Evolutionary techniques in optimizing machining parameters: Review and recent applications (2007–2011)

N Yusup, AM Zain, SZM Hashim - Expert Systems with Applications, 2012 - Elsevier
In highly competitive manufacturing industries nowadays, the manufactures ultimate goals
are to produce high quality product with less cost and time constraints. To achieve these …

Application of ANN in milling process: a review

S Al-Zubaidi, JA Ghani… - Modelling and Simulation …, 2011 - Wiley Online Library
In recent years the trends were towards modeling of machining using artificial intelligence.
ANN is considered one of the important methods of artificial intelligence in the modeling of …

Overview of PSO for optimizing process parameters of machining

N Yusup, AM Zain, SZM Hashim - Procedia Engineering, 2012 - Elsevier
In the current trends of optimizing machining process parameters, various evolutionary or
meta-heuristic techniques such as Particle Swarm Optimization (PSO), Genetic Algorithm …

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

X Lazkano, PX Aristimuno, 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 …

Optimization of machining parameters for product quality and productivity in turning process of aluminum

S Abolghasema, NM Cubides - Ingeniería y universidad, 2022 - dialnet.unirioja.es
Modern production process is accompanied with new challenges in reducing the
environmental impacts related to machining processes. The turning process is a …

Machining optimization using swarm intelligence in titanium (6Al 4V) alloy

IG Escamilla-Salazar, LM Torres-Treviño… - … International Journal of …, 2013 - Springer
The process of titanium machining in the aerospace industry today is by personal
experience, producing non-efficient results. Assignment of the correct parameter for …

Modeling of surface roughness for manufactured thin-walled structure

J Fei, B Lin, S Yan, M Ding, J Zhang… - Proceedings of the …, 2019 - journals.sagepub.com
Deformation of thin-walled structure during machining will influence the surface quality of the
final part. Present article investigates this problem and develops a method to predict the …

Multi-performance optimization in hard turning of AISI 4340 Steel using Particle Swarm Optimization technique

O Manav, S Chinchanikar, M Gadge - Materials Today: Proceedings, 2018 - Elsevier
Optimization of cutting parameters is vital as they significantly affect the productivity rate,
machining cost and quality of machined work piece. Although ample amount work reported …

Optimization of cutting conditions in slotting of multidirectional CFRP laminate

S Gara, O Tsoumarev - The International Journal of Advanced …, 2018 - Springer
For metallic or composite materials, the judicious choice of cutting conditions depends on
several factors that may be of such objectives (time, cost of production, material removal …

Optimization of cutting conditions for end milling of Ti6Al4V Alloy by using a Gravitational Search Algorithm (GSA)

S Al-Zubaidi, JA Ghani, CHC Haron - Meccanica, 2013 - Springer
Surface roughness is commonly used to indicate the quality of machine parts. Optimizing
cutting parameters throughout the machining process is an important aspect for …