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Precise Drilling of Holes in Alumina Ceramic (Al2O3) by Rotary Ultrasonic Drilling and its Parameter Optimization using MOGA-II

机译:旋转超声在氧化铝陶瓷(Al2O3)中精确钻孔及其参数优化

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摘要

Alumina is an advanced ceramic with applications in dental and medical sciences. Since ceramics are hard and brittle, their conventional machining is expensive, arduous, and time-consuming. As rotary ultrasonic machining is among the most adequate and proficient processing techniques for brittle materials like ceramics. Therefore, in this study, rotary ultrasonic drilling (RUD) has been utilized to drill holes on alumina ceramic (Al O ). This study investigates the effect of key RUD process variables, namely vibration frequency, vibration amplitude, spindle speed, and feed rate on the dimensional accuracy of the drilled holes. A four-variable three-level central composite design (thirty experiments on three sample plates) is utilized to examine the comparative significance of different RUD process variables. The multi-objective genetic algorithm is employed to determine the optimal parametric conditions. The findings revealed that material removal rates depend on feed rate, while the cylindricity of the holes is mostly controlled by the speed and feed rate of the spindles. The optimal parametric combination attained for drilling quality holes is speed = 4000 rpm, feed rate = 1.5 (mm/min), amplitude = 20 (µm), and frequency = 23 (kHz). The validation tests were also conducted to confirm the quality of drilled holes at the optimized process parameters.
机译:氧化铝是一种先进的陶瓷,可用于牙科和医学领域。由于陶瓷坚硬易碎,因此它们的常规加工昂贵,费时且费时。由于旋转超声加工是用于脆性材料(如陶瓷)的最充分,最熟练的加工技术之一。因此,在这项研究中,旋转超声钻孔(RUD)已用于在氧化铝陶瓷(Al O)上钻孔。这项研究调查了关键的RUD过程变量,即振动频率,振动幅度,主轴转速和进给速率对钻孔尺寸精度的影响。采用四变量三级中央复合设计(在三个样品板上进行了三十次实验)来检验不同RUD工艺变量的比较意义。采用多目标遗传算法确定最优参数条件。研究结果表明,材料去除率取决于进给速度,而孔的圆柱度主要由主轴的速度和进给速度控制。钻孔质量最佳的参数组合是速度= 4000 rpm,进给速度= 1.5(mm / min),振幅= 20(µm)和频率= 23(kHz)。还进行了验证测试,以确认在最佳工艺参数下钻孔的质量。

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