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用于金属增材制造熔池模拟的连续表面通量模型的精度提高

Improved accuracy of continuum surface flux models for metal additive manufacturing melt pool simulations.

作者信息

Much Nils, Schreter-Fleischhacker Magdalena, Munch Peter, Kronbichler Martin, Wall Wolfgang A, Meier Christoph

机构信息

Institute for Computational Mechanics, Technical University of Munich, Boltzmannstrasse 15, Garching, 85748 Germany.

Department of Information Technology, Uppsala University, P.O. Box 337, Uppsala, 75105 Sweden.

出版信息

Adv Model Simul Eng Sci. 2024;11(1):16. doi: 10.1186/s40323-024-00270-6. Epub 2024 Aug 22.

DOI:10.1186/s40323-024-00270-6
PMID:39184936
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11341609/
Abstract

Computational modeling of the melt pool dynamics in laser-based powder bed fusion metal additive manufacturing (PBF-LB/M) promises to shed light on fundamental mechanisms of defect generation. These processes are accompanied by rapid evaporation so that the evaporation-induced recoil pressure and cooling arise as major driving forces for fluid dynamics and temperature evolution. The magnitude of these interface fluxes depends exponentially on the melt pool surface temperature, which, therefore, has to be predicted with high accuracy. The present work utilizes a diffuse interface finite element model based on a continuum surface flux (CSF) description of interface fluxes to study dimensionally reduced thermal two-phase problems representative for PBF-LB/M in a finite element framework. It is demonstrated that the extreme temperature gradients combined with the high ratios of material properties between metal and ambient gas lead to significant errors in the interface temperatures and fluxes when classical CSF approaches, along with typical interface thicknesses and discretizations, are applied. It is expected that this finding is also relevant for other types of diffuse interface PBF-LB/M melt pool models. A novel parameter-scaled CSF approach is proposed, which is constructed to yield a smoother temperature field in the diffuse interface region, significantly increasing the solution accuracy. The interface thickness required to predict the temperature field with a given level of accuracy is less restrictive by at least one order of magnitude for the proposed parameter-scaled approach compared to classical CSF, drastically reducing computational costs. Finally, we showcase the general applicability of the parameter-scaled CSF to a 3D simulation of stationary laser melting of PBF-LB/M considering the fully coupled thermo-hydrodynamic multi-phase problem, including phase change.

摘要

基于激光的粉末床熔融金属增材制造(PBF-LB/M)中熔池动力学的计算建模有望揭示缺陷产生的基本机制。这些过程伴随着快速蒸发,因此蒸发引起的反冲压力和冷却成为流体动力学和温度演变的主要驱动力。这些界面通量的大小与熔池表面温度呈指数关系,因此必须高精度地预测该温度。本工作利用基于界面通量的连续表面通量(CSF)描述的扩散界面有限元模型,在有限元框架内研究代表PBF-LB/M的降维热两相问题。结果表明,当应用经典的CSF方法以及典型的界面厚度和离散化时,极端的温度梯度与金属和环境气体之间材料特性的高比率会导致界面温度和通量出现显著误差。预计这一发现也适用于其他类型的扩散界面PBF-LB/M熔池模型。提出了一种新的参数缩放CSF方法,该方法旨在在扩散界面区域产生更平滑的温度场,显著提高求解精度。与经典CSF相比,对于所提出的参数缩放方法,以给定精度预测温度场所需的界面厚度限制至少降低了一个数量级,从而大幅降低了计算成本。最后,我们展示了参数缩放CSF在考虑完全耦合的热流体动力学多相问题(包括相变)的PBF-LB/M固定激光熔化三维模拟中的普遍适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/86cc88278b1d/40323_2024_270_Fig12_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/86cc88278b1d/40323_2024_270_Fig12_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/d4855aa0c958/40323_2024_270_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/6174a3e08791/40323_2024_270_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/ecb0e4b99d60/40323_2024_270_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/68cf1ea71954/40323_2024_270_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/4cda189b303c/40323_2024_270_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/df4f4eab94ff/40323_2024_270_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/2ed886555852/40323_2024_270_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/daef08b0f1d7/40323_2024_270_Fig11_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb4f/11341609/86cc88278b1d/40323_2024_270_Fig12_HTML.jpg

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The interplay between vapour, liquid, and solid phases in laser powder bed fusion.激光粉末床熔融中气相、液相和固相之间的相互作用。
Nat Commun. 2022 May 26;13(1):2959. doi: 10.1038/s41467-022-30667-z.
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Keyhole threshold and morphology in laser melting revealed by ultrahigh-speed x-ray imaging.通过超高速X射线成像揭示激光熔化中的匙孔阈值和形态。
Science. 2019 Feb 22;363(6429):849-852. doi: 10.1126/science.aav4687.