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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">economyprom</journal-id><journal-title-group><journal-title xml:lang="ru">Экономика промышленности / Russian Journal of Industrial Economics</journal-title><trans-title-group xml:lang="en"><trans-title>Russian Journal of Industrial Economics</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2072-1633</issn><issn pub-type="epub">2413-662X</issn><publisher><publisher-name>MISIS</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17073/2072-1633-2025-3-1463</article-id><article-id custom-type="elpub" pub-id-type="custom">economyprom-1463</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>Экономика знаний</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>Knowledge economy</subject></subj-group></article-categories><title-group><article-title>Цифровые двойники как ключевой элемент энергетики будущего: связь с теорией длинных волн Кондратьева</article-title><trans-title-group xml:lang="en"><trans-title>Digital twins as a key element of the energy of the future: the connection with Kondratiev’s theory of long waves</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0008-9121-6283</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гвоздяный</surname><given-names>С. Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Gvozdyanyy</surname><given-names>S. E.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Семен Евгеньевич Гвоздяный – аспирант,</p><p>119049, Москва, Ленинский просп., д. 4, стр. 1;</p><p>607060, Нижегородская обл., Выкса, ул. бр. Баташевых, д. 45. </p></bio><bio xml:lang="en"><p>Semyon E. Gvozdyanyy – Postgraduate Student,</p><p>4-1, Leninskiy Ave., Moscow 119049;</p><p>45, Brat’yev Batashevykh Str., Vyksa, Nizhny Novgorod Region 607060.</p></bio><email xlink:type="simple">gvozduc@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>Мясков</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Myaskov</surname><given-names>A. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Александр Викторович Мясков – д-р экон. наук, профессор, директор Горного института,</p><p>119049, Москва, Ленинский просп., д. 4, стр. 1.</p></bio><bio xml:lang="en"><p>Alexander V. Myaskov – Dr.Sci. (Econ.), Professor, Director of the Mining Institute,</p><p>4-1 Leninskiy Ave., Moscow 119049.</p></bio><email xlink:type="simple">rumyaskov@misis.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Национальный исследовательский технологический университет «МИСИС»; АО «Выксунский металлургический завод»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>National University of Science and Technology “MISIS”; JSC “Vyksa Metallurgical Plant”</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Национальный исследовательский технологический университет «МИСИС»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>National University of Science and Technology “MISIS”</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>21</day><month>09</month><year>2025</year></pub-date><volume>18</volume><issue>3</issue><fpage>346</fpage><lpage>357</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Гвоздяный С.Е., Мясков А.В., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Гвоздяный С.Е., Мясков А.В.</copyright-holder><copyright-holder xml:lang="en">Gvozdyanyy S.E., Myaskov A.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://ecoprom.misis.ru/jour/article/view/1463">https://ecoprom.misis.ru/jour/article/view/1463</self-uri><abstract><p>В статье рассмотрена роль технологии цифровых двойников как ключевого инструмента цифровой трансформации энергетики. В экономической науке широкое признание получила теория длинных волн Н.Д. Кондратьева, согласно которой развитие мировой экономики носит циклический характер с чередованием длительных периодов подъема и спада (~50–60 лет). В работе проведен системный анализ научной литературы и практических кейсов применения цифровых двойников в энергетике, сопоставленных с фазами длинных экономических циклов. Особое внимание сфокусировано на том, каким образом цифровые двойники могут обеспечить интеграцию возобновляемых источников энергии, повысить надежность энергосистем и ускорить энергетический переход. Новизна исследования состоит не только в рассмотрении цифровых двойников как средства оптимизации отдельных процессов, но и как одного из базовых инноваций формирующегося шестого технологического уклада, ориентированного на устойчивое развитие. Обоснован тезис, согласно которому цифровые двойники выступают связующим звеном между цифровой и «зеленой» трансформациями, формируя новую энергетическую парадигму. Сделан вывод о высоком потенциале технологии в контексте грядущей шестой длинной волны Кондратьева.