{"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-1 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-2 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-3 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-4 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-5 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-6 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-7 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-8 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-9 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-10 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-11 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-12 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-13 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. 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(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-14 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-15 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 v28.4 - 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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