Shallow-angled jet impingement generated channel geometry prediction in milling Ti-6Al-4V alloy

IF 6.8 1区 工程技术 Q1 ENGINEERING, MANUFACTURING Journal of Manufacturing Processes Pub Date : 2025-01-31 Epub Date: 2025-01-03 DOI:10.1016/j.jmapro.2024.12.047
Deepu Kumar T.N., Srinivasu D.S.
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Abstract

To manufacture complex parts using abrasive waterjets (AWJs) in milling mode, one should ensure that the local features of the target part geometry match with the channel shape produced by manipulating the operating parameters, such as jet impingement angle (α) and traverse speed (Vf). Hence, generating surfaces with tight tolerances demands control over the channel cross-section profile (CP) and its characteristics (maximum erosion depth, top width, cross-section area, and trailing edge angle). Despite AWJ technology's existence for decades, there have been limited attempts to obtain control over channel geometries. Since AWJ is a complex three-phase mixture (air-water-particles), determining the particle flow properties in AWJ for material removal is of utmost importance. These circumstances seek to establish a modelling approach for predicting the channel geometry under the change in α and Vf. This paper proposes an innovative model for predicting CPs obtained at shallow-angle jet (SAJ) impinged erosion trials, incorporating the insights gained on channel formation mathematically. The Ti-6Al-4V alloy is highly challenging to mill by conventional methods used for experiments. The modelling results demonstrate that by considering the mathematical relationship between the specific cutting energy associated with α and Vf and corresponding jet flow properties in the model, the prediction capability improved by 98 %. Overall, within the range of α (500–900) and Vf (3000–5000 mm/min), the model's prediction error of channel characteristics is <10 %, and the mean absolute error in channel shape is 22.74 μm. Strong conformity is observed with a correlation coefficient of 0.98 between modelled and experimental profiles.

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浅角度射流冲击产生的铣削Ti-6Al-4V合金通道几何形状预测
为了在铣削模式下使用磨料水射流(awj)制造复杂零件,必须确保目标零件的局部几何特征与通过操纵射流冲击角(α)和横掠速度(Vf)等操作参数产生的通道形状相匹配。因此,要产生具有严格公差的表面,就需要控制沟道截面轮廓(CP)及其特性(最大侵蚀深度、顶宽、横截面面积和尾缘角)。尽管AWJ技术已经存在了几十年,但在控制通道几何形状方面的尝试有限。由于AWJ是一种复杂的三相混合物(空气-水颗粒),因此确定AWJ中颗粒的流动特性对于去除材料至关重要。这些情况寻求建立一种建模方法来预测α和Vf变化下的通道几何形状。本文提出了一种创新的模型,用于预测浅角射流(SAJ)撞击侵蚀试验中获得的CPs,并结合了对通道形成的数学见解。Ti-6Al-4V合金在实验中采用常规的铣削方法是极具挑战性的。建模结果表明,在模型中考虑与α和Vf相关的切削比能与相应的射流特性之间的数学关系后,预测能力提高了98%。总体而言,在α(500 ~ 900)和Vf (3000 ~ 5000 mm/min)范围内,该模型对通道特性的预测误差为10%,通道形状的平均绝对误差为22.74 μm。模型剖面与实验剖面的相关系数为0.98,具有很强的符合性。
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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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