title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð¹ ÑÐ¸ÑÑÐµÐ¼Ñ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° Ð¿Ð¾Ð²ÐµÑÑ Ð½Ð¾ÑÑÐ¸ Ð½Ð°ÑÐºÐ¾ÐµÐ¼ÐºÐ¾Ð¹ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Development of an automated surface quality control system forhigh-tech products
Creators: name: ÐÑÑÐ·Ð´Ð½ÐµÐ²Ð°, Ð®Ð»Ð¸Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: ÑÐ¸ÑÑÐµÐ¼Ñ Ð¸Ð½ÑÐ¿ÐµÐºÑÐ¸Ð¸ Ð¿Ð¾Ð»Ð¾ÑÑ
Ð´ÐµÑÐµÐºÑÑ
Ð¿Ð¾Ð²ÐµÑÑ Ð½Ð¾ÑÑÑ Ð¿Ð¾Ð»Ð¾ÑÑ
ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð°
ÐºÐ»Ð°ÑÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ
Ð³Ð»ÑÐ±Ð¸Ð½Ð° Ð·Ð°Ð»ÐµÐ³Ð°Ð½Ð¸Ñ
Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ðµ Ð·ÑÐµÐ½Ð¸Ðµ
ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ¸Ð¹ Ð¿ÑÐ¾ÑÐµÑÑ
Ð½ÐµÐ¹ÑÐ¾Ð½Ð½Ð°Ñ ÑÐµÑÑ
Ð»Ð°Ð·ÐµÑÐ½Ð°Ñ ÑÑÑÐ°Ð½Ð¾Ð²ÐºÐ°
stripe inspection systems
defects
stripe surface
classification
depth
machine vision
technological process
neural network
laser installation

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description: The object of research of this VKR is scientific research and experimental design development (R&amp;D), as it includes the development of new and improvement of existing production technologies. This means conducting scientific research, experiments aimed at creating or improving processes. The purpose of the proposed work is to justify the use of automated systems by means of scientific studies of defects on a flat moving surface. The topic of this work is significant and relevant for solving the task of introducing automated control in the flow of production units for the entire metallurgical industry of the Russian Federation. The absolute majority of western manufacturers sold from the Russian market. Domestic manufacturers do not have a ready-made solution. For effective automated control of the quality of the surface, systems with high accuracy of detection and classification of defects are necessary, in addition, it is necessary to determine the depth for operational decision-making on the route of production movement and improvement of the quality of work of the classification model. However, the specified solutions do not offer the possibility of classification of defects and cannot reveal flat defects, which are of great importance for cold-rolled products. There are also a number of manufacturers offering solutions for surface video analytics based on machine vision cameras, but without measuring the depth of defects. The combination of the capabilities of video analytics of the surface and measurement of the profile of the rolled surface with high sensitivity, realized in one compact body (minimizing the usable space of the unit) is presented as a new development demanded by the industry. The technical and economic prerequisites of the solved task are described in the presented thesis. The surface inspection system of the leading manufacturer Isra Vision Parsytec is described. All significant features and technical characteristics are specified. Practical examples of the economic feasibility of using automated control (instead of visual and measuring) are presented in the second chapter. The selected method of control, the structural scheme of the system and the software product, the main functional possibilities of the system based on the selected technical solution. Each parameter of the selected equipment is justified. Related software and technical elements of the system are described. The chapter "Estimation of the economic effect from the improvement of the technological process of the cold-rolled metal cutting unit" contains the calculation of the economic effect from the introduction of systems into the production flow. The chapter "Analysis of the level of accuracy of the classification of defects by the surface quality control system" contains a detailed description of the methods and criteria for accepting the equipment into operation, checking the 11achievement of the main technical indicators. The presented thesis contains reasonable conclusions and conclusions on the technical development and economic justification of the creation and implementation of the system.