Parametric optimisation of CNC turning for Al-7020 with RSM

Parametric optimisation of CNC turning for Al-7020 with RSM

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Article ID: iaor2014592
Volume: 20
Issue: 2
Start Page Number: 180
End Page Number: 206
Publication Date: May 2014
Journal: International Journal of Operational Research
Authors: ,
Keywords: computer integrated manufacturing, machine tools, response surface, path planning
Abstract:

In the present manufacturing scenario, quality and quantity are two challenging aspects to be looked upon. Quality is important according to customer point of view, whereas quantity is required for the industry to maximise profit earnings. For the sustainability of machining industry, there should be an optimised path which should be followed to satisfy not only the aspect of higher material removal rate (MRR) but also to achieve lower surface roughness (Ra) simultaneously. MRR and Ra are inversely related machining characteristics and in case of non‐ferrous materials these mainly depends upon input variables like: cutting speed, feed and depth of cut. Therefore in this study, optimisation of multi‐response CNC turning parameters has been done by using central composite design technique of 'response surface methodology' (RSM) through Minitab 16 Software. Further statistical testing of results is verified through ANOVA. The paper discusses an experimental study on Al‐7020 alloy turned with un‐coated carbide tip tool with a 'CNC TL‐250 turner' that has a wide application in aerospace, machine tools and automobiles sector. It focuses more on software‐based approach for implementing RSM on machining parameters, in contrast of conventional methods.

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