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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">probener</journal-id><journal-title-group><journal-title xml:lang="ru">Известия высших учебных заведений. ПРОБЛЕМЫ ЭНЕРГЕТИКИ</journal-title><trans-title-group xml:lang="en"><trans-title>Power engineering: research, equipment, technology</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1998-9903</issn><issn pub-type="epub">2658-5456</issn><publisher><publisher-name>Kazan State Power Engineering  University</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.30724/1998-9903-2024-26-1-144-150</article-id><article-id custom-type="elpub" pub-id-type="custom">probener-2972</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>ЭНЕРГЕТИЧЕСКИЕ СИСТЕМЫ И КОМПЛЕКСЫ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ENERGY SYSTEMS AND COMPLEXES</subject></subj-group></article-categories><title-group><article-title>Система автоматизированного мониторинга и прогнозирования остаточного ресурса трубопроводного транспорта</article-title><trans-title-group xml:lang="en"><trans-title>System of automated monitoring and forecasting of the remaining resource of pipeline transport</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>Гапоненко</surname><given-names>С. О.</given-names></name><name name-style="western" xml:lang="en"><surname>Gaponenko</surname><given-names>S. O.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Сергей Олегович Гапоненко, канд. техн. наук, доцент</p><p>кафедры «Промышленная теплоэнергетика и системы теплоснабжения (ПТЭ» </p><p>Казань</p></bio><bio xml:lang="en"><p>Sergey O. Gaponenko</p><p>Kazan</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кондратьев</surname><given-names>А. Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Kondratiev</surname><given-names>А. E.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Александр Евгеньевич Кондратьев, канд. техн. наук, доцент</p><p>кафедра «Промышленная теплоэнергетика и системы теплоснабжения (ПТЭ)» </p><p>Казань</p></bio><bio xml:lang="en"><p>Aleksandr E. Kondratiev</p><p>Kazan</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Калинина</surname><given-names>М. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Kalinina</surname><given-names>M. V..</given-names></name></name-alternatives><bio xml:lang="ru"><p>Марина Владимировна Калинина, ассистент</p><p>кафедра «Промышленная теплоэнергетика и системы теплоснабжения (ПТЭ)» </p><p>Казань</p></bio><bio xml:lang="en"><p>Marina V. Kalinina</p><p>Kazan</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ахметова</surname><given-names>Р. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Akhmetova</surname><given-names>R. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Римма Валентиновна Ахметова, канд. техн. наук, доцент</p><p>кафедра «Электрические станции им. В. К. Шибанова»</p><p>Казань</p></bio><bio xml:lang="en"><p>Rimma V. Akhmetova</p><p>Kazan</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Казанский государственный энергетический университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Kazan State Power Engineering 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>24</day><month>04</month><year>2024</year></pub-date><volume>26</volume><issue>1</issue><fpage>144</fpage><lpage>150</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Гапоненко С.О., Кондратьев А.Е., Калинина М.В., Ахметова Р.В., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Гапоненко С.О., Кондратьев А.Е., Калинина М.В., Ахметова Р.В.</copyright-holder><copyright-holder xml:lang="en">Gaponenko S.O., Kondratiev А.E., Kalinina M.V., Akhmetova R.V.</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.energyret.ru/jour/article/view/2972">https://www.energyret.ru/jour/article/view/2972</self-uri><abstract><p>   В статье представлена система автоматизированного мониторинга и прогнозирования остаточного ресурса трубопроводного транспорта, состоящая из разработанного и изготовленного информационно-диагностического комплекса для мониторинга технического состояния трубопроводного транспорта и программного обеспечения. Определены информативные диапазоны частот для мониторинга технического состояния трубопроводного транспорта. Проведены экспериментальные исследования, подтверждающие эффективность разработанного технического решения. Рассмотрены проблемы надежности трубопроводного транспорта. Проведен анализ существующих методов оценки технического состояния трубопроводов. Разработана система автоматизированного мониторинга и прогнозирования остаточного ресурса трубопроводного транспорта. Проведены экспериментальные исследования. При выполнении работы использовались методы схемного и имитационного моделирования, теории автоматического управления, планирования эксперимента, принятия решений, вероятностные и статистические методы математической обработки и метод конечно-элементного анализа. На основе результатов исследования разработана новая методика оценки технического состояния трубопроводного транспорта.