This article is cited in 1 paper

INFORMATION SCIENCE

Adaptive control system for technological operation of laser processing of brittle non-metallic materials

V. A. Prohorenko, Yu. V. Nikitjuk, V. S. Smorodin

Francisk Skorina Gomel State University

Abstract: This paper presents a computer system for adaptive control of the technological operation of laser cutting of fragile non-metallic products. The procedures for synthesizing the structure of the neural regulator of the parameters of the technological operation of cutting and the automated selection of the optimal architecture of the neural network based on the specified criteria for the quality of control adaptation are described. Stabilization of the parameters of the technological operation of laser cutting by the method of thermal splitting is given on the example of processing silicate glasses with elliptical laser beams.

Keywords: control adaptation system, neural network modeling, synthesis of the structure of the neuroregulator, stabilization of the parameters of a technological operation.

UDC: 004.8:681.5:539.3

Received: 11.09.2024

Language: English

DOI: 10.54341/20778708_2024_4_61_78