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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">ecsocmenus</journal-id><journal-title-group><journal-title xml:lang="ru">Известия Юго-Западного государственного университета. Серия: Экономика. Социология. Менеджмент</journal-title><trans-title-group xml:lang="en"><trans-title>Proceedings of the Southwest State University. Series: Economics. Sociology. Management</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2223-1552</issn><publisher><publisher-name>Юго-Западный государственный университет</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21869/2223-1552-2024-14-6-283-294</article-id><article-id custom-type="elpub" pub-id-type="custom">ecsocmenus-882</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>НАУЧНЫЕ ИССЛЕДОВАНИЯ МОЛОДЫХ УЧЕНЫХ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>SCIENTIFIC RESEARCHES OF YOUNG SCIENTISTS</subject></subj-group></article-categories><title-group><article-title>Особенности развития рынка цифровых двойников</article-title><trans-title-group xml:lang="en"><trans-title>Peculiarities of the development of the digital twins market</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0004-3930-0809</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кравченко</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Kravchenko</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кравченко Анастасия Анатольевна, аспирант кафедры экономики инноваций</p><p>Ленинские горы, д. 1, г. Москва 119991</p></bio><bio xml:lang="en"><p>Anastasia A. Kravchenko, Post-Graduate Student of the Department of Innovation Economics</p><p>1 Leninskie Gory Str., Moscow 119991</p></bio><email xlink:type="simple">kravchenko.anastasia35@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Московский государственный университет имени М. В. Ломоносова</institution></aff><aff xml:lang="en"><institution>Lomonosov Moscow State University</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>24</day><month>01</month><year>2025</year></pub-date><volume>14</volume><issue>6</issue><fpage>283</fpage><lpage>294</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Кравченко А.А., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Кравченко А.А.</copyright-holder><copyright-holder xml:lang="en">Kravchenko A.A.</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://ecsocmenus.elpub.ru/jour/article/view/882">https://ecsocmenus.elpub.ru/jour/article/view/882</self-uri><abstract><sec><title>Актуальность</title><p>Актуальность. Текущее состояние и перспективы дальнейшей диффузии цифровых двойников в бизнес-процессы промышленных компаний указывают на растущий интерес к рынку технологии цифровых двойников. В первую очередь это связано с научно-техническим прогрессом, наращиванием зрелости самих технологических решений, что открывает новые возможности для бизнеса. Во-вторых, в связи с расширением компетенций руководителей в области извлечения коммерческих выгод, достижения социальных, экологических и технологических эффектов решения в виде двойников способствуют росту конкурентоспособности компании в условиях цифровой трансформации.</p><p>Целью исследования является выявление особенностей, присущих рынку цифровых двойников.</p></sec><sec><title>Задачи</title><p>Задачи: изучить рынок цифровых двойников; проанализировать кейсы внедрения цифровых</p><p>двойников на глобальном и российском рынке; выявить тренды на рынке цифровых двойников.</p><p>Методология исследования включает в себя анализ данных динамики рынков, аналитических отчетов, методы систематизации, графического представления данных.</p></sec><sec><title>Результаты</title><p>Результаты. Были выявлены особенности в развитии рынка цифровых двойников как на глобальном уровне, так и на российском. При анализе финансовых показателей рынка ЦД наблюдается положительный прирост год к году, что подчеркивает не только большой потенциал технологии, но и растущий спрос на цифровые решения на основе двойников. Проведенный анализ выявил растущую тенденцию компаний на внедрение «целостных цифровых двойников», что увеличивает зависимость от одного поставщика.</p></sec><sec><title>Выводы</title><p>Выводы. Мировой рынок технологии цифровых двойников представлен промышленными цифровыми гигантами. Российский рынок на текущий момент очень зависим от государственного заказа, частный бизнес не формирует большого спроса. Однако российские ЦД обладают большим экспортным потенциалом. На рынке наблюдается тренд на переход от установки отдельных элементов ЦД от разных провайдеров к внедрению единого платформенного ЦД от одного поставщика и интеграцию в него всех корпоративных систем.