</p></abstract><trans-abstract xml:lang="en"><p>   This article presents a system of automated monitoring and forecasting of the residual resource of pipeline transport, consisting of a developed and manufactured information and diagnostic complex for monitoring the technical condition of pipeline transport and software. Informative frequency ranges for monitoring the technical condition of pipeline transport are determined. Experimental studies have been conducted to confirm the effectiveness of the developed technical solution. The paper considers the problems of reliability of pipeline transport. The analysis of existing methods for assessing the technical condition of pipelines is carried out. A system of automated monitoring and forecasting of the residual resource of pipeline transport has been developed. Experimental studies have been conducted. The methods of circuit and simulation modeling, the theory of automatic control, experimental planning, decision-making, probabilistic and statistical methods of mathematical processing and the method of finite element analysis were used in the performance of the work. Based on the resultsof the study, a new methodology for assessing the technical condition of pipeline transport has been developed.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>система автоматизированного мониторинга</kwd><kwd>прогнозирование остаточного ресурса</kwd><kwd>трубопроводный транспорт</kwd><kwd>мониторинг</kwd><kwd>остаточный ресурс</kwd><kwd>автоматизация</kwd><kwd>техническое обслуживание</kwd><kwd>диагностика</kwd><kwd>безопасность</kwd><kwd>эффективность</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Automated monitoring system</kwd><kwd>forecasting of residual resource</kwd><kwd>pipeline transport</kwd><kwd>monitoring</kwd><kwd>residual resource</kwd><kwd>automation</kwd><kwd>maintenance</kwd><kwd>diagnostics</kwd><kwd>safety</kwd><kwd>efficiency</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">De, Y., Zhao, Y., Zhong, R., Yao, L., Xu, Y. Study on the Thermodynamic Calculation Model and Solution Method Along the Steady Operation of Long Transport Pipeline, (2021), Mechanisms and Machine Science, 99, pp. 457-466.</mixed-citation><mixed-citation xml:lang="en">De, Y., Zhao, Y., Zhong, R., Yao, L., Xu, Y. Study on the Thermodynamic Calculation Model and Solution Method Along the Steady Operation of Long Transport Pipeline, (2021), Mechanisms and Machine Science, 99, pp. 457-466.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Shcherbinin, V.E., Kostin, V.N., Smorodinskii, Ya.G., Nichipuruk A.P., Rinkevich, A.B., Shleenkov, A.S., Patramanskii, B.V., Loskutovb, V.E. On the measures that are necessary for providing the safe operation of pipeline transport with nondestructive testing facilities, (2011), Russian Journal of Nondestructive Testing, 47 (12), pp. 842-851.</mixed-citation><mixed-citation xml:lang="en">Shcherbinin, V.E., Kostin, V.N., Smorodinskii, Ya.G., Nichipuruk A.P., Rinkevich, A.B., Shleenkov, A.S., Patramanskii, B.V., Loskutovb, V.E. On the measures that are necessary for providing the safe operation of pipeline transport with nondestructive testing facilities, (2011), Russian Journal of Nondestructive Testing, 47 (12), pp. 842-851.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Gaponenko, S.O., Shakurova, R.Z., Kondratiev, A.E., Dimova, R. Improving the methodology for assessing the technical condition of equipment during the transportation of energy carrier in energy systems and complexes, (2019), E3S Web of Conferences, 124, art. no. 01021.</mixed-citation><mixed-citation xml:lang="en">Gaponenko, S.O., Shakurova, R.Z., Kondratiev, A.E., Dimova, R. Improving the methodology for assessing the technical condition of equipment during the transportation of energy carrier in energy systems and complexes, (2019), E3S Web of Conferences, 124, art. no. 01021.