arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2303.04476cond-mat.mtrl-scics.NAmath.NA
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合金增材制造过程中高热力学条件下代表性位错结构的演化建模

Modeling the evolution of representative dislocation structures under high thermo-mechanical conditions during Additive Manufacturing of Alloys

Markus Sudmanns, Athanasios P. Iliopoulos, Andrew J. Birnbaum, John G. Michopoulos, Jaafar A. El-Awady

AI总结:

该研究以AISI 316L不锈钢LPBF冷却过程残余应力形成为例,结合热力有限元与大规模三维DDD模拟,分析模拟域约束对位错结构的影响,提出RVE表征准则,为介观材料模拟提供基础。

摘要:

金属离散缺陷的介观模拟为研究高热力载荷条件下塑性变形的微观机制提供了理想框架。为在控制计算成本的同时弥合尺寸和时间尺度的差距,研究人员通常采用代表性体积单元(RVEs)的概念。该方法考察的体积内的微观结构演化可代表材料的整体行为。然而,在具有复杂热力加载历史的场景中,需要仔细考量时间尺度和模拟域方面的建模约束对预测结果的影响。我们以AISI 316L不锈钢激光粉末床熔融(LPBF)冷却过程中的残余应力形成为例,研究了模拟体积内非均匀位错结构形成的表征问题。我们通过一系列大规模三维离散位错动力学(DDD)模拟实现了这一目标,模拟过程辅以LPBF工艺的热力有限元建模。结果表明,周期性模拟域尺寸不足会导致位错图案反映出初级胞元的边界特征。更大尺寸的模拟域中观察到的位错相互作用更为显著,凸显了模拟域约束对力学性能预测的重要性。我们提出了代表性体积单元的表征准则,该准则通过捕捉位错结构与块体材料的一致性来实现。本研究为未来块体材料行为介观模拟中非均匀微观结构形成的相关研究提供了基础。

英文摘要:

Mesoscale simulations of discrete defects in metals provide an ideal framework to investigate the micro-scale mechanisms governing the plastic deformation under high thermal and mechanical loading conditions. To bridge size and time-scale while limiting computational effort, typically the concept of representative volume elements (RVEs) is employed. This approach considers the microstructure evolution in a volume that is representative of the overall material behavior. However, in settings with complex thermal and mechanical loading histories careful consideration of the impact of modeling constraints in terms of time scale and simulation domain on predicted results is required. We address the representation of heterogeneous dislocation structure formation in simulation volumes using the example of residual stress formation during cool-down of laser powder-bed fusion (LPBF) of AISI 316L stainless steel. This is achieved by a series of large-scale three-dimensional discrete dislocation dynamics (DDD) simulations assisted by thermo-mechanical finite element modeling of the LPBF process. Our results show that insufficient size of periodic simulation domains can result in dislocation patterns that reflect the boundaries of the primary cell. More pronounced dislocation interaction observed for larger domains highlight the significance of simulation domain constraints for predicting mechanical properties. We formulate criteria that characterize representative volume elements by capturing the conformity of the dislocation structure to the bulk material. This work provides a basis for future investigations of heterogeneous microstructure formation in mesoscale simulations of bulk material behavior.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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