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Relevance</title><p>Relevance. The current state and prospects for further diffusion of digital twins into the business processes of industrial companies indicate a growing interest in the digital twin technology market. First of all, this is due to scientific and technological progress, increasing the maturity of technological solutions themselves, which opens up new business opportunities. Secondly, due to the expansion of the competencies of managers in the field of extracting commercial benefits, achieving social, environmental and technological effects, solutions in the form of twins contribute to the growth of the company's competitiveness in the context of digital transformation.</p><p>The purpose of the study is to identify the features inherent in the digital twin’s market.</p></sec><sec><title>Objectives</title><p>Objectives: to study the digital twins’ market; to analyze the cases of the introduction of digital twins in the global and Russian markets; to identify trends in the digital twins’ market</p></sec><sec><title>Methodology</title><p>Methodology. The research methodology includes the analysis of market dynamics data, analytical reports, methods of systematization, graphical representation of data.</p></sec><sec><title>Results</title><p>Results. The peculiarities in the development of the digital twins’ market were identified both at the global level and in Russia. When analyzing the financial indicators of the DT market, there is a positive increase year-on-year, which highlights not only the great potential of the technology, but also the growing demand for digital solutions based on twins. The analysis revealed a growing trend of companies to introduce “holistic digital twins”, which increases dependence on a single supplier.</p></sec><sec><title>Conclusions</title><p>Conclusions. The global digital twin technology market is represented by industrial digital giants. The Russian market is currently very dependent on government orders, private business does not generate much demand. However, Russian CD's have great export potential. There is a trend in the market to move from installing separate data center elements from different providers to implementing a single platform data center from one supplier and integrating all corporate systems into it</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>цифровой двойник</kwd><kwd>Индустрия 4.0</kwd><kwd>цифровое моделирование</kwd><kwd>бизнес-процессы</kwd><kwd>цифровизация</kwd><kwd>цифровая трансформация</kwd></kwd-group><kwd-group xml:lang="en"><kwd>digital twin</kwd><kwd>Industry 4.0</kwd><kwd>digital modeling</kwd><kwd>business processes</kwd><kwd>digitalization</kwd><kwd>digital transformation</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">Лапидус Л. В., Полякова Ю. М. Гигономика как новая социально-экономическая модель: развитие фрилансинга и краудсорсинга // Вестник Института экономики Российской академии наук. 2018. № 6. С. 73¬89.</mixed-citation><mixed-citation xml:lang="en">Lapidus L.V., Polyakova Yu.M. Economics as a new socio¬economic model: the development of freelancing and crowdsourcing. Vestnik Instituta ekonomiki Rossiyskoy akademii nauk = Bulletin of the Institute of Economics of the Russian Academy of Sciences. 2018;(6):73¬89 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Digital twin¬driven product design, manufacturing and service with big data / F. Tao, J. Cheng, Q. Qi, M. Zhang, H. Zhang, F. Sui // Int. J. Adv. Manuf. Technol. 2018. N 94. P. 3563–3576. https://doi.org/10.1007/s00170-017-0233-1</mixed-citation><mixed-citation xml:lang="en">Tao F., Cheng J., Qi Q., Zhang M., Zhang H., Sui F. Digital twin¬driven product design, manufacturing and service with big data. Int. J. Adv. Manuf. Technol. 2018;(94):3563–3576. https://doi.org/10.1007/s00170-017-0233-1</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Litster J., Bogle I. D. L. Smart Process. Manufacturing for Formulated Products // Engineering. 2019. N 5. P.1003–1009. https://doi.org/10.1016/j.eng.2019.02.014</mixed-citation><mixed-citation xml:lang="en">Litster J., Bogle I.D.L. Smart Process. Manufacturing for Formulated Products. Engineering. 2019;(5):1003–1009. https://doi.org/10.1016/j.eng.2019.02.014</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">The modelling and operations for the digital twin in the context of manufacturing / J. Bao, D. Guo, J. Li, J. Zhang // Enterp. Inf. Syst. 2018. N 13. P. 534–556. https://doi.org/10.1080/17517575.2018.1526324</mixed-citation><mixed-citation xml:lang="en">Bao J., Guo D., Li J., Zhang J. The modelling and operations for the digital twin in the context of manufacturing. Enterp. Inf. Syst. 2018;(13):534–556. https://doi.org/10.1080/17517575.2018.1526324</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Augmented and virtual reality applications in industrial systems: A qualitative review towards the industry 4.0 era / L. Damiani, M. Demartini, G. Guizzi, R. Revetria, F. Tonelli // IFAC¬PapersOnLine. 