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Gaponenko, S.O., Kondratiev, A.E., Zagretdinov, A.R. Low-frequency Vibro-acoustic Method of Determination of the Location of the Hidden Canals and Pipelines, (2016), Procedia Engineering, 150, pp. 2321-2326.</mixed-citation><mixed-citation xml:lang="en">Gaponenko, S.O., Kondratiev, A.E., Zagretdinov, A.R. Low-frequency Vibro-acoustic Method of Determination of the Location of the Hidden Canals and Pipelines, (2016), Procedia Engineering, 150, pp. 2321-2326.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Nazarychev, S.A., Gaponenko, S.O., Kondratiev, A.E., Shakurova, R.Z. Acoustic-resonance method for control of the location of hidden hollow objects, (2019), Journal of Physics: Conference Series, 1328 (1), art. no. 012054.</mixed-citation><mixed-citation xml:lang="en">Nazarychev, S.A., Gaponenko, S.O., Kondratiev, A.E., Shakurova, R.Z. Acoustic-resonance method for control of the location of hidden hollow objects, (2019), Journal of Physics: Conference Series, 1328 (1), art. no. 012054.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Gaponenko, S.O., Kondratiev, A.E., Shakurova, R.Z. Improving the efficiency of energy complexes and heat supply systems using mathematical modeling methods at the operational stage, (2019), E3S Web of Conferences, 124, art. no. 05029.</mixed-citation><mixed-citation xml:lang="en">Gaponenko, S.O., Kondratiev, A.E., Shakurova, R.Z. Improving the efficiency of energy complexes and heat supply systems using mathematical modeling methods at the operational stage, (2019), E3S Web of Conferences, 124, art. no. 05029.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Shakurova, R.Z., Gaponenko, S.O., Kondratiev, A.E. On the issue of inertial excitation of diagnostic low-frequency vibrations in pipelines of housing and communal services, (2020), E3S Web of Conferences, 216, art. no. 01079.</mixed-citation><mixed-citation xml:lang="en">Shakurova, R.Z., Gaponenko, S.O., Kondratiev, A.E. On the issue of inertial excitation of diagnostic low-frequency vibrations in pipelines of housing and communal services, (2020), E3S Web of Conferences, 216, art. no. 01079.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Patent No. 2734724 C1 Russian Federation, IPC G01N 29/00. Vibroacoustic method for assessing the technical condition of conducting engineering communications: No. 2020114188: application 20. 04. 2020: publ. 22. 10. 2020 / S. O. Gaponenko, A. E. Kondratiev, R. Z. Shakurova; applicant Federal State Budgetary Educational Institution of Higher Education "Kazan State Energy University".</mixed-citation><mixed-citation xml:lang="en">Patent No. 2734724 C1 Russian Federation, IPC G01N 29/00. Vibroacoustic method for assessing the technical condition of conducting engineering communications: No. 2020114188: application 20. 04. 2020: publ. 22. 10. 2020 / S. O. Gaponenko, A. E. Kondratiev, R. Z. Shakurova; applicant Federal State Budgetary Educational Institution of Higher Education "Kazan State Energy University".</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Ziganshin, Sh.G., Izmailova, E.V., Maryashev, A.V. Technique for search of pipeline leakage according to acoustic signals analysis, (2017), 2017 International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2017 - Proceedings, art. no. 8076416.</mixed-citation><mixed-citation xml:lang="en">Ziganshin, Sh.G., Izmailova, E.V., Maryashev, A.V. Technique for search of pipeline leakage according to acoustic signals analysis, (2017), 2017 International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2017 - Proceedings, art. no. 8076416.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Vankov, Yu.V., Ziganshin, Sh.G., Izmailova, E.V., Serov, V.V. Determination of the oscillation frequencies of corrosion defects finite element methods in order to develop methods of acoustic monitoring of pipelines, (2015), IOP Conference Series: Materials Science and Engineering, 86 (1), art. no. 012035.</mixed-citation><mixed-citation xml:lang="en">Vankov, Yu.V., Ziganshin, Sh.G., Izmailova, E.V., Serov, V.V. Determination of the oscillation frequencies of corrosion defects finite element methods in order to develop methods of acoustic monitoring of pipelines, (2015), IOP Conference Series: Materials Science and Engineering, 86 (1), art. no. 012035.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Stein, Y., Zonova, N., Kubrak, I., Andreeva, L. Development and improvement of methods of diagnostics of heating systems in modern conditions, (2017), IOP Conference Series: Earth and Environmental Science, 90 (1), art. no. 012139.