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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">geores</journal-id><journal-title-group><journal-title xml:lang="ru">Георесурсы</journal-title><trans-title-group xml:lang="en"><trans-title>Georesources</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1608-5043</issn><issn pub-type="epub">1608-5078</issn><publisher><publisher-name>Georesursy LLC</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.18599/grs.2024.3.23</article-id><article-id custom-type="elpub" pub-id-type="custom">geores-343</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ГЕОЛОГО-ГЕОХИМИЧЕСКИЕ ИССЛЕДОВАНИЯ, ПОИСК, РАЗВЕДКА И РАЗРАБОТКА МЕСТОРОЖДЕНИЙ УГЛЕВОДОРОДОВ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>GEOLOGICAL-GEOCHEMICAL RESEARCH, PROSPECTING, EXPLORATION AND DEVELOPMENT OF HYDROCARBON FIELDS</subject></subj-group></article-categories><title-group><article-title>Прогнозирование вязкостно-температурной зависимости смеси нефтей по информации об их плотности, содержании парафина, смол, асфальтенов и фракционном составе</article-title><trans-title-group xml:lang="en"><trans-title>Prediction of the Viscosity-Temperature Dependence of a Mixture of Oils Based on Information about the Density, Content of Paraffin, Resins, Asphaltenes and Fractional Composition</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Валеев</surname><given-names>А. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Valeev</surname><given-names>A. R.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Анвар Рашитович Валеев – доктор тех. наук, профессор кафедры «Транспорт и хранение нефти и газа»</p><p>450064, Уфа, ул. Космонавтов, д. 1</p></bio><bio xml:lang="en"><p>Anvar R. Valeev – Dr. Sci. (Engineering), Professor of the Department of Oil and Gas Transportation and Storage</p><p>Kosmonavtov st., Ufa, 450064</p></bio><email xlink:type="simple">anv-v@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ташбулатов</surname><given-names>Р. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Tashbulatov</surname><given-names>R. R.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Радмир Расулевич Ташбулатов – кандидат тех. наук, доцент кафедры «Транспорт и хранение нефти и газа»</p><p>450064, Уфа, ул. Космонавтов, д. 1</p></bio><bio xml:lang="en"><p>Radmir R. Tashbulatov – Cand. Sci. (Engineering), Associate Professor of the Department of Transportation and Storage of Oil and Gas</p><p>1 Kosmonavtov st., Ufa, 450064</p></bio><email xlink:type="simple">tashbulatovradmir@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Чэнь</surname><given-names>Я.</given-names></name><name name-style="western" xml:lang="en"><surname>Chen</surname><given-names>Y.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Чень Ян – кандидат тех. наук, Ph.D., доцент кафедры «Транспорт и хранение нефти и газа»</p><p>610500, Провинция Сычуань, Чэнду, ул. Щинду, д. 8</p></bio><bio xml:lang="en"><p>Yang Chen – Cand. Sci. (Engineering), Ph.D., Associate Professor of the Department of Transportation and Storage of Oil and Gas</p><p>8 Shchindu str., Chengdu, Sichuan Province, 610500</p></bio><email xlink:type="simple">doctorchenyang@foxmail.com</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Каримов</surname><given-names>Р. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Karimov</surname><given-names>R. M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Ринат Маратович Каримов – кандидат тех. наук, доцент кафедры «Транспорт и хранение нефти и газа»</p><p>450064, Уфа, ул. Космонавтов, д. 1</p></bio><bio xml:lang="en"><p>Rinat M. Karimov – Cand. Sci. (Engineering), Associate Professor of the Department of Oil and Gas Transportation and Storage</p><p>1 Kosmonavtov str., Ufa, 450064</p></bio><email xlink:type="simple">karimov_rinat@mail.ru</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Уфимский государственный нефтяной технический университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Ufa State Petroleum Technical University</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Юго-западный нефтяной университет</institution><country>Китай</country></aff><aff xml:lang="en"><institution>Southwest Petroleum University</institution><country>China</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Уфимский государственный нефтяной технический университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Southwest Petroleum University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>30</day><month>09</month><year>2024</year></pub-date><volume>26</volume><issue>3</issue><fpage>232</fpage><lpage>239</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Валеев А.Р., Ташбулатов Р.Р., Чэнь Я., Каримов Р.М., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Валеев А.Р., Ташбулатов Р.Р., Чэнь Я., Каримов Р.М.</copyright-holder><copyright-holder xml:lang="en">Valeev A.R., Tashbulatov R.R., Chen Y., Karimov R.M.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.geors.ru/jour/article/view/343">https://www.geors.ru/jour/article/view/343</self-uri><abstract><p>Предложен новый способ прогнозирования вязкостно-температурных характеристик смесей нефтей различных месторождений, непрерывно образующихся в процессе выполнения технологических операций при их сборе, транспорте и переработке в разветвленных трубопроводных системах. Основная идея заключается в определении корреляционной зависимости вязкости нефти от других ее физико-химических свойств, которые при смешении нефтей поддаются аддитивному расчету. Такими параметрами являются плотность, содержание высокомолекулярных соединений, их фракционный состав и т.п. По корреляционной зависимости можно оценить значение вязкости смеси после определения расчетным способом ее аддитивных физико-химических свойств. По известным характеристикам нефтей подобраны и проанализированы различные регрессии первого и второго рода с целью построения уравнений для определения вязкости при температурах 10 °С, 20 °С, 30 °С, 40 °С, 50 °С в зависимости от указанных аддитивных параметров. Предложен также способ определения вязкостно-температурной зависимости нефти на основе уравнения Рейнольдса – Филонова. Полученные погрешности определения вязкости являются допустимыми для выполнения предварительных прогнозных расчетов энергопотребления перекачки при планировании грузопотоков нефтей различных месторождений по разветвленной трубопроводной системе.</p></abstract><trans-abstract xml:lang="en"><p>The article is devoted to the problem of predicting the viscosity of an oil mixture. Viscosity is an important characteristic of oil when calculating pressure losses due to friction when moving in a well, through field pipelines, through a network of main oil pipelines. In the presence of a complex branched network of pipelines and the flow of oil from various wells and fields in the condition of constantly changing production flow rates, a large number of mixture variants can be formed. Laboratory determination of viscosity for each theoretically possible mixture is practically difficult to implement, therefore, it is promising to determine the viscosity of the mixture by a computational method based on parameters amenable to additivity. Such parameters can be density, component composition and its derivatives, such as the content of paraffins, resins, asphaltenes, and fractional composition. The article analyzes various regressions of the first and second kind to obtain equations for determining viscosity depending on the mentioned parameters. A model is being developed to predict the viscosity-temperature dependence of an oil mixture based on information on density, paraffin content, resins, asphaltenes and fractional composition. The results can be applied to the calculation of field and trunk oil pipeline networks.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>нефть</kwd><kwd>вязкость</kwd><kwd>кроссвалидация</kwd><kwd>парафины</kwd><kwd>смолы</kwd><kwd>асфальтены</kwd><kwd>база данных</kwd></kwd-group><kwd-group xml:lang="en"><kwd>oil</kwd><kwd>viscosity</kwd><kwd>cross-validation</kwd><kwd>paraffin</kwd><kwd>resins</kwd><kwd>asphaltenes</kwd><kwd>database</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Исследование выполнено за счет гранта Евразийского научно-образовательного центра (проект № ЕНОЦ-06-22).</funding-statement><funding-statement xml:lang="en">The research was carried out at the expense of a grant from the Eurasian Scientific and Educational Center (project No. ENOC-06-22).</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Аралов О.В., Буянов И.В., Саванин А.С., Иорданский Е.И. 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