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				<identifier>oai:ojs2.stroyjurnal-asa.ru:article/139</identifier>
				<datestamp>2021-11-26T07:19:01Z</datestamp>
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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="https://jats.nlm.nih.gov/publishing/1.1/" xml:lang="ru" article-type="research-article" dtd-version="1.1" specific-use="eps-0.1">
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				<journal-id journal-id-type="publisher-id">asa</journal-id><journal-title-group>
			<journal-title xml:lang="ru">Строительство и техногенная безопасность</journal-title></journal-title-group>			<issn pub-type="ppub">2413-1873</issn>			<publisher><publisher-name>КФУ им. В.И. Вернадского</publisher-name></publisher>
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			<article-id pub-id-type="doi">10.37279/2413-1873-2021-22-91-100</article-id><article-id pub-id-type="publisher-id">139</article-id>
			<article-categories><subj-group xml:lang="en"><subject>Engineering support</subject></subj-group><subj-group xml:lang="ru"><subject>Инженерное обеспечение</subject></subj-group></article-categories>
			<title-group><article-title xml:lang="ru">ТЕХНИКА ИСКУССТВЕННОГО ИНТЕЛЛЕКТА ДЛЯ ПРОИЗВОДСТВА ЭНЕРГИИ И АВТОМАТИЗАЦИЯ УПРАВЛЕНИЯ ГИБРИДНОЙ СОЛНЕЧНО-ВЕТРО-ДИЗЕЛЬНОЙ ЭНЕРГЕТИЧЕСКОЙ СИСТЕМОЙ</article-title><trans-title-group xml:lang="en"><trans-title>THE ARTIFICIAL INTELLIGENCE TECHNIQUE FOR THE ENERGY GENERATION AND ADMINISTRATION OF THE HYBRID SOLAR/WIND/DIESEL POWER SYSTEM</trans-title></trans-title-group></title-group>
			<contrib-group content-type="author">
				<contrib contrib-type="author">
<name-alternatives>					<name>
						<surname>Абдали</surname>
						<given-names>Л. М.</given-names>
					</name>
					<name xml:lang="en">
						<surname>Abdali</surname>
						<given-names>L. M.</given-names>
					</name>
</name-alternatives>					<xref ref-type="aff" rid="aff-1"/>
				</contrib>
				<contrib contrib-type="author">
<name-alternatives>					<name>
						<surname>Али</surname>
						<given-names>К. А.</given-names>
					</name>
					<name xml:lang="en">
						<surname>Ali</surname>
						<given-names>Q. A.</given-names>
					</name>
</name-alternatives>					<xref ref-type="aff" rid="aff-2"/>
				</contrib>
				<contrib contrib-type="author">
<name-alternatives>					<name>
						<surname>Кувшинов</surname>
						<given-names>В. В.</given-names>
					</name>
					<name xml:lang="en">
						<surname>Kuvshinov</surname>
						<given-names>V. V.</given-names>
					</name>
</name-alternatives>					<xref ref-type="aff" rid="aff-3"/>
				</contrib>
				<contrib contrib-type="author">
<name-alternatives>					<name>
						<surname>Бекиров</surname>
						<given-names>Э. А.</given-names>
					</name>
					<name xml:lang="en">
						<surname>Bekirov</surname>
						<given-names>E. A.</given-names>
					</name>
</name-alternatives>					<xref ref-type="aff" rid="aff-4"/>
				</contrib>
				<contrib contrib-type="author">
<name-alternatives>					<name>
						<surname>Коровкин</surname>
						<given-names>Н. В.</given-names>
					</name>
					<name xml:lang="en">
						<surname>Korovkin</surname>
						<given-names>N. V.</given-names>
					</name>
</name-alternatives>					<xref ref-type="aff" rid="aff-5"/>
				</contrib>
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			<aff id="aff-1">
			<institution content-type="orgname">ФГАОУ ВО «Севастопольский государственный университет», Институт ядерной энергии и промышленности, г. Севастополь, РФ , laith_2210@yahoo.com</institution>
			<institution content-type="orgname" xml:lang="en">Sevastopol State University, Institute of Nuclear Energy and Industry, 7, Kurchatov Avenue, Sevastopol, 299015, Russia, E-mail: laith_2210@yahoo.com</institution>
			</aff>
			<aff id="aff-2">
			<institution content-type="orgname">ФГАОУ ВО «Санкт-Петербургский политехнический университет Петра Великого» Институт энергетики г. Санкт-Петербург, РФ, qaysadnanali153@gmail.com</institution>
			<institution content-type="orgname" xml:lang="en">Postgraduate student, Institute of Energy of Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia, E-mail: qaysadnanali153@gmail.com</institution>
			</aff>
			<aff id="aff-3">
			<institution content-type="orgname">ФГАОУ ВО «Севастопольский государственный университет», Институт ядерной энергии и промышленности, г. Севастополь, РФ</institution>
			<institution content-type="orgname" xml:lang="en">Sevastopol State University, Institute of Nuclear Energy and IndustrySevastopol State University, Institute of Nuclear Energy and Industry, 7, Kurchatov Avenue, Sevastopol, 299015, Russia</institution>
			</aff>
			<aff id="aff-4">
			<institution content-type="orgname">ФГАОУ ВО «Крымский федеральный университет им. Вернадского», Физико-технический институт, г. Симферополь, РФ, bekirov.e.a@cfuv.ru</institution>
			<institution content-type="orgname" xml:lang="en">Crimean Federal University named after V.I. Vernadsky, 295007, Simferopol, Prospect Academic Vernadsky 4, Russia, bekirov.e.a@cfuv.ru</institution>
			</aff>
			<aff id="aff-5">
			<institution content-type="orgname">ФГАОУ ВО «Санкт-Петербургский политехнический университет Петра Великого» Институт энергетики г. Санкт-Петербург, РФ, Nikolay.korovken@gmail.com</institution>
