Russian Federation
employee from 01.01.1980 to 01.01.2026
Mozhaisky Military Aerospace Academy (Department of Mathematics and Software, Professor)
Russian Federation
This paper presents a comprehensive analysis of the architecture, functional capabilities, and metrological properties of intelligent sensors, and proposes a method to enhance measurement accuracy. Purpose: to perform an in-depth analysis of intelligent sensors (IS) in relation to rocket and space technology (RST) products, and develop a detailed approach for improving measurement accuracy via the introduction of structural redundancy. Methods: a systematic analysis of IS architectures and functionalities was undertaken, together with formulation of a procedure for real-time identification of IS parameters during operation under unknown input signals. Results: it has been demonstrated that the integration of IS featuring self-adaptation and metrological self-monitoring fundamentally alters the architecture of distributed RST control systems. In addition, recommendations have been developed for selecting communication protocols appropriate to various RST subsystems. Practical significance: the establishment of criteria for the selection and design of IS, along with the introduction of a mathematical framework for creating IS with metrological self-monitoring function to enhance the autonomy, reliability, and measurement accuracy of RST products.
measurement systems, artificial intelligence, self-diagnostics, intelligent processing, system on a chip, communication protocols, distributed control systems
1. GOST R 8.673-2009. Gosudarstvennaya sistema obespecheniya edinstva izmereniy. Datchiki intellektual'nye i sistemy izmeritel'nye intellektual'nye. Osnovnye terminy i opredeleniya = State system for ensuring the uniformity of measurements. Intelligent sensors and intelligent measuring systems. Basic terms and definitions: nacional'nyy standart Rossiyskoy Federacii: vveden v deystvie prikazom Federal'nogo agentstva po tehnicheskomu regulirovaniyu i metrologii ot 15 dekabrya 2009 g. № 1098-st: data vvedeniya: 2010-12-01. M.: Standartinform, 2019. 12 s.
2. Belozubov E. M., Vasil'ev V. A., Chernov P. S. Metrologicheskiy samokontrol' intellektual'nyh datchikov izmeritel'nyh i upravlyayuschih sistem // Izmeritel'naya tehnika. 2018. № 7. S. 11–17.
3. Telemetriya: uchebnik / A. I. Loskutov [i dr.]; pod obsch. red. A. I. Loskutova. SPb.: VKA imeni A. F. Mozhayskogo, 2017. 343 s.
4. Elementy koncepcii postroeniya intellektual'nyh sistem monitoringa i kontrolya izdeliy raketno-kosmicheskoy tehniki i ob'ektov nazemno-kosmicheskoy infrastruktury / A. G. Dmitrienko [i dr.] // Izmerenie. Monitoring. Upravlenie. Kontrol'. 2018. № 2 (24). S. 5–13. DOI:https://doi.org/10.21685/2307-5538-2018-2-1. 78 Intellektual'nye tehnologii na transporte. 2026. № 1 Matematicheskoe i programmnoe obespechenie vychislitel'nyh kompleksov i setey
5. Minigaliev G. B., Dolganov A. V. Vybor kontrollera upravleniya i intellektual'nye datchiki: uchebnoe posobie. Nizhnekamsk: Nizhnekamskiy himiko-tehnologicheskiy institut, 2015. 136 s.
6. GOST R MEK 60770-3-2016. Datchiki dlya primeneniya v sistemah upravleniya promyshlennym processom. Chast' 3. Metody ocenki harakteristik intellektual'nyh datchikov = Transmitters for use in industrialprocess control systems. Part 3. Methods for performance evaluation of intelligent transmitters: nacional'nyy standart Rossiyskoy Federacii: vveden v deystvie prikazom Federal'nogo agentstva po tehnicheskomu regulirovaniyu i metrologii ot 1 iyunya 2016 g. № 466-st: data vvedeniya: 2017-04-01. M.: Standartinform, 2016. 58 s.
7. Vasil'ev V. A., Chernov P. S. Intellektual'nye datchiki, seti datchikov i cifrovye interfeysy // Izmeritel'naya tehnika. 2012. № 10. S. 3–6.
8. IEC 61131-9:2022. Programmable controllers — Part 9: Single-drop digital communication interface for small sensors and actuators (SDCI). Geneva: International Electrotechnical Commission, 2022. 677 p.
9. ISO/IEC/IEEE 21450:2010. Information technology — Smart transducer interface for sensors and actuators — Common functions, communication protocols, and Transducer Electronic Data Sheet (TEDS) formats. Geneva: International Organization for Standardization, 2010. 325 p.
10. Belyaev A. A., Volobuev P. S. Proektirovanie sistem na kristalle s programmiruemoy arhitekturoy: uchebnoe posobie. M.: NIU MIET, 2018. 135 s.
11. Kozyrev G. I., Yudickih E. O., Usikov V. D. Povyshenie tochnosti telemetricheskih datchikov na osnove ispol'zovaniya principa mnogokanal'nosti // Vestnik metrologa. 2023. № 3. S. 15–23.
12. Sintez intellektual'nyh datchikov na osnove vvedeniya minimal'noy strukturnoy izbytochnosti / G. I. Kozyrev [i dr.] // Izmeritel'naya tehnika. 2020. № 11. S. 22–27.
