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Abrasive water jet machining of carbon epoxy composite: Cutting performance, predictive models and optimization

机译:碳环氧复合材料的磨料水射流加工:切削性能,预测模型和优化

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Carbon epoxy composite material has wide applications in naval and aerospace sectors. This paper describes an experimental study of abrasive water jet machining of carbon epoxy composite material. Cutting performance in terms of surface morphology, kerf formation and kerf wall features of machined samples have been studied to infer the basic mechanism of machining. Four process parameters namely hydraulic pressure, traverse rate, stand-off distance and abrasive mass flow rate have been considered. Design of experiments has been performed using response surface methodology and then based on experimental analysis predictive models have been developed to estimate surface roughness and kerf taper. It has been observed that jet pressure and traverse rate are the most significant parameters followed by abrasive mass flow rate and stand-off distance along with some quadratic and interaction terms to control kerf properties. Model predictions have been found in congruence with experimental values. Also, confirmation tests verify the experimental analysis. Further, a multi-response optimization has been performed on the basis of desirability function to improve kerf properties.
机译:碳环氧复合材料在海军和航空航天领域具有广泛的应用。本文描述了碳环氧复合材料的磨料水射流加工的实验研究。研究了加工样品的表面形态,切缝形成和切缝壁特征方面的切削性能,以推断加工的基本机理。已经考虑了四个工艺参数,即液压,横向速度,间隔距离和磨料质量流速。已经使用响应表面方法进行了实验设计,然后基于实验分析开发了预测模型来估计表面粗糙度和切缝锥度。已经观察到,喷射压力和横向速率是最重要的参数,其次是磨料质量流速和间隔距离,以及一些用于控制切缝特性的二次项和相互作用项。已经发现模型预测与实验值一致。另外,确认测试可验证实验分析。此外,已经基于期望函数执行了多响应优化以改善切口特性。

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