Comparison of Regression and Artificial Neural Network Models for Surface Roughness Prediction with the Cutting Parameters in CNC Turning

Surface roughness, an indicator of surface quality, is one of the most specified customer requirements in machining of parts. In this study, the experimental results corresponding to the effects of different insert nose radii of cutting tools (0.4, 0.8, 1.2 mm), various depth of cuts (0.75, 1.25, 1....

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Bibliographic Details
Main Authors: Muammer Nalbant, Hasan Gokkaya, İhsan Toktaş
Format: Article
Language:English
Published: Hindawi Limited 2007-01-01
Series:Modelling and Simulation in Engineering
Online Access:http://dx.doi.org/10.1155/2007/92717