</p></abstract><trans-abstract xml:lang="en"><p>The article examines the role of digital twin technology as a key instrument of the digital transformation of the energy sector. In economic science, N.D. Kondratiev’s long wave theory, which postulates that the development of the world economy follows cyclical patterns of prolonged periods of growth and decline (~50–60 years), has gained wide recognition. The study applies a systematic analysis of scientific literature and practical cases of digital twin implementation in the energy sector, correlating these findings with the phases of long economic cycles. Special attention is given to the ways in which digital twins can support the integration of renewable energy sources, enhance the reliability of power systems, and accelerate the energy transition. The novelty of the research lies in considering digital twins not only as a tool for optimizing individual processes but also as one of the basic innovations of the emerging sixth technological paradigm focused on sustainable development. The article argues that digital twins act as a bridge between digital and “green” transformations, contributing to the formation of a new energy paradigm. It concludes that this technology has significant potential in the context of the forthcoming sixth Kondratiev long wave.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>цифровые двойники</kwd><kwd>энергетический переход</kwd><kwd>возобновляемые источники энергии</kwd><kwd>смарт-сети</kwd><kwd>кибер-физические системы</kwd><kwd>теория длинных волн Кондратьева</kwd><kwd>технологические уклады</kwd><kwd>цифровая трансформация</kwd><kwd>устойчивое развитие</kwd></kwd-group><kwd-group xml:lang="en"><kwd>digital twins</kwd><kwd>energy transition</kwd><kwd>renewable energy sources</kwd><kwd>smart grids</kwd><kwd>cyber-physical systems</kwd><kwd>Kondratiev long waves theory</kwd><kwd>technological paradigms</kwd><kwd>digital transformation</kwd><kwd>sustainable development</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">Strielkowski W., Rausser G., Kuzmin E. Digital revo- lution in the energy sector: Effects of using digital twin technology. In: Kumar V., Leng J., Akberdina V., Kuzmin E. (eds.). Digital Transformation in Industry. Springer; 2022:43–55. https://doi.org/10.1007/978-3-030-94617-3_4</mixed-citation><mixed-citation xml:lang="en">Strielkowski W., Rausser G., Kuzmin E. Digital revo- lution in the energy sector: Effects of using digital twin technology. In: Kumar V., Leng J., Akberdina V., Kuzmin E. (eds.). Digital Transformation in Industry. Springer; 2022:43–55. https://doi.org/10.1007/978-3-030-94617-3_4</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Fuller A., Fan Z., Day C., Barlow C. Digital Twin: Enabling technologies, challenges and open research. IEEE Access. 2020;8:108952–108971. https://doi.org/10.1109/ACCESS.2020.2998358</mixed-citation><mixed-citation xml:lang="en">Fuller A., Fan Z., Day C., Barlow C. Digital Twin: Enabling technologies, challenges and open research. IEEE Access. 2020;8:108952–108971. https://doi.org/10.1109/ACCESS.2020.2998358</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Jones D., Snider C., Nassehi A., Yon J., Hicks B. Characterising the Digital Twin: A systematic literature review. CIRP Journal of Manufacturing Science and Technology. 2020;29(A):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., Hicks B. Characterising the Digital Twin: A systematic literature review. CIRP Journal of Manufacturing Science and Technology. 2020;29(A):36–52. https://doi.org/10.1016/j.cirpj.2020.02.002</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Qi Q., Tao F. Digital Twin and Big Data towards smart manufacturing and industry 4.0: 360 degree comparison. IEEE Access. 