Scientific and technical journal

«Automation and Informatization of the fuel and energy complex»

ISSN 0132-2222

Automation and Informatization of the fuel and energy complex
An application development for reliability research of the system based on Markov processes

UDC: 621.3.019.3:004.415
DOI: 10.33285/2782-604X-2022-5(586)-41-48

Authors:

VOLKOV DENIS A.1,
SELEZNEV EGOR A.1

1 National University of Oil and Gas "Gubkin University", Moscow, Russian Federation

Keywords: Markov processes, Markov chains, reliability, complex reliability indicators, technical use factor, availability factor, SOLID, Python, PyQT, NetworkX, NumPy, Python FPDF

Annotation:

The Markov processes model has been considered for complex reliability indicators researches. A set of programming tools for the application development based on the considered mathematical model is substantiated. The application structure with programming templates used for its development is described. The application main features as well as examples of its practical use and the further ways of development is determined.

Bibliography:

1. Venttsel' E.S. Issledovanie operatsiy. – M.: Znanie, 1976. – 64 s.
2. Volkov D.A., Seleznev E.A. Variant realizatsii postroeniya grafa sostoyaniy markovskikh protsessov // Gubkinskiy universitet v ekosisteme sovremennogo obrazovaniya: tez. dokl. V region. nauch.-tekhn. konf., posvyashchennoy 150-letiyu so dnya rozhdeniya I.M. Gubkina. – M., 2021. – S. 33.
3. Sukharev M.G. Markovskie protsessy (prikladnye aspekty). – M.: Izd. tsentr RGU nefti i gaza (NIU) im. I.M. Gubkina, 2007. – 135 s.
4. Sbornik zadach po teorii nadezhnosti / pod red. A.M. Polovko, I.M. Malikova. – M.: Sovetskoe radio, 1972. – 408 s.
5. Shishmarev V.Yu. Nadezhnost' tekhnicheskikh sistem: ucheb. dlya vuzov. – 2-e izd., ispr. i dop. – M.: Yurayt, 2020. – 289 s.
6. Volkov D.A. Model' otsenki nadezhnosti mnogourovnevoy avtomatizirovannoy sistemy dispetcherskogo upravleniya transportom gaza // Avtomatizatsiya, telemekhanizatsiya i svyaz' v neftyanoy promyshlennosti. – 2016. – № 12. – S. 20–23.
7. Volkov D.A. The model of programing solution for estimating reliability of gas transport automated dispatch control system // Neft' i gaz – 2016: mezhdunar. molodezhnaya nauch. konf., priurochennaya k III nats. neftegazovomu forumu, Moskva, 18–20 apr. – M.: RGU nefti i gaza im. I.M. Gubkina, 2016. – S. 252.
8. Python programming language. – URL: https://www.python.org/ (data obrashcheniya 22.03.2022).
9. Platt E. Network Science with python and NetworkX. – Birmingham: Packt publishing, 2019. – 190 p.
10. Johansson R. Numerical python: scientific computing and data science applications. – New York: Apress, 2019. – 683 s.