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Engineering, Energy, Transport AIC

space SCIENTIFIC JOURNALS OF VINNITSA NATIONAL AGRARIAN UNIVERSITY

Issue №: 1 (128)

Published: 2025.03.31
DOI: 10.37128/2520-6168-2025-1


Description:
The journal solves the problems of creation and improvement of machinery and technologies for agriculture: 131 - Applied Mechanics, 132 - Materials Science, 133 - Industrial Engineering, 141 - Power Engineering, Electrical Engineering and Electromechanics, 208 - Agricultural Engineering.

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RESEARCH ON THE IMPLEMENTATION OF INTELLIGENT SYSTEMS TO INCREASE THE RELIABILITY AND EFFICIENCY OF THE OPERATION OF ELECTRIC POWER COMPLEXES

DOI: 10.37128/2520-6168-2025-1-14
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Mykola STADNIK – Doctor of Technical Sciences, Department of Electric Power Engineering, Electrical Engineering and Electromechanics, Vinnitsa National Agrarian University (3 Sonyachna St., Vinnytsia, 21008, Ukraine, email: stadnik1948@gmail.com, https://orcid.org/0000-0003-3895-9607).

Andrii SHTUTS – Candidate of Technical Sciences, Senior Lecturer., Department of Electric Power Engineering, Electrical Engineering and Electromechanics, Vinnitsa National Agrarian University (3 Sonyachna St., Vinnytsia, 21008, Ukraine, email: shtuts1989@gmail.com, https://orcid.org/0000-0002-4242-2100).

Mykola KOLISNYK – Assistant, Department of Electric Power Engineering, Electrical Engineering and Electromechanics, Vinnitsa National Agrarian University (3 Sonyachna St., Vinnytsia, 21008, Ukraine, email: kolisnik30@gmail.com, https://orcid.org/0000-0001-5502-6556).

Nazar HRYHORENKO – Recipient of the Third Educational and Scientific Level of the specialty Industrial Mechanical Engineering Vinnitsa National Agrarian University (3 Sonyachna St., Vinnytsia, 21008, Ukraine, email: 34grigorenko34@gmail.com, https://orcid.org/0009-0000-0694-5740).

Annotation

Intelligent systems (Smart Systems) are an important element of modern electric power industry, which allows to increase the reliability, efficiency and stability of the functioning of electric networks. The article considers the implementation of intelligent technologies for monitoring, management and optimization of the operation of energy systems. The main attention is paid to the use of artificial intelligence (AI), Internet of Things (IoT) and automated control systems to solve the problems of accident prediction, adaptive management of energy flows and integration of renewable energy sources (RES).
The results of the study confirm the effectiveness of intelligent systems in real conditions. In particular, the use of IoT sensors to monitor the condition of equipment allowed to significantly reduce the number of emergency situations by predicting possible failures. Artificial intelligence algorithms provided adaptive management of energy flows, which allowed to reduce energy losses by 15% and ensure the stability of the networks even under variable load conditions. The integration of renewable energy sources, such as solar and wind power plants, became possible thanks to the implementation of intelligent algorithms that take into account the variability of generation parameters and ensure a balance between energy production and consumption.
The article also discusses mathematical modeling methods and MATLAB/Simulink software to assess the impact of intelligent systems on the operation of power grids. The results demonstrate that the implementation of intelligent systems allows not only to increase the reliability of power systems, but also to reduce maintenance costs and optimize resource use.
The study showed that the key advantages of intelligent systems are their ability to adapt to unstable energy markets, rapid response to emergencies, and integration of new technologies. The article presents prospects for further research, including the development of more complex algorithms for integrating renewable energy sources and improving distributed energy management systems.
Thus, the results of the work confirm that intelligent systems are a powerful tool for the modernization of power grids, contribute to the sustainable development of the energy sector, and ensure the efficient use of energy resources for the integration of renewable energy sources.

Keywords: intelligent systems, electric power, renewable energy sources, research, artificial intelligence, IoT, renewable energy sources, monitoring, optimization, automation.

