PHYSICS

Development of software tools for modeling and optimization of laser cutting parameters of brittle non-metallic materials

Yu. V. Nikitjuk, V. A. Prohorenko, O. M. Demidenko, V. S. Smorodin, A. V. Voruev

Francisk Skorina Gomel State University

Abstract: This paper describes the development of tools for modeling and searching for optimal parameters for the process of laser cutting of brittle non-metallic materials using laser chopping. Software tools are designed for finite element modeling, neural network modeling and searching for optimal parameters using a genetic algorithm and are implemented in Python. The use of the developed software is shown using the example of searching for optimal parameters for cutting a quartz plate.

Keywords: neural network modeling, finite element modeling, FEniCS laser cutting, genetic algorithm, parameter optimization.

UDC: 539.3:621.373.8

Received: 15.05.2024

DOI: 10.54341/20778708_2024_3_60_18