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 …
Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer
In this paper, an enhanced random vector functional link network (RVFL) algorithm was
employed to predict kerf quality indices during CO 2 laser cutting of polymethylmethacrylate …
employed to predict kerf quality indices during CO 2 laser cutting of polymethylmethacrylate …
An applicable review on recent laser beam cutting process characteristics modeling: Geometrical, metallurgical, mechanical, and defect
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 …
[HTML][HTML] Experimental investigation on laser cutting of PMMA sheets: Effects of process factors on kerf characteristics
This paper reports an experimental investigation on continuous CO 2 laser cutting of
polymethylmethacrylate (PMMA) sheet. The influence of four process factors (laser power …
polymethylmethacrylate (PMMA) sheet. The influence of four process factors (laser power …
[HTML][HTML] Improving laser cutting quality of polymethylmethacrylate sheet: experimental investigation and optimization
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 …
methacrylate)(PMMA) sheets using pulsed CO 2 laser beam, this study presents an …
Ball milling process variables optimization for high-entropy alloy development using design of experiment and genetic algorithm
Besides develo** new high-entropy alloys (HEAs) from vast compositional space,
develo** HEA powders with good control of grain-and-particle sizes (GPS) for improved …
develo** HEA powders with good control of grain-and-particle sizes (GPS) for improved …
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 …
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 …
Multi-objective optimization of fiber laser cutting quality characteristics of glass fiber reinforced plastic (GFRP) materials
S Huang, Z Fu, C Liu, J Li - Optics & Laser Technology, 2023 - Elsevier
Laser cutting can achieve ultra-precision cutting of materials by using appropriate
parameters. In order to optimize processing parameters and obtain better processing quality …
parameters. In order to optimize processing parameters and obtain better processing quality …
A review on application of soft computing techniques in machining of particle reinforcement metal matrix composites
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 …
processes of metal matrix composites is carried out. The tool wear, cutting force along with …