用有限差分蒙特卡洛法建立激光粉末床熔融 Ti-6Al-4V 的凝固和结晶纹理模型

IF 3 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY Materialia Pub Date : 2024-10-30 DOI:10.1016/j.mtla.2024.102279
Bonnie C. Whitney , Theron M. Rodgers , Anthony G. Spangenberger , Aashique A. Rezwan , David Montes de Oca Zapiain , Diana A. Lados
{"title":"用有限差分蒙特卡洛法建立激光粉末床熔融 Ti-6Al-4V 的凝固和结晶纹理模型","authors":"Bonnie C. Whitney ,&nbsp;Theron M. Rodgers ,&nbsp;Anthony G. Spangenberger ,&nbsp;Aashique A. Rezwan ,&nbsp;David Montes de Oca Zapiain ,&nbsp;Diana A. Lados","doi":"10.1016/j.mtla.2024.102279","DOIUrl":null,"url":null,"abstract":"<div><div>Laser powder bed fusion (LPBF) additive manufacturing makes near-net-shaped parts with reduced material cost and time, rising as a promising technology to fabricate Ti-6Al-4 V, a widely used titanium alloy in aerospace and medical industries. However, LPBF Ti-6Al-4 V parts produced with 67° rotation between layers, a scan strategy commonly used to reduce microstructure and property inhomogeneity, have varying grain morphologies and weak crystallographic textures that change depending on processing parameters. This study predicts LPBF Ti-6Al-4 V solidification at three energy levels using a finite difference-Monte Carlo method and validates the simulations with large-area electron backscatter diffraction (EBSD) scans. The developed model accurately shows that a 〈001〉 texture forms at low energy and a 〈111〉 texture occurs at higher energies parallel to the build direction but with a lower strength than the textures observed from EBSD. A validated and well-established method of combining spatial correlation and general spherical harmonics representation of texture is developed to calculate a difference score between simulations and experiments. The quantitative comparison enables effective fine-tuning of nucleation density <span><math><mrow><mo>(</mo><msub><mi>N</mi><mn>0</mn></msub><mo>)</mo></mrow></math></span> input, which shows a nonlinear relationship with increasing energy level. Future improvements in texture prediction code and a more comprehensive study of <span><math><msub><mi>N</mi><mn>0</mn></msub></math></span> with different energy levels will further advance the optimization of LPBF Ti-6Al-4 V components. These developments contribute a novel understanding of crystallographic texture formation in LPBF Ti-6Al-4 V, the development of robust model validation and calibration pipeline methodologies, and provide a platform for mechanical property prediction and process parameter optimization.</div></div>","PeriodicalId":47623,"journal":{"name":"Materialia","volume":"38 ","pages":"Article 102279"},"PeriodicalIF":3.0000,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Solidification and crystallographic texture modeling of laser powder bed fusion Ti-6Al-4V using finite difference-monte carlo method\",\"authors\":\"Bonnie C. Whitney ,&nbsp;Theron M. Rodgers ,&nbsp;Anthony G. Spangenberger ,&nbsp;Aashique A. Rezwan ,&nbsp;David Montes de Oca Zapiain ,&nbsp;Diana A. Lados\",\"doi\":\"10.1016/j.mtla.2024.102279\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Laser powder bed fusion (LPBF) additive manufacturing makes near-net-shaped parts with reduced material cost and time, rising as a promising technology to fabricate Ti-6Al-4 V, a widely used titanium alloy in aerospace and medical industries. However, LPBF Ti-6Al-4 V parts produced with 67° rotation between layers, a scan strategy commonly used to reduce microstructure and property inhomogeneity, have varying grain morphologies and weak crystallographic textures that change depending on processing parameters. This study predicts LPBF Ti-6Al-4 V solidification at three energy levels using a finite difference-Monte Carlo method and validates the simulations with large-area electron backscatter diffraction (EBSD) scans. The developed model accurately shows that a 〈001〉 texture forms at low energy and a 〈111〉 texture occurs at higher energies parallel to the build direction but with a lower strength than the textures observed from EBSD. A validated and well-established method of combining spatial correlation and general spherical harmonics representation of texture is developed to calculate a difference score between simulations and experiments. The quantitative comparison enables effective fine-tuning of nucleation density <span><math><mrow><mo>(</mo><msub><mi>N</mi><mn>0</mn></msub><mo>)</mo></mrow></math></span> input, which shows a nonlinear relationship with increasing energy level. Future improvements in texture prediction code and a more comprehensive study of <span><math><msub><mi>N</mi><mn>0</mn></msub></math></span> with different energy levels will further advance the optimization of LPBF Ti-6Al-4 V components. These developments contribute a novel understanding of crystallographic texture formation in LPBF Ti-6Al-4 V, the development of robust model validation and calibration pipeline methodologies, and provide a platform for mechanical property prediction and process parameter optimization.</div></div>\",\"PeriodicalId\":47623,\"journal\":{\"name\":\"Materialia\",\"volume\":\"38 \",\"pages\":\"Article 102279\"},\"PeriodicalIF\":3.0000,\"publicationDate\":\"2024-10-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Materialia\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S258915292400276X\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Materialia","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S258915292400276X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

