• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于集成有限元和元胞自动机方法预测IN718单道激光熔覆中的外延晶粒生长

Prediction of Epitaxial Grain Growth in Single-Track Laser Melting of IN718 Using Integrated Finite Element and Cellular Automaton Approach.

作者信息

Ansari Dezfoli Amir Reza, Lo Yu-Lung, Raza M Mohsin

机构信息

Department of Mechanical Engineering, National Cheng Kung University, No.1, Daxue Rd., East Dist., Tainan City 701, Taiwan.

出版信息

Materials (Basel). 2021 Sep 10;14(18):5202. doi: 10.3390/ma14185202.

DOI:10.3390/ma14185202
PMID:34576428
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8469922/
Abstract

The mechanical properties of selective laser melting (SLM) components are fundamentally dependent on their microstructure. Accordingly, the present study proposes an integrated simulation framework consisting of a three-dimensional (3D) finite element model and a cellular automaton model for predicting the epitaxial grain growth mode in the single-track SLM processing of IN718. The laser beam scattering effect, melt surface evolution, powder volume shrinkage, bulk heterogeneous nucleation, epitaxial growth, and initial microstructure of the substrate are considered. The simulation results show that during single-track SLM processing, coarse epitaxial grains are formed at the melt-substrate interface, while fine grains grow at the melt-powder interface with a density determined by the intensity of the heat input. During the solidification stage, the epitaxial grains and bulk nucleated grains grow toward the top surface of the melt pool along the temperature gradient vectors. The rate of the epitaxial grain growth varies as a function of the orientation and size of the partially melted grains at the melt-substrate boundary, the melt pool size, and the temperature gradient. This is observed that by increasing heat input from 250 J/m to 500 J/m, the average grain size increases by ~20%. In addition, the average grain size reduces by 17% when the initial substrate grain size decreases by 50%. In general, the results show that the microstructure of the processed IN718 alloy can be controlled by adjusting the heat input, preheating conditions, and initial substrate grain size.

摘要

选择性激光熔化(SLM)部件的力学性能从根本上取决于其微观结构。因此,本研究提出了一个由三维(3D)有限元模型和元胞自动机模型组成的集成模拟框架,用于预测IN718单道SLM加工中的外延晶粒生长模式。考虑了激光束散射效应、熔体表面演变、粉末体积收缩、整体异质形核、外延生长以及基板的初始微观结构。模拟结果表明,在单道SLM加工过程中,粗大的外延晶粒在熔体 - 基板界面处形成,而细小晶粒在熔体 - 粉末界面处生长,其密度由热输入强度决定。在凝固阶段,外延晶粒和整体形核晶粒沿着温度梯度向量向熔池顶面生长。外延晶粒生长速率随熔体 - 基板边界处部分熔化晶粒的取向和尺寸、熔池尺寸以及温度梯度而变化。观察到,通过将热输入从250 J/m增加到500 J/m,平均晶粒尺寸增加了约20%。此外,当初始基板晶粒尺寸减小50%时,平均晶粒尺寸减小17%。总体而言,结果表明,通过调整热输入、预热条件和初始基板晶粒尺寸,可以控制加工后的IN718合金的微观结构。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/c2acbd140cc9/materials-14-05202-g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/0cd05edf04c7/materials-14-05202-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/e98a898809d3/materials-14-05202-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/807fe31d35bd/materials-14-05202-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/08d9cc465908/materials-14-05202-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/e725fd792849/materials-14-05202-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/dfc58915db9d/materials-14-05202-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/2d7621a8a745/materials-14-05202-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/f58904ffd5a9/materials-14-05202-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/c0960fa9089b/materials-14-05202-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/d3eb41e79a2f/materials-14-05202-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/110554537726/materials-14-05202-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/7bf183a5f07a/materials-14-05202-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/b68186f935f0/materials-14-05202-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/c2acbd140cc9/materials-14-05202-g014.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/0cd05edf04c7/materials-14-05202-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/e98a898809d3/materials-14-05202-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/807fe31d35bd/materials-14-05202-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/08d9cc465908/materials-14-05202-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/e725fd792849/materials-14-05202-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/dfc58915db9d/materials-14-05202-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/2d7621a8a745/materials-14-05202-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/f58904ffd5a9/materials-14-05202-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/c0960fa9089b/materials-14-05202-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/d3eb41e79a2f/materials-14-05202-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/110554537726/materials-14-05202-g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/7bf183a5f07a/materials-14-05202-g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/b68186f935f0/materials-14-05202-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c810/8469922/c2acbd140cc9/materials-14-05202-g014.jpg

