并利用得到的温度历史预测CA模型中的微观组织演变。通过电子背散射衍射(EBSD)在4 mm厚的样品上进行的实验验证证实了模型预测与实验结果之间的高度一致性。研究表明,当LPBF制备的样品厚度从4 mm减小到0.4 mm时,晶粒尺寸明显变粗。此外,观察到底部的晶粒比顶部的晶粒粗,这是由于外延生长和重熔所致。此外,研究还探讨了在保持恒定能量密度的情况下,通过控制激光功率和扫描速度所引起的微观结构变化。结果表明,晶粒形态和尺寸在不同参数下保持一致,强调能量密度的主导影响。在预定义的扫描策略中,激光能量密度的增加导致平均晶粒尺寸的增大。值得注意的是,交叉扫描策略的实施改变了熔池的取向,破坏了晶粒的定向生长,促进了更细晶粒的形成。这强调了处理技术在LPBF中的重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Insights into microstructural variations in GH4169 thin-walled parts by laser powder bed fusion: a coupling finite-element/cellular-automaton study

The complex characteristics of thin-walled parts fabricated by laser powder bed fusion (LPBF), particularly the dependence of their microstructures on wall thickness and scanning strategies, pose significant challenges for this technology. This paper presents a predictive model for microstructural evolution of LPBF-fabricated thin-walled components, integrating three-dimensional cellular automaton (CA) with finite element (FE) analysis. The FE method is employed to solve the temperature field of thin-walled components during LPBF, and the resulting temperature history is used to predict microstructural evolution in the CA model. Experimental validation via electron back scatter diffraction (EBSD) on a 4 mm-thick specimen confirms a high degree of agreement between model predictions and experimental results. The study reveals that when the thickness of samples prepared by LPBF is reduced from 4 mm to 0.4 mm, there is a significant coarsening of grain size. Additionally, grains at the bottom are observed to be coarser compared to those at the top, which is attributed to epitaxial growth and remelting. Furthermore, the study explores microstructural changes induced by manipulating laser power and scanning speed, while maintaining constant energy density. The findings indicate that grain morphology and size remain consistent across varying parameters, emphasizing the dominant influence of energy density. Within a predefined scanning strategy, an upsurge in laser energy density leads to an enlargement of the average grain size. Notably, the implementation of a cross-scanning strategy alters the melt pool orientation, disrupting the directional grain growth and fostering the formation of finer grains. This underscores the crucial significance of processing techniques in LPBF.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Acta Mechanica Sinica
Acta Mechanica Sinica 物理-工程:机械
CiteScore
5.60
自引率
20.00%
发文量
1807
审稿时长
4 months
期刊介绍: Acta Mechanica Sinica, sponsored by the Chinese Society of Theoretical and Applied Mechanics, promotes scientific exchanges and collaboration among Chinese scientists in China and abroad. It features high quality, original papers in all aspects of mechanics and mechanical sciences. Not only does the journal explore the classical subdivisions of theoretical and applied mechanics such as solid and fluid mechanics, it also explores recently emerging areas such as biomechanics and nanomechanics. In addition, the journal investigates analytical, computational, and experimental progresses in all areas of mechanics. Lastly, it encourages research in interdisciplinary subjects, serving as a bridge between mechanics and other branches of engineering and the sciences. In addition to research papers, Acta Mechanica Sinica publishes reviews, notes, experimental techniques, scientific events, and other special topics of interest. Related subjects » Classical Continuum Physics - Computational Intelligence and Complexity - Mechanics
×
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:604180095
Book学术官方微信