摘要

激光粉末床熔融(LPBF)快速成型制造技术可制造近网状零件,同时降低材料成本并缩短时间,是制造航空航天和医疗行业广泛使用的钛合金--Ti-6Al-4 V 的一项前景广阔的技术。然而,层间旋转 67° 生产的 LPBF Ti-6Al-4 V 零件(一种常用于减少微观结构和性能不均匀性的扫描策略)具有不同的晶粒形态和随加工参数变化的弱晶体纹理。本研究采用有限差分蒙特卡罗方法预测了 LPBF Ti-6Al-4 V 在三个能级上的凝固情况,并通过大面积电子反向散射衍射 (EBSD) 扫描验证了模拟结果。所建立的模型精确地表明,在低能量下会形成〈001〉纹理,而在与製造方向平行的较高能量下会出现〈111〉纹理,但其强度低于 EBSD 观察到的纹理。结合纹理的空间相关性和一般球形谐波表示法,我们开发了一种经过验证的成熟方法,用于计算模拟和实验之间的差异分值。通过定量比较,可以对成核密度 (N0) 输入进行有效微调,成核密度与能级的增加呈非线性关系。未来纹理预测代码的改进和对不同能级 N0 的更全面研究将进一步推动 LPBF Ti-6Al-4 V 组件的优化。这些进展有助于对 LPBF Ti-6Al-4 V 晶体纹理形成的新理解,有助于开发稳健的模型验证和校准管道方法,并为机械性能预测和工艺参数优化提供了一个平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Solidification and crystallographic texture modeling of laser powder bed fusion Ti-6Al-4V using finite difference-monte carlo method
Laser powder bed fusion (LPBF) additive manufacturing makes near-net-shaped parts with reduced material cost and time, rising as a promising technology to fabricate Ti-6Al-4 V, a widely used titanium alloy in aerospace and medical industries. However, LPBF Ti-6Al-4 V parts produced with 67° rotation between layers, a scan strategy commonly used to reduce microstructure and property inhomogeneity, have varying grain morphologies and weak crystallographic textures that change depending on processing parameters. This study predicts LPBF Ti-6Al-4 V solidification at three energy levels using a finite difference-Monte Carlo method and validates the simulations with large-area electron backscatter diffraction (EBSD) scans. The developed model accurately shows that a 〈001〉 texture forms at low energy and a 〈111〉 texture occurs at higher energies parallel to the build direction but with a lower strength than the textures observed from EBSD. A validated and well-established method of combining spatial correlation and general spherical harmonics representation of texture is developed to calculate a difference score between simulations and experiments. The quantitative comparison enables effective fine-tuning of nucleation density (N0) input, which shows a nonlinear relationship with increasing energy level. Future improvements in texture prediction code and a more comprehensive study of N0 with different energy levels will further advance the optimization of LPBF Ti-6Al-4 V components. These developments contribute a novel understanding of crystallographic texture formation in LPBF Ti-6Al-4 V, the development of robust model validation and calibration pipeline methodologies, and provide a platform for mechanical property prediction and process parameter optimization.
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
Materialia
Materialia MATERIALS SCIENCE, MULTIDISCIPLINARY-
CiteScore
6.40
自引率
2.90%
发文量
345
审稿时长
36 days
期刊介绍: Materialia is a multidisciplinary journal of materials science and engineering that publishes original peer-reviewed research articles. Articles in Materialia advance the understanding of the relationship between processing, structure, property, and function of materials. Materialia publishes full-length research articles, review articles, and letters (short communications). In addition to receiving direct submissions, Materialia also accepts transfers from Acta Materialia, Inc. partner journals. Materialia offers authors the choice to publish on an open access model (with author fee), or on a subscription model (with no author fee).
期刊最新文献
Mechano-chemical competition in driven complex concentrated alloys Nucleation of recrystallization: A new approach to consider the evolution of the substructure in the system Thermoelectric properties of Bi2Te3-based prepared by directional solidification under a high magnetic field Effect of thermal history on performance of bulk metallic glass spacecraft components Multi-phase-field lattice Boltzmann modeling and simulations of semi-solid simple shear deformation
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1