{"id":15403,"date":"2026-06-24T13:05:18","date_gmt":"2026-06-24T12:05:18","guid":{"rendered":"https:\/\/izvestiyakbncran.ru\/?page_id=15403"},"modified":"2026-06-30T09:58:12","modified_gmt":"2026-06-30T08:58:12","slug":"28-3-3-en","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/en\/28-3-3-en\/","title":{"rendered":"28.3.3 En"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-lora-font-family\" style=\"font-size:22px\"><strong>Building a unified information space for the enterprise asset management system in distributed energy companies<\/strong><\/h2>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-4f8f4f20393e7d1135a7efc066f42a78 wp-block-paragraph\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><strong>A.R. Denisov, A.E. Nikulin, R.V. Mikhailov, V. Miridashtaki<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-20193d73 wp-block-group-is-layout-flex\" style=\"border-style:none;border-width:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<p class=\"has-text-color has-link-color has-lora-font-family wp-elements-1934a6274ad67c2dd8d97ce7471e2bbb wp-block-paragraph\" style=\"color:#5b1919;font-size:12px;text-decoration:underline\"><\/p>\n\n\n\n<div class=\"wp-block-group is-horizontal is-layout-flex wp-container-core-group-is-layout-9076828a wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-856cf56e wp-block-buttons-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/06\/3.-denisov-nikulin-mihajlov.pdf\" style=\"border-color:#5b1919;border-style:solid;border-width:2px;border-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40);font-size:12px\">PDF<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:0px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-273e683f\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-text-align-center has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/06\/03-building.xml\" style=\"border-color:#5b1919;border-width:2px;border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:8px;border-bottom-right-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40);font-size:12px\">JATS XML<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-41ee428b6a5740c7f514a7432ff786a3 wp-block-paragraph\" style=\"border-style:none;border-width:0px;border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-left-radius:0px;border-bottom-right-radius:0px;color:#5b1919;margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><\/p>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\"\/>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-abd16edea1e476ecaf0e4bfc36488eec wp-block-paragraph\" style=\"line-height:1.4\"><em><strong><strong>Abstract<\/strong><\/strong>. <\/em>The paper addresses the problem of building a unified information space for production equipment management systems in distributed energy companies. The relevance is driven by the necessity to transition from planned-reactive maintenance models to intelligent, data-driven proactive maintenance management, which is critical for enhancing reliability, safety, and cost-effectiveness in the context of digital transformation.<br><strong>Aim<\/strong>. The objective of the study is to design the architecture of a unified information space for production equipment management systems in geographically distributed, branch-structured energy companies with heterogeneous power facilities.<br><strong>Research methods<\/strong>. As a methodological foundation, the application of Enterprise Architecture management is proposed, ensuring a systematic approach to integrating business goals, data, applications, and technological infrastructure.<br><strong>Results<\/strong>. The research result is an adaptation of the Reference Architecture Model for Industry 4.0 (RAMI 4.0) for the hierarchical structures of energy companies. The authors identify a discrepancy between the standard sequential RAMI 4.0 model and real-world practice and propose a cascade organization of the architecture with feedback loops between levels. The practical implementation of the model is illustrated, ensuring end-to-end data integration from sensors to decision support systems.<br><strong>Conclusion<\/strong>. The proposed approach enables the creation of an integrated and adaptive enterprise asset management system, paving the way for the implementation of predictive and prescriptive analytics, digital twins, and consequently, a transition to data-driven management.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f wp-block-paragraph\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-829bf6a74d234665d4460b20dab51d1b wp-block-paragraph\" style=\"line-height:1.4\"><strong><em><strong>Keywords<\/strong><\/em><\/strong><em>:<\/em> energy companies, distributed grid companies, territorial grid organizations, enterprise architecture, maintenance and repair, RAMI 4.0<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-df03325adc83c022634de6b79d43432f wp-block-paragraph\" style=\"line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-58c2731c03fb62751a31a7143834b756 wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\"><strong><strong>For citation<\/strong>.