The Modelling of Surface Roughness after the Ball Burnishing Process with a High-Stiffness Tool by Using Regression Analysis, Artificial Neural Networks, and Support Vector Regression

The Modelling of Surface Roughness after the Ball Burnishing Process with a High-Stiffness Tool by Using Regression Analysis, Artificial Neural Networks, and Support Vector Regression

Surface roughness is an important indicator of the quality of the machined surface. One of the methods that can be applied to improve surface roughness is ball burnishing. Ball burnishing is a finishing process in which a ball is rolled over the workpiece surface. Defining adequate input variables o...

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Bibliographic Details
Main Authors: Zeljko Kanovic, Djordje Vukelic, Katica Simunovic, Miljana Prica, Tomislav Saric, Branko Tadic, Goran Simunovic
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Metals
Subjects:
ball burnishing
surface roughness
artificial neural networks
support vector regression
regression analysis
Online Access:https://www.mdpi.com/2075-4701/12/2/320

Internet

https://www.mdpi.com/2075-4701/12/2/320

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