Optimization of controllable turning parameters for high speed dry machining of a super alloy

被引:1
|
作者
Satyanatayana, B. [1 ]
Nitin, P. Ruthvik [1 ]
Reddy, M. Dileep [1 ]
机构
[1] VNR VJIET, Hyderebad 500090, India
关键词
Flank Wear; Tool Tip Temperature; Surface Roughness; Material Removal rate; Inconel; 718; Regression; Genetic Algorithm; Multi Objective Optimization;
D O I
10.1016/j.matpr.2017.12.064
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Turning operations were performed on Inconel 718, a Nickel based super alloy under dry cutting conditions using PVD coated carbide cutting tool. An optimized set of input parameters have be presented for obtaining the best combination of Tool wear, Temperature, surface roughness and Material removal Rate. The control factors that were investigated were Cutting speed, feed and Depth of cut. The chosen response factors are Flank Wear, Tool Tip Temperature, Surface roughness and Material removal rate. For each control factor 3 levels were selected, conducting 27 experiments in total according to full factorial design of experiments. Regression was carried out for the experimental results, where the mathematical model was found to be adequate enough. The mathematical models obtained for both the responses were used for formulating a multi objective optimization which was solved using Genetic Algorithm for optimized control factor values. The optimized solutions were confirmed with experimental results. In addition, tool life was also calculated for optimized solution. A user friendly application program was developed to suit the industry needs. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:4878 / 4886
页数:9
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