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Abstract

Modern trends in the development of science and technology are increasingly using monitoring systems for objects from images that are captured from the video stream. To make a decision about the state of the object, it becomes necessary to obtain a library of images obtained using automated scientific research systems. The aim of the proposed work is to justify the use of automated systems for scientific research of discontinuity on a plane moving surface. The main feature of the study is the appearance on the surface of objects of an irregular shape and the occurrence of classifier conflicts when identifying objects. During the study, the block-modular structure of the system was determined and two implementation options were proposed. The proposed solutions differ in the number of drives that implement the movement of the coils and the structure of the control system. The implementation of one of the proposed solutions makes it possible for trial operation using the “Video Stream” software, which makes it possible to capture images from a video stream. The results of the trial operation of the system proved the sufficiency of using an automated research system to build a library of images captured from a video stream to study its structure and individual parts. The implemented automated system of scientific research is planned to be used to eliminate conflicts of classifiers in identifying defects in a metal strip, in particular, shells.

Keywords

Violation of surface continuity, flat surface, image in a stream, research automation, software and hardware complex.

Oksana S. Logunova

D.Sc. (Engineering), Professor, Director of the Institute, Civil Engineering, Architecture and Arts Institute, Nosov Magnitogorsk State Technical University, Magnitogorsk, Russia. E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.. ORCID: 0000-0002-7006-8639.

Sergei M. Andreev

Ph.D. (Engineering), Associate Professor, Head of the Department of Automated Control Systems, Institute of Energy and Automated Systems, Nosov Magnitogorsk State Technical University, Magnitogorsk, Russia. E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.. ORCID: 0000-0003-0735-6723.

Evgenii A. Garbar

Post graduate student, Nosov Magnitogorsk State Technical University; Chief Technical Officer, CIT “Fact” LLC, Magnitogorsk, Russia. E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it., This email address is being protected from spambots. You need JavaScript enabled to view it.. ORCID: 0000-0002-2449-2789.

Artem V. Markevich

Ph.D. (Engineering), Leading Engineer, Central Control Laboratory, Magnitogorsk Iron and Steel Works, Magnitogorsk, Russia. E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it..

Artem A. Nikolaev

Student, Nosov Magnitogorsk State Technical University, Magnitogorsk, Russia. E-mail: This email address is being protected from spambots. You need JavaScript enabled to view it..

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