A review of the recent development in machining parameter optimization

M Soori, M Asmael - Jordan Journal of Mechanical and Industrial …, 2022 - hal.science
The optimization process is applied to the machining operations in order to provide
continual improvement in accuracy and quality of produced parts. The effects of machining …

A review: use of evolutionary algorithm for optimisation of machining parameters

NA Zolpakar, MF Yasak, S Pathak - The International Journal of Advanced …, 2021 - Springer
Optimisation of machining parameters is crucial to ensure higher productivity and optimum
outcomes in machining processes. By optimising machining parameters, a particular …

The use of support vector machine, neural network, and regression analysis to predict and optimize surface roughness and cutting forces in milling

A Yeganefar, SA Niknam, R Asadi - The International Journal of Advanced …, 2019 - Springer
In the present study, prediction and optimization of the surface roughness and cutting forces
in slot milling of aluminum alloy 7075-T6 were pursued by taking advantage of regression …

Modeling and optimization of surface roughness in keyway milling using ANN, genetic algorithm, and particle swarm optimization

G Ghosh, P Mandal, SC Mondal - The International Journal of Advanced …, 2019 - Springer
This paper emphasizes on the development of a combined study of surface roughness for
modeling and optimization of cutting parameters for keyway milling operation of C40 steel …

Cutting forces, surface roughness and tool wear quality assessment using ANN and PSO approach during machining of MDN431 with TiN/AlN-coated cutting tool

PV Badiger, V Desai, MR Ramesh, BK Prajwala… - Arabian Journal for …, 2019 - Springer
The aim of this study was to improve the life and performance of tungsten carbide turning
tool inserts coated with TiN/AlN multilayer thin films using physical vapor deposition …

Multi-objective optimization of energy consumption, surface roughness, and material removal rate in diamond wire sawing for monocrystalline silicon wafer

EM Sefene, CCA Chen - The International Journal of Advanced …, 2023 - Springer
Sustainable manufacturing is essential to minimize energy consumption and environmental
footprints. In the diamond wire sawing (DWS) process, minimizing energy consumption …

A review on application of soft computing techniques in machining of particle reinforcement metal matrix composites

RA Laghari, J Li, AA Laghari, S Wang - Archives of Computational …, 2020 - Springer
In this paper, a wide literature review of soft computing methods in conventional machining
processes of metal matrix composites is carried out. The tool wear, cutting force along with …

Machining parameters optimization of AA6061 using response surface methodology and particle swarm optimization

R Lmalghan, K Rao MC, AK S, SS Rao… - International Journal of …, 2018 - Springer
The influence of cutting parameters on the responses in face milling has been examined.
Spindle speed, feed rate and depth of cut have been considered as the influential factors. In …

Modeling and multi-objective optimization of cutting parameters using response surface method for milling of medium carbon steel (EN8)

NL Bhirud, AS Dube, AS Patil, KS Bhole - International Journal on …, 2023 - Springer
Continuous growth of the manufacturing sector is resulting in to higher energy demand due
to which the manufacturing costs and greenhouse gas emissions are also increasing …

[HTML][HTML] Roughness maps to determine the optimum process window parameters in face milling

X Lazkano, PX Aristimuño, O Aizpuru… - International Journal of …, 2022 - Elsevier
Some industrial applications require structured surfaces with high roughness values to
ensure their functionality (R a> 1 µm, R max< 30 µm). In order to obtain these structured …