Machine Learning-Based Modelling and Meta-Heuristic-Based Optimization of Specific Tool Wear and Surface Roughness in the Milling Process

Machine Learning-Based Modelling and Meta-Heuristic-Based Optimization of Specific Tool Wear and Surface Roughness in the Milling Process

The purpose of this research is to investigate different milling parameters for optimization to achieve the maximum rate of material removal with the minimum tool wear and surface roughness. In this study, a tool wear factor is specified to investigate tool wear parameters and the amount of material...

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Bibliographic Details
Main Authors: Siamak Pedrammehr, Mahsa Hejazian, Mohammad Reza Chalak Qazani, Hadi Parvaz, Sajjad Pakzad, Mir Mohammad Ettefagh, Adeel H. Suhail
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Axioms
Subjects:
milling process
machine learning
meta-heuristic optimization
surface roughness
tool wear
Online Access:https://www.mdpi.com/2075-1680/11/9/430

Internet

https://www.mdpi.com/2075-1680/11/9/430

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