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首页> 外文期刊>International journal of instrumentation science and engineering >Multi Response Optimization of CNC End Milling Using Response Surface Methodology and Desirability Function
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Multi Response Optimization of CNC End Milling Using Response Surface Methodology and Desirability Function

机译:基于响应面法和期望函数的数控立铣刀多响应优化

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摘要

CNC end milling is the most important milling operation, widely used in most of the manufacturing industries due to its capability of producing complex geometric surfaces with reasonable accuracy and surface finish along with flexibility and versatility. Proper selection of machining parameter is an important step in process planning in order to build up a bridge between quality and productivity and to achieve the same in an economic way. This paper focuses RSM for the multiple response optimizations in CNC end milling operation to get maximum material removal rate, minimum surface roughness and less force. In this work, second-order quadratic models were developed for cutting forces, surface roughness and machining time; considering the spindle speed, feed rate, depth of cut and immersion angle as the cutting parameters using central composite design. Significant parameters are found out by analysis of variance test. The developed models were used for multiple-response optimization by desirability function in conjunction with response surface methodology to determine the optimum machining parameters.
机译:CNC端面铣削是最重要的铣削操作,由于其能够生产具有合理精度和表面光洁度以及柔韧性和多功能性的复杂几何表面而被广泛用于大多数制造业。正确选择加工参数是过程规划中的重要步骤,以在质量和生产率之间架起一座桥梁,并以经济的方式实现这一目标。本文将RSM集中在CNC立铣刀操作中的多重响应优化上,以获得最大的材料去除率,最小的表面粗糙度和较小的作用力。在这项工作中,针对切削力,表面粗糙度和加工时间开发了二阶二次模型。使用中心复合设计将主轴转速,进给速度,切削深度和浸入角作为切削参数。通过方差分析发现重要参数。所开发的模型通过合意函数与响应面方法一起用于多响应优化,以确定最佳加工参数。

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