<\/strong> Denisov A.R., Nikulin A.E., Mikhailov R.V., Miridashtaki V. Building a unified information space for the enterprise asset management system in distributed energy companies. News of the Kabardino-Balkarian Scientific Center of RAS. 2026. Vol. 28. No. 3. Pp. 34\u201348. DOI: 10.35330\/1991-6639-2026-28-3-34-48<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-17c3333a0b1db39b7fa4a3e1a1572bc4 wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-093c0434036c904b1b3651f2fe33930b wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\">\u00a9&nbsp;&nbsp; Denisov A.R., Nikulin A.E., Mikhailov R.V., Miridashtaki V., 2026<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-8e2b6fff wp-block-group-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--20);padding-top:0;padding-bottom:0\">\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"80\" height=\"28\" src=\"https:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/03\/image.png\" alt=\"\" class=\"wp-image-7229\"\/><\/figure>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-05a6ee62a5b706afe3764dcf35c80ac8 wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:0;font-size:12px\">Content is available under license&nbsp;<a href=\"http:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\" rel=\"noreferrer noopener\">Creative Commons Attribution 4.0 License<\/a><\/p>\n<\/div>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-17c3333a0b1db39b7fa4a3e1a1572bc4 wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-a9cc6fa203ed5f29a5d7ae5b68aae9c4 is-layout-flow wp-container-core-details-is-layout-f488f964 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>R<\/strong>eferences<\/summary>\n<ol style=\"margin-top:0;margin-bottom:0\" class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:400\">Kuzovkova T.A., Almaeva O.P., Sibeikin O.Yu., Chernyshova P.S. The nature and components of the digital transformation of global and national energy. Ekonomika i kachestvo sistem svyazi [Economics and Quality of Communication Systems]. 2023. No. 4(30). Pp. 29\u201336. EDN: NAGEXG (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Lindner M., Bank L., Schilp J., Weigold M. Digital Twins in manufacturing: A RAMI 4.0<br>Compliant Concept. Sci. 2023. Vol. 5(4). No. 40. DOI: 10.3390\/sci5040040 Al-Fedaghi S., Al-Huwais N. Enterprise asset management as a flow machine. International Journal of Modeling and Optimization. 2018. Vol. 8. No. 5. Pp. 290\u2013300. DOI: 10.7763\/IJMO.2018.V8.667<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Khalyasmaa A.I., Stepanova A.I., Eroshenko S.A., Matrenin P.V. Review of the digital twin technology applications for electrical equipment lifecycle management. Mathematics. 2023. No. 11. P. 1315. DOI: 10.3390\/math11061315<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">\u0429\u0435\u0440\u0431\u0430\u0442\u043e\u0432 \u0418. \u0410. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u043f\u0440\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u0440\u0435\u043c\u043e\u043d\u0442\u0430\u043c\u0438 \u0442\u0435\u043f\u043b\u043e\u044d\u043d\u0435\u0440\u0433\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u044f \/\/ International Journal of Open Information Technologies. \u0422. 11. \u2116 3. Pp. 34\u201339. EDN: GIOXDI<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Shcherbatov I.A. Decision support system for managing repairs of thermal power equipment. International Journal of Open Information Technologies. 2023. Vol. 11. No. 3. Pp. 34\u201339. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Milo\u0161evi\u0107 D.A., Ili\u0107 D., Vuli\u0107 M. Machine learning for predictive maintenance in Industry 4.0: current trends and challenges. Acta Technica Corviniensis \u2013 Bulletin of Engineering. 2024. Vol.17. No.1. Pp. 19\u201324.<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Gvozdyany S.E., Myaskov A.V. Russian and foreign experience of using digital twins in the energy sector. Russian Journal of Industrial Economics. 2024. Vol. 17. No. 4. Pp. 378\u2013387. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Kolosok I.N., Korkina E.S. Application of edge analytics technology to develop digital twins of Russia\u2019s united electric power system facilities. Information and Mathematical Technologies in Science and Management. 2021. No. 3(23). Pp. 28\u201339. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Plekhanova A.F., Sukharev D.Yu. Problems of implementing a risk-oriented approach to asset management of an industrial enterprise&#8217;s electric power infrastructure in order to increase its efficiency. Modern Economy Success. 2024. No. 6. Pp. 166\u2013174. DOI: 10.58224\/2500-3747-2024-6-166-174. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Chen Ch., Fu H., Zheng Yu et al. The advance of digital twin for predictive maintenance: The role and function of machine learning. Journal of Manufacturing Systems. 