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 …
attention of manufacturing industries. Accordingly, there is a great motivation in the modeling …
An applicable review on recent laser beam cutting process characteristics modeling: Geometrical, metallurgical, mechanical, and defect
SF Nabavi, A Farshidianfar, H Dalir - The International Journal of …, 2024 - Springer
Achieving precise kerf cut characteristics in laser beam cutting (LBC) is contingent upon the
meticulous modeling of the process. This research delves into a comprehensive …
meticulous modeling of the process. This research delves into a comprehensive …
Minimization of fume emissions in laser cutting of polyvinyl chloride sheets using genetic algorithm
Simultaneous investigation of kerf quality and fume emissions during laser cutting process is
essential to achieve efficient and hygienic cutting process. In this study, an experimental …
essential to achieve efficient and hygienic cutting process. In this study, an experimental …
Enhancement of low power CO2 laser cutting process for injection molded polycarbonate
Laser cutting technology is a non-contact process that typically is used for industrial
manufacturing applications. Laser cut quality is strongly influenced by the cutting processing …
manufacturing applications. Laser cut quality is strongly influenced by the cutting processing …
Investigating the effect of laser cutting parameters on the cut quality of Inconel 625 using Response Surface Method (RSM)
J Wang, Z Sun, L Gu, H Azimy - Infrared Physics & Technology, 2021 - Elsevier
Nickel-based superalloys have been widely used in the recent years due to their good
strength and high-temperature resistance. These properties can also be affected during the …
strength and high-temperature resistance. These properties can also be affected during the …
Comparison of the artificial neural network model prediction and the experimental results for cutting region temperature and surface roughness in laser cutting of …
In this study, a function approximation procedure is used, which called artificial neural
network (ANN), according to the experimental results of the temperature of cutting region …
network (ANN), according to the experimental results of the temperature of cutting region …
Experimental evaluation of cut quality and temperature field in fiber laser cutting of AZ31B magnesium alloy using response surface methodology
AI Khdair, AA Melaibari - Optical Fiber Technology, 2023 - Elsevier
Fiber laser cutting of AZ31B magnesium alloy was studied to assess the effect of laser
cutting process parameters on the resultant cutting temperature near the cut kerf and the …
cutting process parameters on the resultant cutting temperature near the cut kerf and the …
Computational intelligence for smart laser materials processing
G Casalino - Optics & Laser Technology, 2018 - Elsevier
Computational intelligence (CI) involves using a computer algorithm to capture hidden
knowledge from data and to use them for training “intelligent machine” to make complex …
knowledge from data and to use them for training “intelligent machine” to make complex …
Prediction of quality characteristics of laser drilled holes using artificial intelligence techniques
S Chatterjee, SS Mahapatra, V Bharadwaj… - Engineering with …, 2021 - Springer
Micro-drilling using lasers finds widespread industrial applications in aerospace,
automobile, and bio-medical sectors for obtaining holes of precise geometric quality with …
automobile, and bio-medical sectors for obtaining holes of precise geometric quality with …
Prediction of laser cutting heat affected zone by extreme learning machine
O Anicic, S Jović, H Skrijelj, B Nedić - Optics and Lasers in Engineering, 2017 - Elsevier
Heat affected zone (HAZ) of the laser cutting process may be developed based on
combination of different factors. In this investigation the HAZ forecasting, based on the …
combination of different factors. In this investigation the HAZ forecasting, based on the …