Microstructure evolution modeling of Ti6Al4V alloy during cutting using the Particle Finite Element Method and homogeneous field distributions

IF 6.1 1区 工程技术 Q1 ENGINEERING, MANUFACTURING Journal of Manufacturing Processes Pub Date : 2024-09-09 DOI:10.1016/j.jmapro.2024.09.011
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Abstract

This paper aims to explore the evolution of microstructural parameters induced during the cutting of Ti6Al4V alloy (TC4). The microstructure characteristics of the workpiece material is directly tied to its mechanical response during machining. During TC4 cutting, microstructure evolution is observed as a result of severe plastic deformations. The characterization of this phenomenon has significant interest from both academia and industry. In this work we present a developed modeling technique which combines the Particle Finite Element Method (PFEM) with incremental homogeneous field distributions. First, the PFEM is extended to perform a thermo-mechanical analysis capable of capturing the material responses of TC4 during orthogonal cutting. To generate serrated chips, an appropriate strain softening-based constitutive plasticity model i.e., TANH (Hyperbolic TANgent) is utilized. The PFEM’s validity is checked through comparison with available experimental results in terms of chip shapes and cutting forces. Second, the evolution of microstructural parameters such as dislocation density, vacancy concentration, dynamic recrystallization (DRx) grain size, and hardness is incrementally developed and incorporated into the PFEM using internal state variables as homogeneous field distributions. The Johnson–Mehl–Avrami–Kolmogorov (JMAK) model and Hall–Petch equation are applied for predicting grain size and hardness, respectively. The parameters of the corresponding models are modified for TC4 to accurately capture their alterations. Lastly, the predicted results of the microstructure evolution in serrated chips and machined surfaces, including average grain size and hardness, are compared with experiments, demonstrating good agreement. This implies that the PFEM combined with microscale schemes can reliably simulate the machining process of the TC4.

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利用粒子有限元法和均质场分布建立 Ti6Al4V 合金切削过程中的微观结构演变模型
本文旨在探讨 Ti6Al4V 合金 (TC4) 切削过程中引起的微观结构参数的演变。工件材料的微观结构特征与其在加工过程中的机械响应直接相关。在 TC4 切削过程中,由于严重的塑性变形,可以观察到微观结构的演变。学术界和工业界对这一现象的表征都非常感兴趣。在这项工作中,我们介绍了一种将粒子有限元法(PFEM)与增量均匀场分布相结合的建模技术。首先,我们对 PFEM 进行了扩展,以执行能够捕捉正交切削过程中 TC4 材料响应的热机械分析。为了生成锯齿状切屑,使用了一个适当的基于应变软化的构成塑性模型,即 TANH(双曲 TANgent)。通过与现有实验结果在切屑形状和切削力方面的比较,检验了 PFEM 的有效性。其次,利用内部状态变量作为均匀场分布,逐步开发微结构参数(如位错密度、空位浓度、动态再结晶 (DRx) 晶粒大小和硬度)的演变,并将其纳入 PFEM。约翰逊-梅尔-阿夫拉米-科尔莫戈罗夫(JMAK)模型和霍尔-佩奇方程分别用于预测晶粒尺寸和硬度。针对 TC4 修改了相应模型的参数,以准确捕捉其变化。最后,将锯齿状切屑和加工表面的微观结构演变(包括平均晶粒尺寸和硬度)的预测结果与实验结果进行比较,结果表明两者具有良好的一致性。这意味着 PFEM 与微尺度方案相结合可以可靠地模拟 TC4 的加工过程。
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来源期刊
Journal of Manufacturing Processes
Journal of Manufacturing Processes ENGINEERING, MANUFACTURING-
CiteScore
10.20
自引率
11.30%
发文量
833
审稿时长
50 days
期刊介绍: The aim of the Journal of Manufacturing Processes (JMP) is to exchange current and future directions of manufacturing processes research, development and implementation, and to publish archival scholarly literature with a view to advancing state-of-the-art manufacturing processes and encouraging innovation for developing new and efficient processes. The journal will also publish from other research communities for rapid communication of innovative new concepts. Special-topic issues on emerging technologies and invited papers will also be published.
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