The algorithm of crack and crack tip coordinates detection in optical images during fatigue test

International Conference on Mechanical Engineering, Automation and Control Systems 2016

机械制造;无线电电子学;计算机科学

Panin, S.V.^1,2 ; Chemezov, V.O.^1 ; Lyubutin, P.S.^1,2 ; Titkov, V.V.^1

Institute of Strength Physics and Materials Science of Siberian Branch, Russian Academy of Sciences, 2/4, Akademicheskii ave., Tomsk

634055, Russia^1

National Research Tomsk Polytechnic University, Lenina ave., 30, Tomsk

634050, Russia^2

关键词: Area of interest;    Average errors;    Crack-tip position;    Fatigue loadings;    Image regions;    Optical image;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/177/1/012019/pdf
DOI  :  10.1088/1757-899X/177/1/012019

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

An algorithm of crack detection during fatigue testing of materials, designed to automate the process of cyclic loading and tracking the crack tip, is proposed and tested. The ultimate goal of the study is aimed at controlling the displacements of the optical system with regard to the specimen under fatigue loading to ensure observation of the 'area of interest'. It is shown that the image region that contains the crack may be detected and positioned with an average error of 1.93%. In terms of determining the crack tip position, the algorithm provides the accuracy of its localization with the average error value of 56 pixels.