CORRECT ASSIGNMENT OF STATE FUNCTIONS FOR THE DISSIPATE MATRIX INCLUDED IN THE EQUATIONS OF THE METHOD OF MATHEMATICAL PROTOTYPING OF ENERGY PROCESSES
- Authors: Starostin I.E.1
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Affiliations:
- Moscow State Technical University of Civil Aviation
- Issue: No 1 (2025)
- Pages: 28-35
- Section: FUNDAMENTALS OF RELIABILITY AND QUALITY ISSUES
- URL: https://journal-vniispk.ru/2307-4205/article/view/289656
- DOI: https://doi.org/10.21685/2307-4205-2025-1-4
- ID: 289656
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Abstract
Background. Mathematical modeling of processes of various physical and chemical nature is the most important stage in solving problems of design and operation of various physical and chemical systems. The most important requirement for mathematical models is adequacy (i.e. consistency with physical laws) and the possibility of setting the required accuracy (given a sufficient number of experimental data). To construct mathematical models that meet the above requirements, the author proposed a method of mathematical prototyping of energy processes within the framework of mechanics, electrodynamics and modern non-equilibrium thermodynamics – a unified approach to modeling processes of various physical and chemical nature. To obtain the above method for the equations of the dynamics of physical and chemical processes, it is necessary to set the state functions for the properties of substances and processes, including the dissipative matrix, with an accuracy of up to the experimentally studied coefficients. The dissipative matrix must be positive definite (or non-degenerate non-negative definite in the case of inertia in the system). Therefore, the state functions of a dissipative matrix must a priori satisfy the condition of positive definiteness. This work is devoted to the construction of state functions of a dissipative matrix that satisfy the condition of positive definiteness (or non-degeneracy and non-negative definiteness). Matherials and methods. The synthesis of equations of the dynamics of physical and chemical processes is carried out on the basis of the method of mathematical prototyping of energy processes. The state functions for the dissipative matrix are constructed using the methods of uniform approximation of functions and methods of symbolic regression. Results. The assignment of the state functions of the dissipative matrix included in the equations of the method of mathematical prototyping of energy processes, guaranteeing positive definiteness (or non-negative definiteness with non-degeneracy) of the dissipative matrix guarantees the correctness of the assignment of the mentioned functions. Conclusions. The methods proposed in this paper for specifying state functions for a dissipative matrix included in the equations of the method of mathematical prototyping of energy processes make it possible to form a class of correct state functions for dissipative matrices.
About the authors
Igor E. Starostin
Moscow State Technical University of Civil Aviation
Author for correspondence.
Email: starostinigo@yandex.ru
Doctor of technical sciences, professor, professor of the sub-department of electrical engineering and aviation electrical equipment
(20 Kronshtadtskiy boulevard, Moscow, Russia)References
- Yurevich E.I. Osnovy proektirovaniya tekhniki = Fundamentals of engineering design. Saint Petersburg: Sankt- Peterburgskiy gosudarstvennyy politekhnicheskiy universitet, 2012:135. (In Russ.)
- Barzilovich E.Yu. Modeli tekhnicheskogo obsluzhivaniya slozhnykh system = Models of maintenance of complex systems. Moscow: Vyssh. shk., 1982:231. (In Russ.)
- Kolodezhnyy L.P., Chernodarov A.V. Nadezhnost' i tekhnicheskaya diagnostika = Reliability and technical diagnostics. Moscow: Izd-vo VVA im. prof. N.E. Zhukovskogo i Yu.A. Gagarina, 2010:452. (In Russ.)
- Bessekerskiy V.A., Popov E.P. Teoriya sistem avtomaticheskogo upravleniya = Theory of automatic control systems. Saint Petersburg: Professiya, 2003:768. (In Russ.)
- Gaydes M.A. Obshchaya teoriya sistem (sistemy i sistemnyy analiz) = General theory of systems (systems and system analysis). Vinnitsa: Globus-Press, 2005:210. (In Russ.)
- Khromov S.P., Petrosyants M.A. Meteorologiya i klimatologiya = Meteorology and climatology. Moscow: Izd-vo Moskovskogo universiteta, 2006:582. (In Russ.)
- Akimov V.A. Scientific foundations of the general theory of safety. Tekhnologii grazhdanskoy bezopasnosti = Technologies of civil safety. 2017;14(4):4–9. (In Russ.)
- Antonov A.V. Sistemnyy analiz = System analysis. Moscow: Vyssh. shk., 2004:454. (In Russ.)
- Khalyutin S.P., Starostin I.E., Agafonkina I.V. Generalized Method of Mathematical Prototyping of Energy Processes for Digital Twins Development. Energies. 2023;(16):1933–1958. doi: 10.3390/en16041933
- Starostin I.E. Building models of various physical and chemical systems based on interpolation by mathematical prototyping of energy processes. Nadezhnost’ i kachestvo slozhnykh system = Reliability and quality of complex systems. 2024;(1):49–59. (In Russ.). doi: 10.21685/2307-4205-2024-1-6
- Starostin I.E., Gavrilenkov S.I. Architecture of the mathematical core of digital twins of various physico-chemical systems based on the method of mathematical prototyping of energy processes. Nadezhnost’ i kachestvo slozhnykh system = Reliability and quality of complex systems. 2024;(4):160–168. (In Russ.). doi: 10.21685/2307-4205-2024-4-17
- Starostin I.E., Bykov V.I. Kinetic theorem of modern non-equilibrim thermodynamics. Raley, Noth Caroline, USA: Open Science Publishing, 2017:229.
- Starostin I.E., Khalyutin S.P., Bykov V.I. Setting the State functions for the properties of substances and processes in a differential form. The Complex Systems. 2022;(1):4–16.
- Etkin V.A. Energodinamika (sintez teoriy perenosa i preobrazovaniya energii) = Energodynamics (synthesis of theories of energy transfer and transformation). Saint Petersburg: Nauka, 2008:409. (In Russ.)
- Etkin V.A. Ergodynamic theory of the evolution of biological systems. Informatsionnye protsessy, sistemy i tekhnologii = Information processes, systems and technologies. 2022;(1):12–24. (In Russ.)
- Il'in V.A., Sadovnichiy V.A., Sendov Bl.Kh. Matematicheskiy analiz. Prodolzhenie kursa = Mathematical analysis. Continuation of the course. Moscow: Izd-vo Moskovskogo universiteta, 1967:350. (In Russ.)
- Starostin I.E., Khalyutin S.P., Dokin K.K. Method of mathematical prototyping of energy processes for electric circuits. Elektropitanie = Power supply. 2022;(1):41–49. (In Russ.)
- Kanatnikov A.N., Krishchenko A.P. Lineynaya algebra: ucheb. dlya vuzov = Linear algebra textbook for universities. Moscow: Izd-vo MGTU im. N.E. Baumana, 2002:336. (In Russ.)
- Bernshteyn S.N. Sobranie sochineniy = Collected works. Moscow: Izd-vo akademii nauk SSSR, 1952;1:582. (In Russ.)
- Eykhoff P. Systems identification: parameters and state estimation. Eindhoven, Netherlands: University of technology, 1975:680.
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