List of references

1.    Stadnyk, M.I., Hrytsun, A.V., Protsenko, D.P. (2019). Method of covering the load schedule of a livestock farm during autonomous power supply based on biogas plants. Engineering, Energy, Transport AIC, 4 (107), 79–87. [in Ukrainian].
2.    Stadnyk, M.I., Shtuts, A.A., Pylypenko, O.V. (2021). Level of energy supply for livestock farms through biogas. Engineering, Energy, Transport AIC, 1 (112), 100–112. [in Ukrainian].
3.    Stadnyk, M.I. (2018). Optimization of the composition of generating equipment for autonomous energy supply of livestock farms using biogas. Engineering, Energy, Transport AIC, 2 (101), 81–88. [in Ukrainian].
4.    Stadnyk, M.I., Vydmysh, A.A., Shtuts, A.A., Kolisnyk, M.A. (2020). Intelligent systems in power engineering. Theory and practice: Textbook. Vinnytsia: RVV VNAU. [in Ukrainian].
5.    Rozen, V.P., Inshekov, Ye.M., Kalinchyk, I.V. (2013). Optimization of electricity production processes in a combined energy system. Enerhetyka, 1, 20–26. [in Ukrainian].
6.    Matviichuk, V.A. (2022). Development of energy- and resource-saving technologies in preparatory production. Engineering, Energy, Transport AIC, 4 (119), 110–119. [in Ukrainian].
7.    Kaletnik, H.M., Voitiuk, V.D., Bondar, S.M., Skoruk, O.P. (2010). Management of engineering activities in production and service enterprises of the agro-industrial complex: Textbook. Kyiv: Ministry of Education and Science of Ukraine. [in Ukrainian].
8.    Kaletnik, H.M. (2010). Biofuel. Food, energy, and economic security of Ukraine: Monograph. Kyiv: High-Tech Press. [in Ukrainian].
9.    Kaletnik, H.M., Pryshliak, V.M. (2008). Biofuels. Efficiency of their production and consumption in the agro-industrial complex of Ukraine: Textbook. Vinnytsia: VNAU. [in Ukrainian].
10.    Pleshkov, S.P. (2001). Application of mathematical models of electricity consumption in agricultural production for automatic control and management systems. Bulletin of Kharkiv State Technical University of Agriculture. Issues of Energy Supply and Energy Saving in the Agro-Industrial Complex of Ukraine. Kharkiv: KhDTUSG, 269–273. [in Ukrainian].
11.    Rubanenko, O.O., Yanovych, V.P., Vydmysh, A.A. (2019). Analysis of RES operation in distribution networks and ways to compensate for their instability. Bulletin of Khmelnytskyi National University, 263–268. [in Ukrainian].
12.    Denysiuk, S.P. (2014). Technological guidelines for the implementation of the Smart Grid concept in power systems. Enerhetyka: Ekonomika, Tekhnolohii, Ekologiia, 7–20. [in Ukrainian].
13.    Stohniy, B.S., Kyrylenko, O.V., Prakhovnyk, A.V., Denysiuk, S.P. (2012). Evolution of intelligent power grids and their prospects in Ukraine. Tekhn. Elektrodynamika, 52–67. [in Ukrainian].
14.    Denysiuk, S.P., Horenko, D.S. (2016). Analysis of problems in implementing virtual power plants. Enerhetyka: Ekonomika, Tekhnolohii, Ekologiia, 25–33. [in Ukrainian].
15.    Rozhkov, P.P., Rozhkova, S.Ye. (2018). Control and accounting of electrical energy: Lecture notes. KhNUMG. [in Ukrainian].
16.    Stasiuk, O.I., Honcharova, L.L. (2016). Principles and methods of computer intellectualization of railway power supply networks. Information and Control Systems on Rail Transport, 10–18. [in Ukrainian].
17.    Pererva, P.H., Omelianenko, T.V. (2014). Formation of the value of relationships between energy supply enterprises and electricity consumers. Marketing and Innovation Management. [in Ukrainian].

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About journal

Topics of the journal:

131 - Applied Mechanics

132 - Materials Science

133 - Industry engineering

141 - Power engineering, electrical engineering and electromechanics

208 - Agricultural engineering

The magazine "Engineering, Energy, Transport AIC" is included in the list of scientific professional editions of Ukraine on technical sciences

(Category "Б", Order of the Ministry of Education and Science of Ukraine dated 02.07.2020 №886)

Old version of site: http://tetapk.vsau.edu.ua, http://techjournal.vsau.org

According to the decision of National Council of Television and Radio Broadcasting of Ukraine from 25.04.2024 No. 1337 the scientific journal «Engineering, Energy, Transport AIC» has the ID of the Media R30-05173.