相似文献

1
Prediction of Epitaxial Grain Growth in Single-Track Laser Melting of IN718 Using Integrated Finite Element and Cellular Automaton Approach.基于集成有限元和元胞自动机方法预测IN718单道激光熔覆中的外延晶粒生长
Materials (Basel). 2021 Sep 10;14(18):5202. doi: 10.3390/ma14185202.
2
3D Multi-Track and Multi-Layer Epitaxy Grain Growth Simulations of Selective Laser Melting.选择性激光熔化的3D多轨迹和多层外延晶粒生长模拟
Materials (Basel). 2021 Nov 30;14(23):7346. doi: 10.3390/ma14237346.
3
Texture and Microstructural Features at Different Length Scales in Inconel 718 Produced by Selective Laser Melting.选择性激光熔化制备的Inconel 718合金在不同长度尺度下的织构和微观结构特征
Materials (Basel). 2019 Apr 19;12(8):1293. doi: 10.3390/ma12081293.
4
On the Role of ZrN Particles in the Microstructural Development in a Beta Titanium Alloy Processed by Laser Powder Bed Fusion.ZrN颗粒在激光粉末床熔融加工的β钛合金微观结构演变中的作用
Micromachines (Basel). 2024 Jan 5;15(1):104. doi: 10.3390/mi15010104.
5
Correlation Between Microstructure and Tensile Properties of STS 316L and Inconel 718 Fabricated by Selective Laser Melting (SLM).采用选择性激光熔化(SLM)技术制造的 STS316L 和 Inconel718 的微观结构与拉伸性能的相关性。
J Nanosci Nanotechnol. 2020 Nov 1;20(11):6807-6814. doi: 10.1166/jnn.2020.18792.
6
Investigation of SLM Process in Terms of Temperature Distribution and Melting Pool Size: Modeling and Experimental Approaches.基于温度分布和熔池尺寸的选择性激光熔化工艺研究:建模与实验方法
Materials (Basel). 2019 Apr 18;12(8):1272. doi: 10.3390/ma12081272.
7
Effect of Layer-Wise Varying Parameters on the Microstructure and Soundness of Selective Laser Melted INCONEL 718 Alloy.逐层变化参数对选择性激光熔化INCONEL 718合金微观结构和致密性的影响。
Materials (Basel). 2019 Jul 5;12(13):2165. doi: 10.3390/ma12132165.
8
New Grain Formation by Constitutional Undercooling Due to Remelting of Segregated Microstructures during Powder Bed Fusion.在粉末床熔融过程中,由于偏析微观结构的重熔导致成分过冷而形成新晶粒。
Materials (Basel). 2020 Dec 3;13(23):5517. doi: 10.3390/ma13235517.
9
Three-Dimensional Numerical Simulation of Grain Growth during Selective Laser Melting of 316L Stainless Steel.316L不锈钢选择性激光熔化过程中晶粒生长的三维数值模拟
Materials (Basel). 2022 Sep 30;15(19):6800. doi: 10.3390/ma15196800.
10
Effect of Hatch Spacing on Melt Pool and As-built Quality During Selective Laser Melting of Stainless Steel: Modeling and Experimental Approaches.孵化间距对不锈钢选择性激光熔化过程中熔池和成型质量的影响:建模与实验方法
Materials (Basel). 2018 Dec 24;12(1):50. doi: 10.3390/ma12010050.

引用本文的文献

1
Additive manufacturing of AlO ceramics with MgO/SiC contents by laser powder bed fusion process.通过激光粉末床熔融工艺增材制造含MgO/SiC的AlO陶瓷
Front Chem. 2023 Feb 3;11:1034473. doi: 10.3389/fchem.2023.1034473. eCollection 2023.
2
Advances in Laser Additive Manufacturing of Cobalt-Chromium Alloy Multi-Layer Mesoscopic Analytical Modelling with Experimental Correlations: From Micro-Dendrite Grains to Bulk Objects.钴铬合金激光增材制造多层介观分析建模进展及与实验的相关性:从微观枝晶晶粒到块状物体
Nanomaterials (Basel). 2022 Feb 26;12(5):802. doi: 10.3390/nano12050802.
3
Influence of Silicon Carbide on Direct Powder Bed Selective Laser Process (Sintering/Melting) of Alumina.

本文引用的文献

1
Formability, Microstructure and Properties of Inconel 718 Superalloy Fabricated by Selective Laser Melting Additive Manufacture Technology.选择性激光熔化增材制造技术制备的Inconel 718高温合金的成形性、微观组织与性能
Materials (Basel). 2021 Feb 19;14(4):991. doi: 10.3390/ma14040991.
2
Effect of the Solution Temperature on the Precipitates and Grain Evolution of IN718 Fabricated by Laser Additive Manufacturing.溶液温度对激光增材制造IN718合金的析出相和晶粒演变的影响
Materials (Basel). 2020 Jan 11;13(2):340. doi: 10.3390/ma13020340.
3
Texture and Microstructural Features at Different Length Scales in Inconel 718 Produced by Selective Laser Melting.
碳化硅对氧化铝直接粉末床选择性激光工艺(烧结/熔化)的影响。
Materials (Basel). 2022 Jan 15;15(2):637. doi: 10.3390/ma15020637.
4
Keyhole Formation by Laser Drilling in Laser Powder Bed Fusion of Ti6Al4V Biomedical Alloy: Mesoscopic Computational Fluid Dynamics Simulation versus Mathematical Modelling Using Empirical Validation.钛6铝4钒生物医学合金激光粉末床熔融中激光钻孔形成的匙孔:介观计算流体动力学模拟与基于经验验证的数学建模对比
Nanomaterials (Basel). 2021 Dec 3;11(12):3284. doi: 10.3390/nano11123284.
5
Laser Melting Deposition Additive Manufacturing of Ti6Al4V Biomedical Alloy: Mesoscopic In-Situ Flow Field Mapping via Computational Fluid Dynamics and Analytical Modelling with Empirical Testing.Ti6Al4V生物医学合金的激光熔化沉积增材制造:通过计算流体动力学进行介观原位流场映射以及结合经验测试的分析建模
Materials (Basel). 2021 Dec 15;14(24):7749. doi: 10.3390/ma14247749.
6
Study of Grain Growth in a Ni-Based Superalloy by Experiments and Cellular Automaton Model.基于实验和元胞自动机模型的镍基高温合金晶粒生长研究
Materials (Basel). 2021 Nov 16;14(22):6922. doi: 10.3390/ma14226922.
选择性激光熔化制备的Inconel 718合金在不同长度尺度下的织构和微观结构特征
Materials (Basel). 2019 Apr 19;12(8):1293. doi: 10.3390/ma12081293.
4
Determination and controlling of grain structure of metals after laser incidence: Theoretical approach.激光作用后金属晶粒结构的测定与控制:理论方法。
Sci Rep. 2017 Jan 30;7:41527. doi: 10.1038/srep41527.