Transformation of an automated information and control system for constructing system mathematical models of gas turbine engines in the form of digital twins
Аuthors
1*, 1**, 2, 11. Ufa University of Science and Technology, 32, Zaki Walidi str., Ufa, 450076, Russia
2. Scientific-production enterprise Aerosila, 6, Zhdanov str., Stupino, Moscow region, 142800, Russia
*e-mail: gennadyg_98@yahoo.com
**e-mail: rizvanovk@bk.ru
Abstract
The article studies the system technology application in the process of the of digital twins development for employing in the engine manufacturing industry. The authors define the basic requirements and specific features of creating digital twins, as well as consider a systemic-linguistic approach to the formal models forming of the subject area being studied. This approach allows ensuring the proper level of formalization in the process of creating digital twins of both real and virtual objects, while maintaining their cause-and-effect relationships. The authors consider as well the logic of digital twins representing in the space-time Minkowski coordinate system, with account for the cybernetic principle of their physical realizability. As an example of this methodology application, the authors present system models of meta-languages and system models of gas turbine engines (GTE), as objects of management and control, as well as a model for the GTE resources formation starting from the technical proposal stage for their development. Thus, the results of the analysis of enhancing of the systems engineering principles and methods efficiency while digital twins developing are presented.
Keywords:
system approach, category of dialectics, systems engineering, theory of categories, principle of causality, graphic-analytical metalanguages, technical resource of gas turbine engine, information gate system of gas turbine engine, neural networkReferences
-
GOST R 57700.37–2021. Komp'yuternye modeli i modelirovanie. Tsifrovye dvoiniki izdelii. Obshchie polozheniya (GOST R 57700.37–2021. Computer models and simulation. Digital twins of products. General provisions), Moscow, Rossiiskii institut standartizatsii, 2021, 15 p.
-
Kuznetsova S.V., Semenov A.S. Trudy MAI, 2023, no. 131. URL: https://trudymai.ru/eng/published.php?ID=175930. DOI: 10.34759/trd-2023-131-24
-
Frolov I.T. Vvedenie v filosofiyu (Introduction to philosophy), Moscow, Respublika, 2003, 623 p.
-
Belyaev B.V., Lebedev A.S. Trudy MAI, 2022, no. 125. URL: https://trudymai.ru/eng/published.php?ID=168167. DOI: 10.34759/trd-2022-125-08
-
Ezrokhi Yu.A., Kalenskii S.M. Trudy MAI, 2022, no, 122. URL: https://trudymai.ru/eng/published.php?ID=164276. DOI: 10.34759/trd-2022-122-19
-
Filimonov I.A. Trudy MAI, 2020, no. 114. URL: https://trudymai.ru/eng/published.php?ID=119009. DOI: 10.34759/trd-2020-114-16
-
Kulikov G.G., Nabatov A.N., Rechkalov A.V. Avtomatizirovannoe proektirovanie informatsionno-upravlyayushchikh sistem. Sistemnoe modelirovanie predmetnoi oblasti (Automated design of information and control systems. System modeling of the subject area.), Ufa, UGATU, 2003, 103 p.
-
Donald E. Knuth. Literate programming, The Computer Journal, 1984, vol. 27, pp. 97-111. URL:https://doi.org/10.1093/comjnl/27.2.97
-
Robert Goldblatt. Topoi: The Categorial Analysis of Logic, Courier Corporation, 2013, 576 p.
-
Feferman Anita, Feferman Solomon. Alfred Tarski: A Life. Cambridge University Press, 2004, pp 332-333.
-
Bartosz Milewski. Category Theory. URL: https://bartoszmilewski.com/category/category-theory
-
Loginovskii O.V., Rizvanov K.A., Kulikov G.G. Vestnik Yuzhno-Ural'skogo gosudarstvennogo universiteta. Seriya: Komp'yuternye tekhnologii, upravlenie, radioelektronika, 2020, vol. 20, no. 1, pp. 16–26. DOI: 10.14529/ctcr200102
-
Kulikov G.G., Cherkasov B.A. Matematicheskie modeli, ispol'zuemye v SAPR dvigatelya i sistem upravleniya. Avtomatika i regulirovanie reaktivnykh dvigatelei (Mathematical models used in CAD for engines and control systems. Automation and regulation of jet engines), Moscow, Mashinostroenie, 1988, pp. 323–343.
-
Fatikov V.S. et al. Aviatsionno-kosmicheskaya tekhnika i tekhnologiya, 2005, no. 2, pp. 155–160.
-
Raspopov E.V. et al. Vestnik Ufimskogo gosudarstvennogo aviatsionnogo tekhnicheskogo universiteta, 2007, vol. 9, no. 2 (20), pp. 153–157.
-
Ar'kov V.Yu. et al. Aviatsionno-kosmicheskaya tekhnika i tekhnologiya, 2004, no. 7 (15), pp. 167–173.
-
G. Kulikov et al. Dynamic Modeling Of Gas Turbines, Springer-Verlag, New York, 2004, 309 p.
-
Kulikov G. et al. Intelligent information technologies for control and diagnostics of gas turbine engines and their systems at all stages of their life cycle, Proc. Ametmas-Noe Int. Workshop on Problems of Technology Transfer, Ufa, 1999, pp. 121–124.
-
GOST R ISO/MEK 15288-2005. Informatsionnaya tekhnologiya. Sistemnaya inzheneriya. Protsessy zhiznennogo tsikla sistem (GOST R ISO/IEC 15288-2005. Information technology. Systems Engineering. Systems life cycle processes), Moscow, Standartinform, 2007, 14 p.
-
Kulikov G.G. et al. Sposob polunaturnykh ispytanii sistem avtomaticheskogo upravleniya i kontrolya gazoturbinnykh dvigatelei i stend dlya ego realizatsii. Patent 2340883 RF, MPK G01M 15/14. №2007118610/06. Byul. no. 34, 10.12.2008.
-
Gumerov, Kh.S., Kulikov G.G., Rizvanov K.A. Materialy 3-i nauchno-prakticheskoi konferentsii molodykh spetsialistov i uchenykh, Moscow, OAO «OKB Sukhogo», 2005, pp. 583586.
Download