</mixed-citation><mixed-citation xml:lang="en">Stein, Y., Zonova, N., Kubrak, I., Andreeva, L. Development and improvement of methods of diagnostics of heating systems in modern conditions, (2017), IOP Conference Series: Earth and Environmental Science, 90 (1), art. no. 012139.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Saifullin, E.R., Ziganshin, S.G., Vankov, Y.V., Zagretdinov, A.R. Assessment of technical condition of polyurethane foam thermal insulation pipelines of heating networks using neural network technologies, (2018), International Journal of Engineering and Technology(UAE), 7 (4.7 Special Issue 7), pp. 241-244.</mixed-citation><mixed-citation xml:lang="en">Saifullin, E.R., Ziganshin, S.G., Vankov, Y.V., Zagretdinov, A.R. Assessment of technical condition of polyurethane foam thermal insulation pipelines of heating networks using neural network technologies, (2018), International Journal of Engineering and Technology(UAE), 7 (4.7 Special Issue 7), pp. 241-244.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Shvetsov, I.V., Ziganshin, S.G., Zagretdinov, A.R., Zhelnov, D.V. Assessment of the technical condition of pipelines in polyurethane insulation, (2020), IOP Conference Series: Materials Science and Engineering, 939 (1), art. no. 012074.</mixed-citation><mixed-citation xml:lang="en">Shvetsov, I.V., Ziganshin, S.G., Zagretdinov, A.R., Zhelnov, D.V. Assessment of the technical condition of pipelines in polyurethane insulation, (2020), IOP Conference Series: Materials Science and Engineering, 939 (1), art. no. 012074.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Vankov Y., Rumyantsev A., Ziganshin S., Politova T., Minyazev R., Zagretdinov A. Assessment of the condition of pipelines using convolutional neural networks, (2020), Energies, 13 (3), art. no. 618.</mixed-citation><mixed-citation xml:lang="en">Vankov Y., Rumyantsev A., Ziganshin S., Politova T., Minyazev R., Zagretdinov A. Assessment of the condition of pipelines using convolutional neural networks, (2020), Energies, 13 (3), art. no. 618.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Doklad O Sostoyanii Sfery Teploenergetiki I Teplosnabzheniya V Rossijskoj Federacii [Report on the State of Heat Power and Heat Supply in the Russian Federation], Available online: accessed on 20 January 2020, https://minenergo.gov.ru/viewpdf/10850/80685.</mixed-citation><mixed-citation xml:lang="en">Doklad O Sostoyanii Sfery Teploenergetiki I Teplosnabzheniya V Rossijskoj Federacii [Report on the State of Heat Power and Heat Supply in the Russian Federation], Available online: accessed on 20 January 2020, https://minenergo.gov.ru/viewpdf/10850/80685.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Patent No. 2713563 C1 Russian Federation, IPC G01N 29/04. Information and diagnostic complex for monitoring the technical condition of pipelines: No. 2019114353: application 07. 05. 2019: publ. 05. 02. 2020 / S. O. Gaponenko, A. E. Kondratiev, R. Z. Shakurova, R. R. Tazetdinov; applicant Federal State Budgetary Educational Institution of Higher Education " Kazan State Energy University "(FSBEI HE "KSPEU").</mixed-citation><mixed-citation xml:lang="en">Patent No. 2713563 C1 Russian Federation, IPC G01N 29/04. Information and diagnostic complex for monitoring the technical condition of pipelines: No. 2019114353: application 07. 05. 2019: publ. 05. 02. 2020 / S. O. Gaponenko, A. E. Kondratiev, R. Z. Shakurova, R. R. Tazetdinov; applicant Federal State Budgetary Educational Institution of Higher Education " Kazan State Energy University "(FSBEI HE "KSPEU").</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Certificate of state registration of the computer program No. 2019618374 Russian Federation. Condition monitoring system: No. 2019615446: application 16. 05. 2019: publ. 01. 07. 2019 / S. O. Gaponenko, A. E. Kondratiev, R. Z. Shakurova, R. R. Tazitdinov; applicant Federal State Budgetary Educational Institution of Higher Education "Kazan State Energy University".</mixed-citation><mixed-citation xml:lang="en">Certificate of state registration of the computer program No. 2019618374 Russian Federation. Condition monitoring system: No. 2019615446: application 16. 05. 2019: publ. 01. 07. 2019 / S. O. Gaponenko, A. E. Kondratiev, R. Z. Shakurova, R. R. Tazitdinov; applicant Federal State Budgetary Educational Institution of Higher Education "Kazan State Energy University".</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
