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Modeling of the processes of functioning of an organizational and technical system based on Markov random processes

https://doi.org/10.21822/2073-6185-2024-51-4-71-79

Abstract

Objective. In this paper, the main approaches to modeling the processes of functioning of the organizational and technical system, in particular the processes of maintenance and repair (MRO) of weapons, military and special equipment (VVST) by repair units of the operating organization (EO) using a mathematical model of Markov random processes, which will allow to evaluate the probabilistic characteristics of MRO processes of the VVST at carrying out activities of daily activities, which consist in carrying out work to restore the serviceability of the VST, as well as carrying out maintenance and operation of the OTS. Method. The modeling of processes is based on probabilistic models, in particular, the theory of random processes. Result. The use of a mathematical model of Markov random processes is justified. A graph of the states of the processes for maintenance and repair of VVST has been developed. A decision support system based on PTC Mathcad Prime has been implemented. The averaged generalized statistical information on the reliability of the VST was used as the initial modeling parameters in the work. Conclusion. The results obtained will make it possible to restore the serviceability and operability of the military-industrial complex both at the enterprises of the military-industrial complex and in the conditions of the operating organization without going beyond the time limits established in the regulatory and technical regulations. The considered approaches to modeling the processes of functioning of an organizational and technical system are a powerful tool for making informed and effective management decisions, they allow you to take into account many factors, conduct scenario analysis and optimize solutions, as well as use computers for more accurate and complex calculations.

About the Authors

A. O. Zheleznyakov
Military Educational and Scientific Center of the Air Force «Air Force Academy named after Professor N.E. Zhukovsky and Yu.A. Gagarin»
Russian Federation

Artem O. Zheleznyakov, Lecturer

53 Patriotov Ave., Voronezh 394065



R. A. Zhilin
Military Educational and Scientific Center of the Air Force «Air Force Academy named after Professor N.E. Zhukovsky and Yu.A. Gagarin»
Russian Federation

Roman A. Zhilin, Cand. Sci. (Eng.), Senior lecturer, Department of Tactical and Special Training

53 Patriotov Ave., Voronezh 394065



References

1. Management of organizational and technical systems. Textbook for foreign military personnel studying at the Zhukovsky Military Air Engineering Academy. V.Ya. Golovin, A.S. Shalamov, V.N. Mironychev, Yu.V. Mitrofanov, A.E. Gritsenko, S.M. Yampolsky. Edited by V.Ya. Golovin. M.: Publishing House of the VVIA named after prof. N.E. Zhukovsky, 2006. (In Russ)

2. Zhilin R.A. Numerical method of clustering homogeneous alternatives characterizing the quality of antiterrorist protection of objects of internal affairs bodies, based on the sum of differences in weighted signs. Modeling, optimization and information technologies. 2020; (8 4(31) (In Russ).

3. Zhilin R.A. Formation of a space of signs for assessing the anti–terrorist security of objects of internal affairs bodies. Protection, security, communications. 2021; (6-2) (In Russ).

4. Golovin V.Ya. Information and mathematical support of organizational and technical systems management tasks. Voronezh: Edition of the Military Aviation Technical University, 2002. (In Russ)

5. Akhlyustin S.B., Melnikov A.V., Zhilin R.A. Prediction of the Integrated Indicator of Quality of a New Object Under the Conditions of Multicollinearity of Reference Data. Bulletin of the South Ural State University. Series: Mathematical Modelling, Programming and Computer Software. 2020;. (13 (4)).

6. Zhilin R.A., Melnikov A.V., Chernikov D.N., Melnik K.A. A numerical method for assessing the significance of criteria in groups of homogeneous alternatives. Bulletin of the Voronezh Institute of the Federal Penitentiary Service of Russia. 2021; (3). (In Russ)

7. Zhilin R.A., Melnikov A.V., Akhlyustin S.B. Modeling of the assessment of the effectiveness of the functioning of security systems of objects of internal affairs bodies. Voronezh : Voronezh Institute of the Ministry of Internal Affairs of the Russian Federation, 2023. (In Russ)

8. Zhilin R.A. The space of signs of a violator of security systems of a general criminal orientation // Mathematical methods and information technologies in system modeling : Materials of the V All-Russian (national) scientific and practical conference, Voronezh, April 29, 2021. Voronezh: Publishing house "Scientific Book", 2021. (In Russ)

9. Wentzel E.S. Theory of random processes and its engineering applications / E.S. Wentzel, L.A. Ovcharov. – M.: Higher School, 1998; 354. (In Russ)

10. Matalytsky M.A. Elements of the theory of random processes: textbook. stipend. Grodno: GrSU, 2004; 326.. (In Russ)

11. Alekseev O.G., Anisimov V.G., Anisimov E.G. Markov models of combat. M.: Ministry of Defense of the USSR, 1985. (In Russ)

12. Koziratsky Yu.L., Kozlitin S.N., Budnikov S.A. Modeling the joint use of electronic warfare and fire damage in the interests of increasing the effectiveness of the struggle for supremacy in management. Control systems, communications and security, 2020. (In Russ)

13. Burkov V.N., Korgin N.A. Models, methods and mechanisms of management and decision–making in organizational systems : a textbook. Moscow : Academy of IBS, 2009. (In Russ)

14. Barkalov S.A., Morozov V.P., Moiseev S.I. Modeling of the decision-making process based on Markov random processes. Mathematical methods and information technologies in system modeling : Materials of the V All-Russian (national) Scientific and Practical conference, Voronezh, April 29, 2021. Voronezh: Publishing House "Scientific Book", 2021. (In Russ)

15. Pleskunov M.A. Theory of mass service: textbook. Ministry of Science and Higher Education of the Russian Federation, Ural. feder. unT. Yekaterinburg: Ural Publishing House. unita, 2022. (In Russ)

16. Melnikov A.V., Karavaev A.A., Zheleznyakov A.O. Analysis of the main approaches to modeling management processes of organizational and technical systems for special purposes. Herald of the Dagestan State Technical University. Technical sciences. 2024;51(1):153-165. – DOI 10.21822/2073-6185-2024-51-1-153-165. (In Russ)

17. RF Patent No. RU 2 778 170 C1, MPK B64F 5/40, B64F 5/60, G06Q 10/06. A method of repairing aircraft equipment during operation in permanent locations. Zheleznyakov A.O., Sidorchuk V.P., 2021. (In Russ)


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For citations:


Zheleznyakov A.O., Zhilin R.A. Modeling of the processes of functioning of an organizational and technical system based on Markov random processes. Herald of Dagestan State Technical University. Technical Sciences. 2024;51(4):71-79. (In Russ.) https://doi.org/10.21822/2073-6185-2024-51-4-71-79

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ISSN 2073-6185 (Print)
ISSN 2542-095X (Online)