The work is devoted to the development of the software complex of the intellectual
decision-making system in the problems of management of the processes of functioning of nuclear
power facilities. It is shown that the construction of the software complex requires the choice of
structure based on the analysis of the tasks assigned to the software. Taking into account the
developed mathematical software, implemented in the form of a set of mathematical models that
allow to analyze data by processing the input information, and algorithms that perform the
formation of the system structure, its optimization and ensure its operation, the following main
functions were identified and implemented: the formation of a regression model depending on
the input information flow of informative data; the formation of a neural network structure
depending on the input information flow of data; configuration of system parameters in order to
ensure the required quality of its functioning; visual display of information about the quality of
the software; providing data storage in an accessible and easy to understand form; providing
storage of configurable system parameters and their dynamics in the learning process ANFISlike neural network model. The proposed engineering solutions have improved the quality of
decision-making due to the efficiency and reliability of the processed information, as well as by
reducing the overall error of the forecast.
1. Danilov A. Intellectual decision-making system in the context of potentially
dangerous nuclear power facilities [Text] /A. Danilov, V. Povarov, V.
Burkovsky, S. Podvalny and K. Gusev// MATEC Web of Conferences
Volume 161 (2018).
2. Povarov V.P. Decision-making algorithms for managing the lifetime of
nuclear power facilities [Text] / V.P. Povarov, MB Bakirov, A.D. Danilov //
VSTU Bulletin. -2018.- T.14.-№ 1.- P. 49-58.
3. Povarov V.P. Generalized structure of the decision-making system in the
conditions of potentially hazardous nuclear energy facilities [Text] / V.P.
Povarov // VSTU Bulletin. -2018. T.14.-№ 2.- P. 51-56
4. Povarov V.P. Software and hardware complex for continuous monitoring of
the operational damageability of equipment of nuclear power plants [Text] /
V.P. Povarov, MB Bakirov, A.D. Danilov // VSTU Bulletin. - 2017. - V. 13.
- №. 6. - p. 58–63.
5. Povarov V.P. Automated system of multiparameter monitoring of parameters
of the state of NPP power plants [Text] / V.P. Povarov, MB Bakirov, A.D.
Danilov. Voronezh: Scientific book, 2017.- 245 p.
6. Povarov V.P. Principles of development of decision-making systems in the
tasks of managing nuclear units [Text] / V.P. Povarov // VSTU Bulletin. -
2018.- V. 14.-№ 2.- P. 87-91.
7. Povarov, V. Data support system for controlling decentralised nuclear power
industry facilities through uninterruptible condition monitoring [Text] / V.
Povarov, A. Danilov, V. Burkovsky and K. Gusev// MATEC Web of
Conferences Volume 161 (2018).
Povarov Vladimir Petrovich
Candidate of Technical Sciences
Email: povarovvp@nvnpp1.rosenergoatom.ru
The branch of JSC "Concern Rosenergoatom" "Novovoronezh nuclear power plant"
Novovoronezh, Russian Federation
