High-fidelity thermomechanical simulation of laser powder bed fusion process: Impact of constitutive model choice

IF 4.7 Q2 ENGINEERING, MANUFACTURING
P. Markovic , P. Scheel , R. Wróbel , S. Van Petegem , C. Leinenbach , E. Mazza , E. Hosseini
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引用次数: 0

Abstract

Laser Powder Bed Fusion (LPBF) is a widely adopted metal additive manufacturing technology that enables the fabrication of intricate metal components, yet it faces challenges arising from intrinsic residual stress and distortion development. High-fidelity thermomechanical simulations offer essential insights for predicting and mitigating these effects. The reliability of such simulations depends on various factors, but critically on the material input data, primarily the constitutive model which should accurately represent the material’s deformation behaviour under the complex loading conditions expected during LPBF. The present study integrates an advanced elastic-viscoplastic constitutive model into the LPBF thermomechanical simulation, capable of capturing the cyclic response of LPBF Hastelloy X across a broad range of temperatures and strain rates, and accounting for both isotropic and kinematic hardening. Simulation outcomes are validated against in-situ temperature and distortion measurements obtained during an LPBF experiment for Hastelloy X. Acknowledging the extensive effort required to develop such an advanced constitutive model, this study also calibrates three alternative models of simpler formulation to assess the impact of model selection on simulation outcomes and computational cost. The four investigated models span from rate-dependent elastic-viscoplastic to rate-independent elastic-plastic formulations, each with different capabilities for representing the alloy’s cyclic hardening response. The results provide valuable insights into trade-offs between simulation accuracy, constitutive model development effort, and computational efficiency in LPBF thermomechanical simulations.
激光粉末床熔合过程的高保真热力学模拟:本构模型选择的影响
激光粉末床融合(LPBF)是一种广泛采用的金属增材制造技术,可以制造复杂的金属部件,但它面临着固有残余应力和变形发展带来的挑战。高保真的热力学模拟为预测和减轻这些影响提供了重要的见解。这种模拟的可靠性取决于各种因素,但主要取决于材料输入数据,主要是本构模型,它应该准确地表示材料在LPBF期间预期的复杂加载条件下的变形行为。本研究将先进的弹粘塑性本构模型集成到LPBF热力学模拟中,能够捕获LPBF哈氏合金X在广泛温度和应变速率范围内的循环响应,并考虑各向同性和运动硬化。模拟结果通过在Hastelloy x的LPBF实验中获得的现场温度和变形测量结果进行验证。考虑到开发这样一个先进的本构模型需要付出大量的努力,本研究还校准了三种更简单的替代模型,以评估模型选择对模拟结果和计算成本的影响。所研究的四种模型涵盖了从速率相关的弹粘塑性到速率无关的弹塑性公式,每种模型都具有不同的能力来表示合金的循环硬化响应。结果提供了有价值的见解之间的权衡模拟精度,本构模型的发展努力,和计算效率在LPBF热力学模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Additive manufacturing letters
Additive manufacturing letters Materials Science (General), Industrial and Manufacturing Engineering, Mechanics of Materials
CiteScore
3.70
自引率
0.00%
发文量
0
审稿时长
37 days
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