2018. N 51. P. 624–630. https://doi.org/10.1016/j.ifacol.2018.08.388</mixed-citation><mixed-citation xml:lang="en">Damiani L., Demartini M., Guizzi G., Revetria R., Tonelli F. Augmented and virtual reality applications in industrial systems: A qualitative review towards the industry 4.0 era. IFACPapersOnLine. 2018;(51):624–630. https://doi.org/10.1016/j.ifacol.2018.08.388</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Gartner Survey Reveals 47% of Organizations Will Increase Investments in IoT Despite the Impact of COVID¬19. URL: https://www.gartner.com/en/newsroom/press-releases/2020-10-29-gartner-survey-reveals-47-percent-of-organizations-will-increase-investments-in-iot-despitethe-impact-of-covid-19 (дата обращения: 23.09.2024).</mixed-citation><mixed-citation xml:lang="en">Gartner Survey Reveals 47% of Organizations Will Increase Investments in IoT Despite the Impact of COVID¬19. Available at: https://www.gartner.com/en/newsroom/press-releases/2020-10-29-gartner-survey-reveals-47-percent-of-organizations-will-increase-investments-in-iotdespite-the-impact-of-covid-19 (accessed 23.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Боровков А. И. Цифровые двойники в высокотехнологичной промышленности. СПб.: ПОЛИТЕХ¬ПРЕСС, 2022. 492 с.</mixed-citation><mixed-citation xml:lang="en">Borovkov A.I. Digital twins in the high¬tech industry. St. Petersburg: POLITEKHPRESS; 2022. 492 p. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Digital twin market size, share, statistics and industry growth analysis report by application. URL: https://www.marketsandmarkets.com/Market-Reports/digital-twin-market-225269522.html (дата обращения: 11.09.2024).</mixed-citation><mixed-citation xml:lang="en">Digital twin market size, share, statistics and industry growth analysis report by application. Available at: https://www.marketsandmarkets.com/Market-Reports/digital-twin-market-225269522.html (accessed 11.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Steinwandter V., Borchert D., Herwig C. Data science tools and applications on the way to Pharma 4.0 // Drug Discov. Today. 2019. N 24. P. 1795–1805. https://doi.org/10.1016/j.drudis.2019.06.005</mixed-citation><mixed-citation xml:lang="en">Steinwandter V., Borchert D., Herwig C. Data science tools and applications on the way to Pharma 4.0. Drug Discov. Today. 2019;(24):1795–1805. https://doi.org/10.1016/j.drudis.2019.06.005</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Characterising the Digital Twin: A systematic literature review / D. Jones, C. Snider, A. Nassehi, J. Yon, H. Ben // CIRP J. Manuf. Sci. Technol. 2020. N 29. P. 36–52. https://doi.org/10.1016/j.cirpj.2020.02.002</mixed-citation><mixed-citation xml:lang="en">Jones D., Snider C., Nassehi A., Yon J., Ben H. Characterising the Digital Twin: A systematic literature review. CIRP J. Manuf. Sci. Technol. 2020;(29):36–52. https://doi.org/10.1016/j.cirpj.2020.02.002</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Ученые сообщили, что к 2035 году в России может появиться цифровой двойник человека. URL: https://rfi.mnr.gov.ru/news/news-rfi/uchenye-soobshchili-chto-k-2035-godu-vrossii-mozhet-poyavitsya-tsifrovoy-dvoynik-cheloveka (дата обращения: 28.09.2024).</mixed-citation><mixed-citation xml:lang="en">Scientists have reported that by 2035, a digital human double may appear in Russia (In Russ.) Available at: https://rfi.mnr.gov.ru/news/news-rfi/uchenye-soobshchili-chto-k-2035-goduv-rossii-mozhet-poyavitsya-tsifrovoy-dvoynik-cheloveka (accessed 28.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">В СКФО научились создавать «цифровых двойников» горных рудников. URL: https://rg.ru/2024/01/11/reg-skfo/uchenye-skfo-nauchilis-sozdavat-cifrovyh-dvojnikov-gornyhrudnikov.html (дата обращения: 28.09.2024).</mixed-citation><mixed-citation xml:lang="en">The North Caucasus Federal District has learned how to create "digital twins" of mining mines. (In Russ.) Available at: https://rg.ru/2024/01/11/reg-skfo/uchenye-skfo-nauchilissozdavat-cifrovyh-dvojnikov-gornyh-rudnikov.html (accessed 28.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">В Сеченовском университете создают цифровые двойники кардиологических и онкологических заболеваний. URL: https://www.minobrnauki.gov.ru/press-center/news/novosti-podvedomstvennykh-uchrezhdeniy/50272/ (дата обращения: 28.09.2024).</mixed-citation><mixed-citation xml:lang="en">Sechenov University creates digital twins of cardiac and oncological diseases. (In Russ.) Available at: https://www.minobrnauki.gov.ru/press-center/news/novosti-podvedomstvennykhuchrezhdeniy/50272/ (accessed 28.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Центр НТИ СПбПУ посетила команда разработчиков цифрового двойника Центра коллективного пользования «СКИФ». URL: https://nticenter.spbstu.ru/news/8323 (дата обращения: 28.09.2024).