Neural network expert system for X-ray analysis of welded joints

International Conference on Mechanical Engineering, Automation and Control Systems 2017

机械制造;无线电电子学;计算机科学

Kozlov, V.V.^1 ; Lapik, N.V.^1 ; Popova, N.V.^1

Industrial University of Tyumen, Melnikayte St. 70, Tyumen

625038, Russia^1

关键词: Automated analysis;    Human activities;    Intelligent diagnostic systems;    Intelligent technology;    Modern machines;    Neural network expert system;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/327/2/022040/pdf
DOI  :  10.1088/1757-899X/327/2/022040

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

The use of intelligent technologies for the automated analysis of product quality is one of the main trends in modern machine building. At the same time, rapid development in various spheres of human activity is experienced by methods associated with the use of artificial neural networks, as the basis for building automated intelligent diagnostic systems. Technologies of machine vision allow one to effectively detect the presence of certain regularities in the analyzed designation, including defects of welded joints according to radiography data.