			<institution content-type="orgname" xml:lang="en">Postgraduate student, Institute of Energy of Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia, E-mail: Nikolay.korovken@gmail.com</institution>
			</aff>
			<pub-date date-type="pub" publication-format="electronic">
				<day>26</day>
				<month>11</month>
				<year>2021</year>
			</pub-date>
				<issue seq="7">22(74)</issue><issue-id>70</issue-id><fpage>91</fpage>
				<lpage>100</lpage>
			<permissions>
				<copyright-statement>Copyright (c) 2021 Строительство и техногенная безопасность</copyright-statement>
				<copyright-year>2021</copyright-year>
				<copyright-holder>Строительство и техногенная безопасность</copyright-holder>
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			<self-uri>https://www.stroyjurnal-asa.ru/index.php/asa/article/view/139</self-uri>
			<abstract><p>Использование возобновляемых источников энергии играет незаменимую роль в отдаленных районах, где электросеть недоступна. Фотоэлектрическое преобразование энергии (ФЭ) и преобразование энергия ветра основные виды используемых возобновляемых источников энергии. Гибридные системы считаются наиболее эффективным решением для удаленных районов, не подключенных к централизованной энергосети.</p>
<p>Возобновляемая энергия привлекает внимание исследователей во всем мире. Основная задача состоит в том, чтобы объединить различные существующие источники в единую модель, чтобы извлечь пользу каждого из них, одновременно дополняя недостатки друг друга. Возможности управления комбинированными гибридными системами на основе возобновляемых источников энергии в настоящий момент досконально не изучены. Для увеличения выработки электрической энергии и снижения потерь при работе этих систем необходимо проводить исследования, направленные на улучшение взаимодействий отдельных узлов предложенных систем генерации и улучшение методик расчетов гибридных энергетических установок. Комплексное использование систем солнечной и ветровой генерации способно значительно улучшить энергетические характеристики и увеличить выработку электрической энергии.</p>
<p>В этой работе предлагается метод интеграции солнечной фотоэлектрической системы, ветряной турбины и дизельного генератора, подключенных к нагрузке. К системе также подключается дополнительная нагрузка для поглощения избыточной мощности. Модель гибридной системы была разработана в MATLAB/Simulink. Был разработан контроллер на основе системы адаптивного нейро-нечеткого вывода, и система проанализирована с точки зрения выработки и потребления энергии. Полученные результаты показывают степень увеличения надежности и стабильности работы системы.</p></abstract><trans-abstract xml:lang="en"><p>The use of renewable energy sources plays an irreplaceable role in remote areas where the power grid is not available. Photovoltaic power conversion (PV) and wind power conversion are the main types of renewable energy sources used. Hybrid systems are considered the most efficient solution for remote areas that are not connected to the centralized power grid.</p>
<p>Renewable energy is attracting the attention of researchers around the world. The main challenge is to combine the various existing sources into a single model in order to benefit from each of them, while complementing each other's disadvantages. The possibilities of managing combined hybrid systems based on renewable energy sources are currently not thoroughly studied. To increase the generation of electrical energy and reduce losses during the operation of these systems, it is necessary to conduct research aimed at improving the interactions of individual nodes of the proposed generation systems and improving the calculation methods for hybrid power plants. The integrated use of solar and wind generation systems can significantly improve energy performance and increase the generation of electrical energy.</p>
<p>This paper proposes a method for integrating a solar photovoltaic system, a wind turbine, and a diesel generator connected to a load. An additional load is also connected to the system to absorb excess power. The hybrid system model was developed in MATLAB / Simulink. A controller based on an adaptive neuro-fuzzy inference system was developed and the system analyzed in terms of energy production and consumption. The results obtained show the degree of increase in the reliability and stability of the system.</p></trans-abstract><kwd-group xml:lang="en"><title>Keywords</title><kwd>solar-wind system</kwd><kwd>diesel power plant</kwd><kwd>control system</kwd><kwd>photovoltaic panel</kwd><kwd>wind turbine</kwd><kwd>hybrid energy production</kwd><kwd>renewable energy sources (RES)</kwd><kwd>simulation model</kwd></kwd-group><kwd-group xml:lang="ru"><title>Ключевые слова</title><kwd>солнечно-ветровая система</kwd><kwd>дизельная электрическая установка</kwd><kwd>система управления</kwd><kwd>фотоэлектрическая панель</kwd><kwd>ветряная турбина</kwd><kwd>гибридное производство энергии</kwd><kwd>овляемые источники энергии (ВИЭ)</kwd><kwd>компьютерное моделирование</kwd></kwd-group><counts><page-count count="10"/></counts>
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