Total quality control of the cyber-physical production using machine vision technologies
- 1. Director, Stock Company «Experimental Design Bureau «Electroavtomatika» named after P A Yefimov, 40, Marshala Govorova St., Saint Petersburg, 198095 (Russian Federation)
- 2. Department of Management and Economics, Saint Petersburg University of State Fire Service of EMERCOM of Russia, 149, Moskovsky Av., Saint Petersburg, 196105 (Russian Federation)
- 3. Faculty of Information Security and Computer Technologies, ITMO University, 49, Kronverksky Av., Saint Petersburg, 197101 (Russian Federation)
- 4. Department of Problem-Oriented Computing Complexes, Saint Petersburg State University of Aerospace Instrumentation, 67, Bolshaya Morskaia str., Saint Petersburg, 190000 (Russian Federation)
Description
The total control is made for each separate unit of the item being manufactured to prevent any scrap. The automatic control tools are a part of information, measurement and controlling sub-systems, which use the machine vision technology. The information sub-system is done with the cyber-physical production calculation potency. The measurement sub-system is a set of digital cameras (optical detectors) and the artificial illumination semiconductor sources. The controlling sub-system regulates the item position with turning mechanisms inside the closed cyber-physical system technological chamber. A set of sub-systems performs a non-destructible item quality control with the item surface photographic images and stereo-maps program analysis, which should not contain non-homogeneous sections like scars, fissures, inclusions and other and any deviations of geometrical dimensions. The calculator three-dimension item image is formed with reconstruction algorithms of two-dimension photographs received in different views and illumination conditions and the means of laser scanning. The item surface quality requirements in the enlightened areas and obscured ones are defined with rendering equation, which are permitted for the item digital twin with calculator numerous methods. The quality control requires to compare with the reference energy and color measurement item surface characteristics, which are defined with mathematical calculations and optical measurement means. There is a scheme given of information, measurement and controlling cyber-physical system channels, which engage the machine vision technologies to control the item quality. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1742-6596/1889/5/052014Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Physics. Conference Series (Online)
- Journal Volume
- 1889
- Journal Issue
- 5
- Journal Page Range
- [6 p.]
- ISSN
- 1742-6596
Conference
- Title
- 2. International Conference on Metrological Support of Innovative Technologies
- Dates
- 3-6 Mar 2021
- Place
- St Petersburg (Russian Federation)
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 53082300
- Subject category
- S42: ENGINEERING; S97: MATHEMATICAL METHODS AND COMPUTING;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- ALGORITHMS; COMPUTERIZED SIMULATION; ILLUMINANCE; LASERS; QUALITY CONTROL; SEMICONDUCTOR MATERIALS; SURFACES
- Descriptors DEC
- CONTROL; MATERIALS; MATHEMATICAL LOGIC; SIMULATION