2023. No. 71. Pp. 581\u2013594. DOI: 10.1016\/j.jmsy.2023.10.010<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Hindarto D., Indrajit R. Eko, Dazk E. Sustainability of implementing enterprise architecture in the solar power generation manufacturing industry. Sinkron: Jurnal dan Penelitian Teknik Informatika. 2021. Vol. 6. No. 1. Pp. 13\u201324. DOI: 10.33395\/sinkron.v6i1.11115<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Matharoo S. The role of enterprise architecture in the digital transformation of energy companies. American Research Journal of Business and Management. 2024. Vol. 10. No. 1.<br>Pp. 65\u201369. DOI: 10.21694\/2379-1047.24010<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Zhao X. Research on management informatization construction of electric power enterprise based on big data technology. Energy Reports. 2022. No. 8. Pp. 535\u2013545. DOI: 10.1016\/j.egyr.2022.05.124<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Baptista L.F., Barata J. Piloting Industry 4.0 in SMEs with RAMI 4.0: an enterprise architecture approach. Procedia Computer Science. 2021. No. 19. Pp. 2826\u20132835. DOI: 10.1016\/j.procs.2021.09.053<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Ganguly B., Kodgire D., Ajani S.N. et al. Navigating Industry 4.0 frontiers: a scalable and resilient next-generation IoT Framework to implement future advancements in smart and adaptive industrial systems. Journal of Electrical Systems. 2024. No. 20-1s. Pp. 444\u2013454.<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-bc67451a4c3f5aafb029382862cad435 is-layout-flow wp-container-core-details-is-layout-9ff6af70 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>Information about the authors<\/strong><\/summary>\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1c18c512 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--20);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--40)\">\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><strong>Artem R. Denisov<\/strong>, Doctor of Technical Sciences, Associate Professor, Professor, Department of Innovatics and Technological Entrepreneurship, Saint Petersburg Electrotechnical University \u201cLETI\u201d;<br>5, Lit. F, Professor Popov street, Saint Petersburg, 197376, Russia;<br>iptema@yandex.ru, ORCID: https:\/\/orcid.org\/0000-0002-3359-4103, SPIN-code: 2409-4547<br><strong>Anatoliy E. Nikulin<\/strong>, Postgraduate Student, Department of Innovatics and Technological Entrepreneurship, Saint Petersburg Electrotechnical University \u201cLETI\u201d;<br>5, Lit. F, Professor Popov street, Saint Petersburg, 197376, Russia;<br>nikulin.a.e@bk.ru, ORCID: https:\/\/orcid.org\/0009-0008-2352-5869, SPIN-code: 8739-6794<br><strong>Ruslan V. Mikhailov<\/strong>, Postgraduate Student, Department of Innovatics and Technological Entrepreneurship, Saint Petersburg Electrotechnical University \u201cLETI\u201d;<br>5, Lit. F, Professor Popov street, Saint Petersburg, 197376, Russia;<br>rv.mikhailov@ya.ru, ORCID: https:\/\/orcid.org\/0009-0008-7454-3119, SPIN-code: 7258-5082<br><strong>Vahid Miridashtaki<\/strong>, Postgraduate Student, Department of Innovatics and Technological Entrepreneurship, Saint Petersburg Electrotechnical University \u201cLETI\u201d;<br>5, Lit. F, Professor Popov street, Saint Petersburg, 197376, Russia;<br>vahidmiri7@gmail.com, ORCID: https:\/\/orcid.org\/0000-0001-6619-1880, SPIN-code: 1852-4591<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n<\/div>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-452cbc12bbc5feb9a1402dce7d5f0f2f is-layout-flow wp-block-details-is-layout-flow\" style=\"font-size:14px\"><summary><strong>Funding<\/strong><\/summary>\n<p class=\"wp-block-paragraph\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\">The study was performed without external funding.<\/p>\n<\/details>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Building a unified information space for the enterprise asset management system in distributed energy companies A.R. Denisov, A.E. Nikulin, R.V. Mikhailov, V. Miridashtaki Abstract. The paper addresses the problem of building a unified information space for production equipment management systems in distributed energy companies. The relevance is driven by the necessity to transition from planned-reactive [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"wp-custom-template-home","meta":{"footnotes":""},"class_list":["post-15403","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>28.3.3 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/izvestiyakbncran.ru\/index.php\/en\/28-3-3-en\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"28.3.3 En - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb\" \/>\n<meta property=\"og:description\" content=\"Building a unified information space for the enterprise asset management system in distributed energy companies A.R. 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