On the application of response surface methodology for predicting and optimizing surface roughness and cutting forces in hard turning by PVD coated insert

This paper focuses on the exploitation of the response surface methodology (RSM) to determine optimum cutting conditions leading to minimum surface roughness and cutting force components. The technique of RSM helps to create an efficient statistical model for studying the evolution of surface roughness and cutting forces according to cutting parameters: cutting speed, feed rate and depth of cut. For this purpose, turning tests of hardened steel alloy (AISI 4140) (56 HRC) were carried out using PVD – coated ceramic insert under different cutting conditions. | On the application of response surface methodology for predicting and optimizing surface roughness and cutting forces in hard turning by PVD coated insert

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