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 …

Prediction of laser cutting parameters for polymethylmethacrylate sheets using random vector functional link network integrated with equilibrium optimizer

AH Elsheikh, TA Shehabeldeen, J Zhou… - Journal of Intelligent …, 2021 - Springer
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 …

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 …

Optimization of laser welding process parameters of stainless steel 316L using FEM, Kriging and NSGA-II

P Jiang, C Wang, Q Zhou, X Shao, L Shu… - Advances in Engineering …, 2016 - Elsevier
Laser welding process parameters have significant effects on the welding bead profile and
quality of the welding joint. This paper proposes an integration method of process …

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 …

Fiber laser cutting of Cu–Zr added quaternary NiTi shape memory alloy: experimental investigation and optimization

C Balasubramaniyan, K Rajkumar… - Arabian Journal for …, 2023 - Springer
The shortage of high-temperature memory retaining characteristics of regular NiTi smart
alloy (SMA) is compensated by adding Cu and Zr as alloying elements. One of the effective …

Modeling and process parameter optimization of laser cutting based on artificial neural network and intelligent optimization algorithm

X Ren, J Fan, R Pan, K Sun - The International Journal of Advanced …, 2023 - Springer
Laser cutting technology has proven advantageous in processing high-hardness metals,
ceramics, and composites. However, the process parameters significantly influence the kerf …

Multi-objective optimization of fiber laser cutting based on generalized regression neural network and non-dominated sorting genetic algorithm

H Ding, Z Wang, Y Guo - Infrared Physics & Technology, 2020 - Elsevier
An integrated model based on generalized regression neural network (GRNN) and non-
dominated sorting genetic algorithm (NSGAII) with elite strategy is proposed to predict and …

Multi-objective process parameters optimization of hot-wire laser welding using ensemble of metamodels and NSGA-II

Y Yang, L Cao, C Wang, Q Zhou, P Jiang - Robotics and Computer …, 2018 - Elsevier
Hot-wire laser welding (HLW) can reduce the dispersion of laser energy and improve
deposition efficiency by preheating filler wire during laser welding process. In order to obtain …

A state of art review on applications of multi-objective evolutionary algorithms in chemicals production reactors

Z Al Ani, AM Gujarathi, AH Al-Muhtaseb - Artificial Intelligence Review, 2023 - Springer
Chemical reactors are employed to produce several materials, which are utilized in
numerous applications. The wide use of these chemical engineering units shows their …