Prediction of 3D Surface Roughness Using Regression Analysis and Fuzzy Logic, and their Comparative Analysis
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Abstract
Nowadays, more and more new quality standards are
developed for manufactured components. One of these quality
standards is the surface roughness, especially the 3D surface
roughness.
In manufacturing of parts, the manufacturer must strictly follow
the assigned surface roughness values. It makes manufacturing
complicated and requires additional control to be imposed on the
components. For this reason, it is necessary to develop a technique
or methodology that facilitates the control of the surface roughness
in production and provides possibility to control the surface
roughness according to the technological parameters.