采用遗传算法对6061铝合金awjm工艺的切削参数进行了优化

Y. Brucely, K. S. J. Aultrin, Dawn Jaison
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引用次数: 2

摘要

在过去的几年里,我们见证了金属和合金在更硬、韧性和复杂性方面的快速发展。磨料水射流加工是近年来发展起来的一种混合、非传统的加工方法,用于加工各种难加工材料。加工过程中不产生热量是加工热感材料的一种合理方法。加工限制在确定机械经济性和加工质量方面起着主导作用。实验完成并分析了磨料水射流机加工6061铝合金的压力、磨料流量、孔直径、聚焦喷嘴直径和距、工艺参数对金属去除率和锶的影响。根据响应面法设计,对该合金进行了不同输入参数组合的实验。本文采用多目标遗传算法对6061铝合金的金属去除率和锶进行了预测和优化。
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USING GENETIC ALGORITHM OPTIMIZING THE CUTTING PARAMETERS OF AWJM PROCESS FOR ALUMINIUM 6061 ALLOY
For the past years we have witnessed a rapid progress in the development of harder, tough and complexity to machine metals and alloys. Abrasive water jet machine is one of the recently developed hybrids, nontraditional machining process in processing different kinds of hard-tomachining the materials nowadays. It is a reasonable method to process the heat sensible material without generation of heat while machining. Machining limitations play the lead role in defining the machine economics and quality of machining. In this study the significance of Pressure, Abrasive flow rate, Orifice diameter, focusing nozzle diameter and Standoff distance, process parameters, on metal removal rate and Strontium of Aluminium 6061 alloy which is machined by Abrasive water jet machine was experimentally completed and analyze. According to Response Surface Methodology design, different experiments were conducted with the combination of input parameters on this alloy. This paper presents the Prediction and Optimization of metal removal rate and Strontium on Aluminium 6061 alloy using multi objective Genetic Algorithm.
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