2018;6:3585–3593. https://doi.org/10.1109/ACCESS.2018.2793265</mixed-citation><mixed-citation xml:lang="en">Qi Q., Tao F. Digital Twin and Big Data towards smart manufacturing and industry 4.0: 360 degree comparison. IEEE Access. 2018;6:3585–3593. https://doi.org/10.1109/ACCESS.2018.2793265</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Thompson W.R. Energy, Kondratieff Waves, Lead Economies, and Their Evolutionary Implications. Journal of Globalization Studies. 2012;3(2):167–194.</mixed-citation><mixed-citation xml:lang="en">Thompson W.R. Energy, Kondratieff Waves, Lead Economies, and Their Evolutionary Implications. Journal of Globalization Studies. 2012;3(2):167–194.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Н.Д. Кондратьев: кризисы и прогнозы в свете теории длинных волн. Взгляд из современности. Под. ред. Л.Е. Гринина, А.В. Коротаева, В.М. Бондаренко М.: Учитель; 2017. 384 с.</mixed-citation><mixed-citation xml:lang="en">Н.Д. Кондратьев: кризисы и прогнозы в свете теории длинных волн. Взгляд из современности. Под. ред. Л.Е. Гринина, А.В. Коротаева, В.М. Бондаренко М.: Учитель; 2017. 384 с.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Reuter T. Transformations to sustainability: Why integrated social change requires a political process based on inclusive communication. Cadmus. 2021;4(5):184–190.</mixed-citation><mixed-citation xml:lang="en">Reuter T. Transformations to sustainability: Why integrated social change requires a political process based on inclusive communication. Cadmus. 2021;4(5):184–190.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Choi S., Jain R., Zhang H. Digital Twin + AI: Control room of the future. National Renewable Energy Laboratory (NREL), 2023. Available at: https://docs.nrel.gov/docs/fy24osti/87050.pdf</mixed-citation><mixed-citation xml:lang="en">Choi S., Jain R., Zhang H. Digital Twin + AI: Control room of the future. National Renewable Energy Laboratory (NREL), 2023. Available at: https://docs.nrel.gov/docs/fy24osti/87050.pdf</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Palensky P., Cvetkovic M., Gusain D., Joseph A. Digital twins and their use in future power systems. Digital Twin. 2022;1:4. https://doi.org/10.12688/digitaltwin.17435.2</mixed-citation><mixed-citation xml:lang="en">Palensky P., Cvetkovic M., Gusain D., Joseph A. Digital twins and their use in future power systems. Digital Twin. 2022;1:4. https://doi.org/10.12688/digitaltwin.17435.2</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Emily N., Bastian N.D. Synthetic environments for the cyber domain: a survey on advances, gaps, and opportunities. The Cyber Defense Review. 2023;8(2):91–104.</mixed-citation><mixed-citation xml:lang="en">Emily N., Bastian N.D. Synthetic environments for the cyber domain: a survey on advances, gaps, and opportunities. The Cyber Defense Review. 2023;8(2):91–104.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Motlagh N.H., Mohammadrezaei M., Hunt J., Zakeri B. Internet of Things (IoT) and the energy sector. Energies. 2020;13(2):494. https://doi.org/10.3390/en13020494</mixed-citation><mixed-citation xml:lang="en">Motlagh N.H., Mohammadrezaei M., Hunt J., Zakeri B. Internet of Things (IoT) and the energy sector. Energies. 2020;13(2):494. https://doi.org/10.3390/en13020494</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Grieves M. Digital Twins: Past, present, and future. In: Stark R., Damerau T. (eds.). Digital Twins – Concepts and applications. Springer; 2023. P. 97–121. https://doi.org/10.1007/978-3-031-21343-4</mixed-citation><mixed-citation xml:lang="en">Grieves M. Digital Twins: Past, present, and future. In: Stark R., Damerau T. (eds.). Digital Twins – Concepts and applications. Springer; 2023. P. 97–121. https://doi.org/10.1007/978-3-031-21343-4</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Yao J.-F., Yang Y., Wang X.-C., Zhang X.-P. Syste- matic review of digital twin technology and applications. Visual Computing for Industry, Biomedicine, and Art. 2023;6(1):10. https://doi.org/10.1186/s42492-023-00137-4</mixed-citation><mixed-citation xml:lang="en">Yao J.-F., Yang Y., Wang X.-C., Zhang X.