A review on applications of artificial intelligence in modeling and optimization of laser beam machining

AN Bakhtiyari, Z Wang, L Wang, H Zheng - Optics & Laser Technology, 2021 - Elsevier
Laser beam machining (LBM) as an efficient tool for material removal has attracted the
attention of manufacturing industries. Accordingly, there is a great motivation in the modeling …

[HTML][HTML] An integrated CRITIC and Grey Relational Analysis approach for investment portfolio selection

NF Silva, M dos Santos, CFS Gomes… - Decision Analytics …, 2023 - Elsevier
The selection of investment portfolios is a complex problem, encompassing multiple and
conflicting criteria. We propose an integrated multi-criteria decision-making (MCDM) model …

Teaching–learning-based optimization: an optimization method for continuous non-linear large scale problems

RV Rao, VJ Savsani, DP Vakharia - Information sciences, 2012 - Elsevier
An efficient optimization method called 'Teaching–Learning-Based Optimization (TLBO)'is
proposed in this paper for large scale non-linear optimization problems for finding the global …

Laser beam micromachining (LBMM)–a review

S Mishra, V Yadava - Optics and lasers in engineering, 2015 - Elsevier
The use of short and ultrashort laser pulses for micromachining application is an emerging
technology. Laser Beam MicroMachining (LBMM) has revolutionized many industries by …

Parameter optimization of modern machining processes using teaching–learning-based optimization algorithm

RV Rao, VD Kalyankar - Engineering Applications of Artificial Intelligence, 2013 - Elsevier
Modern machining processes are now-a-days widely used by manufacturing industries in
order to produce high quality precise and very complex products. These modern machining …

[HTML][HTML] Improving laser cutting quality of polymethylmethacrylate sheet: experimental investigation and optimization

AH Elsheikh, W Deng, EA Showaib - Journal of Materials Research and …, 2020 - Elsevier
Motivated by the need to enhance the kerf quality during cutting of Poly (methyl
methacrylate)(PMMA) sheets using pulsed CO 2 laser beam, this study presents an …

Experimental analysis of Nd-YAG laser cutting of sheet materials–A review

A Sharma, V Yadava - Optics & Laser Technology, 2018 - Elsevier
Cutting of sheet material is considered as an important process due to its relevance among
products of everyday life such as aircrafts, ships, cars, furniture etc. Among various sheet …

Surface roughness prediction for the milling of Ti–6Al–4V ELI alloy with the use of statistical and soft computing techniques

NE Karkalos, NI Galanis, AP Markopoulos - Measurement, 2016 - Elsevier
This study focuses on Ti–6Al–4V ELI titanium alloy machining by means of plain peripheral
down milling process and subsequent modeling of this process, in order to predict surface …

Effect of diluted dielectric medium on spark energy in green EDM process using TGRA approach

T Muthuramalingam - Journal of Cleaner Production, 2019 - Elsevier
In the present situation, it is very important for modifying any manufacturing process into eco
friendly process to reduce the environmental pollutants and hazardous substances. In …

[HTML][HTML] Multi-response optimization of carbon fiber reinforced polymer (CFRP) drilling using back propagation neural network-particle swarm optimization (BPNN …

BOP Soepangkat, R Norcahyo, MK Effendi… - … Science and Technology …, 2020 - Elsevier
An integrated approach has been applied to predict and optimize multi-performance-
characteristics, being optimum thrust force (F Th), torque (M), hole entry delamination (FD …