</mixed-citation><mixed-citation xml:lang="en">The NTI SPbPU Center was visited by a team of developers of the digital twin of the SKIF Center for Collective Use. (In Russ.) Available at: https://nticenter.spbstu.ru/news/8323 (accessed 28.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Digital Twin in manufacturing: A categorical literature review and classification / W. Kritzinger, M. Karner, G. Traar, J. Henjes, W. Sihn // IFAC-PapersOnLine. 2018. N 51. P. 1016–1022. https://doi.org/10.1016/j.ifacol.2018.08.474</mixed-citation><mixed-citation xml:lang="en">Kritzinger W., Karner M., Traar G., Henjes J., Sihn W. Digital Twin in manufacturing: A categorical literature review and classification. IFAC-PapersOnLine. 2018;(51):1016–1022. https://doi.org/10.1016/j.ifacol.2018.08.474</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">NASA Technology Roadmaps TA11: Modeling, Simulation, Information Technology, and Processing. URL: https://www.lpi.usra.edu/sbag/goals/capability_inputs/2015_Tech_11_modeling_simulation.pdf (дата обращения: 07.09.2024).</mixed-citation><mixed-citation xml:lang="en">NASA Technology Roadmaps TA11: Modeling, Simulation, Information Technology, and Processing. Available at: https://www.lpi.usra.edu/sbag/goals/capability_inputs/2015_Tech_11_modeling_simulation.pdf (accessed 17.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Заглянуть в будущее. URL: https://atomvestnik.ru/2021/12/22/zagljanut-v-budushhee/ (дата обращения: 20.09.2024).</mixed-citation><mixed-citation xml:lang="en">Look into the future. (In Russ.) Available at: https://atomvestnik.ru/2021/12/22/zagljanut-v-budushhee/ (accessed 20.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Как цифровые двойники помогают добывать нефть и газ. URL: https://trends.rbc.ru/trends/industry/613895d29a79477154fec314?from=copy (дата обращения: 20.09.2024).</mixed-citation><mixed-citation xml:lang="en">How digital engines help to extract oil and gas. (In Russ.) Available at: https://trends.rbc.ru/trends/industry/613895d29a79477154fec314?from=copy (accessed 20.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Встреча с «двойником». URL: https://gudok.ru/vestnik-ct/?ID=1499428&amp;archive=2020.04.01 (дата обращения: 15.09.2024).</mixed-citation><mixed-citation xml:lang="en">Meeting with the «doppelganger». (In Russ.) Available at: https://gudok.ru/vestnikct/?ID=1499428&amp;archive=2020.04.01 (accessed 15.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Цифровые двойники на марше. URL: https://gudok.ru/vestnik-ct/?ID=1585175&amp;archive=2021.10.29 (дата обращения: 15.09.2024).</mixed-citation><mixed-citation xml:lang="en">Digital engines on the march. (In Russ.) Available at: https://gudok.ru/vestnikct/?ID=1585175&amp;archive=2021.10.29 (accessed 15.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Digital twins are propelling the oil and gas industry into the future of asset optimization. URL: https://www.nsenergybusiness.com/features/digital-twins-oil-gas/ (дата обращения: 22.09.2024).</mixed-citation><mixed-citation xml:lang="en">Digital twins are propelling the oil and gas industry into the future of asset optimization. Available at: https://www.nsenergybusiness.com/features/digital-twins-oil-gas/ (accessed 22.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Как цифровые двойники помогают добывать нефть и газ. URL: https://trends.rbc.ru/trends/industry/613895d29a79477154fec314?from=copy (дата обращения: 22.09.2024).</mixed-citation><mixed-citation xml:lang="en">How digital engines help to extract oil and gas. (In Russ.) Available at: https://trends.rbc.ru/trends/industry/613895d29a79477154fec314?from=copy (accessed 22.09.2024).</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Grieves M., Vickers J. Origins of the digital twin concept // Florida Institute of Technology. 2016. N 8. P. 3¬20. https://doi.org/10.13140/RG.2.2.26367.61609</mixed-citation><mixed-citation xml:lang="en">Grieves M., Vickers J. Origins of the digital twin concept. Florida Institute of Technology. 2016;(8):3¬20. https://doi.org/10.13140/RG.2.2.26367.61609</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Future modeling and simulation of CPS¬based factories: an example from the automotive industry / S. Weyer, T. Meyer, M. Ohmer, D. Gorecky, D. Zühlke // IFAC¬PapersOnLine. 2016. N 49 (31). P. 97¬102. https://doi.org/10.1016/j.ifacol.2016.12.168</mixed-citation><mixed-citation xml:lang="en">Weyer S., Meyer T., Ohmer M., Gorecky D., Zühlke D. Future modeling and simulation of CPS¬based factories: an example from the automotive industry. IFAC-PapersOnLine. 2016;(49):97¬102. https://doi.org/10.1016/j.ifacol.2016.12.168</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>