-P. Syste- matic review of digital twin technology and applications. Visual Computing for Industry, Biomedicine, and Art. 2023;6(1):10. https://doi.org/10.1186/s42492-023-00137-4</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Singh M., Fuenmayor E., Hinchy E.P., Qiao Y., Murray N., Devine D. Digital Twin: Origin to future. Applied System Innovation. 2021;4(2):36. https://doi.org/10.3390/asi4020036</mixed-citation><mixed-citation xml:lang="en">Singh M., Fuenmayor E., Hinchy E.P., Qiao Y., Murray N., Devine D. Digital Twin: Origin to future. Applied System Innovation. 2021;4(2):36. https://doi.org/10.3390/asi4020036</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Gan P.Y., Li Z. Quantitative study on long term global solar photovoltaic market. Renewable and Sustainable Energy Reviews. 2015;46(С):88–99. https://doi.org/10.1016/j.rser.2015.02.041</mixed-citation><mixed-citation xml:lang="en">Gan P.Y., Li Z. Quantitative study on long term global solar photovoltaic market. Renewable and Sustainable Energy Reviews. 2015;46(С):88–99. https://doi.org/10.1016/j.rser.2015.02.041</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Cui F. Research on future development and challenges of new energy. Advances in Economics, Management and Political Sciences. 2025;162(1):66–72. https://doi.org/10.54254/2754-1169/2025.20068</mixed-citation><mixed-citation xml:lang="en">Cui F. Research on future development and challenges of new energy. Advances in Economics, Management and Political Sciences. 2025;162(1):66–72. https://doi.org/10.54254/2754-1169/2025.20068</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Attaran M., Celik B.G. Digital Twin: Benefits, use cases, challenges, and opportunities. Decision Analytics Journal. 2023;6(80):100165. https://doi.org/10.1016/j.dajour.2023.100165</mixed-citation><mixed-citation xml:lang="en">Attaran M., Celik B.G. Digital Twin: Benefits, use cases, challenges, and opportunities. Decision Analytics Journal. 2023;6(80):100165. https://doi.org/10.1016/j.dajour.2023.100165</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Bradley P., Whittard D., Green L., Brooks I., Hanna R. Empirical research of green jobs: A review and reflection with practitioners. Sustainable Futures. 2025;9:100527. https://doi.org/10.1016/j.sftr.2025.100527</mixed-citation><mixed-citation xml:lang="en">Bradley P., Whittard D., Green L., Brooks I., Hanna R. Empirical research of green jobs: A review and reflection with practitioners. Sustainable Futures. 2025;9:100527. https://doi.org/10.1016/j.sftr.2025.100527</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Schmidt C., Volz F., Stojanovi, L., Sutschet G. Increasing interoperability between Digital Twin standards and specifications: Transformation of DTDL to AAS. Sensors. 2023;23(18):7742. https://doi.org/10.3390/s23187742</mixed-citation><mixed-citation xml:lang="en">Schmidt C., Volz F., Stojanovi, L., Sutschet G. Increasing interoperability between Digital Twin standards and specifications: Transformation of DTDL to AAS. Sensors. 2023;23(18):7742. https://doi.org/10.3390/s23187742</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Kopec J., Pekarcikova M., Lachvajderova L., Trebuňa M. Digital Twin, virtual reality and augmented reality and their use. In: Conference “Invention for Enterprise”. Conference paper. Žilina, October 2021. Available at: https://www.researchgate.net/publication/366192832_digital_twin_virtual_reality_and_augmented_reality_and_their_use#fullTextFileContent</mixed-citation><mixed-citation xml:lang="en">Kopec J., Pekarcikova M., Lachvajderova L., Trebuňa M. Digital Twin, virtual reality and augmented reality and their use. In: Conference “Invention for Enterprise”. Conference paper. Žilina, October 2021. Available at: https://www.researchgate.net/publication/366192832_digital_twin_virtual_reality_and_augmented_reality_and_their_use#fullTextFileContent</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Pigni F., Watson R.T., Piccoli G. Digital Twins: Representing the future. SSRN Electronic Journal. 2021. https://doi.org/10.2139/ssrn.3855535</mixed-citation><mixed-citation xml:lang="en">Pigni F., Watson R.T., Piccoli G. Digital Twins: Representing the future. SSRN Electronic Journal. 2021. https://doi.org/10.2139/ssrn.3855535</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>