The journal "Engineering, Energy, Transport AIC" is indexed according to the following databases and catalogs:

                               Index Copernicus logo            Фахові видання України logo 
              
                  Crossref logoНБУ ім. В.І. Вернадського logo
Key information:
ISSN (print): 2520-6168
DOI: 10.37128/2520-6168

Certificate of state registration of mass media: No. 21906-11806 P dated 03/12/2016.

Founder of the journal: Vinnytsia National Agrarian University

Editor-in-chief: Olexii TOKARCHUK - Candidate of Technical Sciences, Associate Professor, VNAU (Vinnytsia)

Deputy Editor-in-Chief: Vitalii YAROPUD - Candidate of Technical Sciences, Associate Professor, VNAU (Vinnytsia)

Executive Secretary: Yuriy POLIEVODA - Candidate of Technical Sciences, Associate Professor, VNAU (Vinnytsia)

Members of the Editorial Board:

Oleg TSURKAN – Doctor of Technical Sciences, Full Professor, Vinnytsia National Agrarian University (Ukraine)

Volodymyr BULGAKOV – Doctor of Technical Sciences, Full Professor, Acad. NAAS, National University of Life and Environmental Sciences of Ukraine (Ukraine)

Rostislav ISKOVICH-LOTOTSKY  – Doctor of Technical Sciences, Full Professor, Vinnytsia National Technical University (Ukraine)

Yuliia SALENKO – Doctor of Technical Sciences, Full Professor, Kremenchuk Mykhailo Ostrohradskyi National University (Ukraine)

Igor KUPCHUK – Candidate of Technical Sciences, Associate Professor, Vinnytsia National Agrarian University (Ukraine)    

Serhii SHARHORODSKYI – Candidate of Technical Sciences, Associate Professor, Vinnytsia National Agrarian University (Ukraine)

Valerii HRANIAK – Candidate of Technical Sciences, Associate Professor, Vinnytsia National Agrarian University (Ukraine)

Anatoly SPIRIN – Candidate of Technical Sciences, Associate Professor, Vinnytsia National Agrarian University (Ukraine)

Olena SOLONA  – Candidate of Technical Sciences, Associate Professor, Vinnytsia National Agrarian University (Ukraine)

Igor TVERDOKHLIB – Candidate of Technical Sciences, Associate Professor, Vinnytsia National Agrarian University (Ukraine)

Yaroslav IVANCHUK – Doctor of Technical Sciences, Full Professor, Vinnytsia National Technical University (Ukraine)

Foreign members of the editorial board

Jordan Todorov MAXIMOV – Doctor of Technical Sciences, Full Professor, Technical University of Gabrovo (Bulgaria)   

Audrius ŽUNDA – Ph.D., Associate Professor, Vytautas Magnus University (Kaunas, Lithuania)

 

Type of publication: journal

Kind of publication: scientific

Publication status: domestic

Year of foundation: 1997

Periodicity: 4 times per year

Volume: 18-20 conv. print. sheet (А4)

ISSN: 2520-6168 (print version), (online version)

Language of publication: (mixed languages) Ukrainian, English

The sphere of distribution and category of readers: national, foreign, faculty, scientists, entrepreneurs.

The periodical edition is included to the List of scientific professional publications of Ukraine on technical sciences, approved by order of the Ministry of Education and Science of Ukraine in 05.16.2016, No. 515.

The journal "Engineering, Energy, Transport AIC" is included in the "Catalog of Ukrainian Publications".

Subscription to the journal can be issued in each post office. The subscription index is 99720.

History of journal:

It was founded in 1997 under the title "Bulletin of the Vinnitsa State Agricultural Institute." According to the Decree of the Presidium of the Higher Attestation Commission of Ukraine of September 11, 1997, this publication received the status of a professional in which it is allowed to publish the main results of dissertation researches.

In 2001-2014 the journal published under the title “Collection of scientific works of Vinnytsia National Agrarian University. Series: Technical Sciences "(Certificate of State Registration of Mass Media KV No. 16644-5116 PR of 04/30/2010).

Since 2015 journal has title "Engineering, Energy, Transport AIC" (Certificate of State Registration of Mass Media No. 21906-11806 P dated 03/12/2016).