Topography prediction of high-aspect ratio features milled with overlapping abrasive slurry jet footprints considering fluid confinement effects

IF 14 1区 工程技术 Q1 ENGINEERING, MANUFACTURING International Journal of Machine Tools & Manufacture Pub Date : 2024-03-07 DOI:10.1016/j.ijmachtools.2024.104145
Majid Moghaddam, Marcello Papini
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Abstract

Overlapping adjacent passes of abrasive slurry jets can be used to fabricate micro-pockets or blind micro-slots. This study investigates the propagation of surfaces milled using overlapping passes of a high-pressure abrasive slurry jet on a ductile 6061-T6 target over a wide range of aspect ratios. Features such as shallow pockets with low aspect ratios to deep slots with aspect ratios ∼1.5 were fabricated to investigate the correlations between the aspect ratio, degree of pass overlap, and number of repeating passes with the machined surface evolution characteristics. A comprehensive model was presented that combined computational fluid dynamics (CFD) with surface evolution to predict the evolving machined feature topography after each of the overlapping and repeating passes, and to provide insights into experimental observations. The model explicitly considered the CFD-predicted local particle impact angles and velocities as well as effects due to secondary impacts, high sidewall slopes, and stagnation effects. For larger degrees of overlap, measurements revealed a more than linear rate of increase in depth after each repeat of two adjacent overlapped passes, as opposed to a linear depth increase for smaller overlaps and blind pockets. Large overlaps were found to result in asymmetric features. Up to a critical aspect ratio of ∼0.65, the model predicted the surface evolution of the features to within <8.6% of those measured. Beyond that, randomness in the machined feature shape and size made the process challenging to control and the surface evolution difficult to predict. Nevertheless, the model was able to elucidate the reasons for the randomness and other observed phenomena such as the more than linear growth in etch rate, and the occurrence of feature asymmetry. The findings emphasize that flow confinement, increases in the jet's turbulent kinetic energy, and the formation of vortices at the bottom of the machined features are critical factors influencing the machining process, and that in these cases explicit modeling approaches like the one presented in this study must be used.

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考虑到流体约束效应,对使用重叠磨料浆喷射足迹铣削的高宽比特征进行地形预测
相邻磨料浆液喷射重叠喷射可用于制造微凹槽或微盲槽。本研究调查了在韧性 6061-T6 靶件上使用高压磨料浆喷射重叠喷射所铣削的表面在宽纵横比范围内的扩展情况。研究人员制作了从纵横比低的浅槽到纵横比 ∼1.5 的深槽等特征,以研究纵横比、喷射重叠程度和重复喷射次数与加工表面演变特征之间的相关性。研究提出了一个综合模型,将计算流体动力学(CFD)与表面演变相结合,以预测每次重叠和重复通过后加工特征形貌的演变,并为实验观察提供见解。该模型明确考虑了 CFD 预测的局部颗粒撞击角度和速度,以及二次撞击、高侧壁斜度和停滞效应造成的影响。对于较大的重叠度,测量结果显示,在每次重复相邻两次重叠通过后,深度的增加率超过线性增加率,而对于较小的重叠度和盲孔,深度的增加率则低于线性增加率。大面积重叠会产生不对称特征。在临界长宽比 ∼0.65 的范围内,模型预测的特征表面演变与测量值的误差小于 8.6%。除此之外,加工特征形状和尺寸的随机性使得加工过程难以控制,表面演变难以预测。尽管如此,该模型仍能阐明随机性的原因和其他观察到的现象,如蚀刻速率的线性增长和特征不对称的出现。研究结果强调,流动限制、射流湍流动能的增加以及加工特征底部涡流的形成是影响加工过程的关键因素,在这些情况下,必须使用本研究中提出的明确建模方法。
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来源期刊
CiteScore
25.70
自引率
10.00%
发文量
66
审稿时长
18 days
期刊介绍: The International Journal of Machine Tools and Manufacture is dedicated to advancing scientific comprehension of the fundamental mechanics involved in processes and machines utilized in the manufacturing of engineering components. While the primary focus is on metals, the journal also explores applications in composites, ceramics, and other structural or functional materials. The coverage includes a diverse range of topics: - Essential mechanics of processes involving material removal, accretion, and deformation, encompassing solid, semi-solid, or particulate forms. - Significant scientific advancements in existing or new processes and machines. - In-depth characterization of workpiece materials (structure/surfaces) through advanced techniques (e.g., SEM, EDS, TEM, EBSD, AES, Raman spectroscopy) to unveil new phenomenological aspects governing manufacturing processes. - Tool design, utilization, and comprehensive studies of failure mechanisms. - Innovative concepts of machine tools, fixtures, and tool holders supported by modeling and demonstrations relevant to manufacturing processes within the journal's scope. - Novel scientific contributions exploring interactions between the machine tool, control system, software design, and processes. - Studies elucidating specific mechanisms governing niche processes (e.g., ultra-high precision, nano/atomic level manufacturing with either mechanical or non-mechanical "tools"). - Innovative approaches, underpinned by thorough scientific analysis, addressing emerging or breakthrough processes (e.g., bio-inspired manufacturing) and/or applications (e.g., ultra-high precision optics).
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