<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<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">asu</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник Атырауского университета имени Халела Досмухамедова</journal-title><trans-title-group xml:lang="en"><trans-title>Bulletin of the Khalel Dosmukhamedov Atyrau University</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2077-0197</issn><issn pub-type="epub">2790-332X</issn><publisher><publisher-name>Атырауский университет имени Халела Досмухамедова</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.47649/vau.26.v80.i1.30</article-id><article-id custom-type="elpub" pub-id-type="custom">asu-2735</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</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ECONOMICS</subject></subj-group></article-categories><title-group><article-title>ОЦЕНКА ЭКОНОМИЧЕСКИХ, ЭКОЛОГИЧЕСКИХ И СОЦИАЛЬНЫХ ЭФФЕКТОВ ВНЕДРЕНИЯ IOT В ЭНЕРГЕТИЧЕСКУЮ ИНФРАСТРУКТУРУ SMART GRID</article-title><trans-title-group xml:lang="en"><trans-title>ASSESSING THE ECONOMIC, ENVIRONMENTAL, AND SOCIAL IMPACTS OF IoT IMPLEMENTATION IN THE SMART GRID ENERGY INFRASTRUCTURE</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9955-9282</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Домалатов</surname><given-names>Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Domalatov</surname><given-names>Ye.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Ержан Домалатов - магистр экономических наук, PhD-кандидат, сеньор-лектор кафедрыэкономики, менеджмента и финансов,</p><p>070000, г.Усть-Каменогорск</p></bio><bio xml:lang="en"><p>Yerzhan Domalatov - Master of Economics Sciences, PhD Candidate, Senior Lecturer ofthe Department of Economics, Management and Finance, </p><p>070000, UstKamenogorsk</p></bio><email xlink:type="simple">domalatovkz@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1661-2226</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Чежимбаева</surname><given-names>К.</given-names></name><name name-style="western" xml:lang="en"><surname>Chezhimbayeva</surname><given-names>K.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Катипа Чежимбаева - кандидат технических наук, профессор кафедры телекоммуникационной инженерии,</p><p>050000, г.Алматы</p></bio><bio xml:lang="en"><p>Katipa Chezhimbayeva - Candidate of Technical Sciences, Professor of the Department of Telecommunication Engineering, </p><p>050000, Almaty</p></bio><email xlink:type="simple">k.chezhimbayeva@aues.kz</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2285-8716</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Жаркымбекова</surname><given-names>М.</given-names></name><name name-style="western" xml:lang="en"><surname>Zharkymbekova</surname><given-names>M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Макпал Жаркымбекова - магистр физики, докторант PhD кафедры энергообеспечения, электропривода и электротехники,</p><p>050000, г.Алматы</p></bio><bio xml:lang="en"><p>Makpal Zharkymbekova - Master of Physics, PhD student of the Department of Electric Power Engineering, </p><p>050000, Almaty</p></bio><email xlink:type="simple">makpal.87_87@mail.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-0955-8938</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сакитжанов</surname><given-names>М.</given-names></name><name name-style="western" xml:lang="en"><surname>Sakitzhanov</surname><given-names>M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Мархабат Сакитжанов - магистр технических наук, докторант PhD кафедры электроэнергетики,</p><p>050000, г.Алматы,</p></bio><bio xml:lang="en"><p>Markhabat Sakitzhanov - Master of Technical Sciences, PhD student of the Department of Electric Power Engineering, </p><p>050000, Almaty</p></bio><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">НАО «Восточно-Казахстанский университет имени Сарсена Аманжолова»<country>Казахстан</country></aff><aff xml:lang="en">Sarsen Amanzholov East Kazakhstan University<country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">НАО «Алматинский университет энергетики и связи имени Гумарбека Даукеева»<country>Казахстан</country></aff><aff xml:lang="en">Non-profit Joint Stock Company "Almaty University of Power Engineering and Telecommunications named after Gumarbek Daukeyev"<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>23</day><month>05</month><year>2026</year></pub-date><volume>80</volume><issue>1</issue><fpage>348</fpage><lpage>360</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Домалатов Е., Чежимбаева К., Жаркымбекова М., Сакитжанов М., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Домалатов Е., Чежимбаева К., Жаркымбекова М., Сакитжанов М.</copyright-holder><copyright-holder xml:lang="en">Domalatov Y., Chezhimbayeva K., Zharkymbekova M., Sakitzhanov M.</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://asu.ejournal.kz/jour/article/view/2735">https://asu.ejournal.kz/jour/article/view/2735</self-uri><abstract><p>В статье рассматриваются возможности применения технологий Интернета вещей (IoT) в электроэнергетике при формировании формирования интеллектуальных сетей Smart Grid. Цель исследования заключается в количественной оценке экономической и экологической эффективности внедрения IoT-решений, а также в анализе их социального эффекта для повышения надёжности электроснабжения, снижения операционных затрат и интеграции возобновляемых источников энергии (ВИЭ). Объектом исследования выступают распределительные сети среднего и низкого напряжения, включающие интеллектуальные счётчики (AMI), датчики на фидерах, системы автоматического восстановления после аварий (FLISR) и сервисы управления спросом (DR). Методология исследования основана на применении моделей оценки эффективности (NPV, IRR, TCO, срок окупаемости), Difference-in-Differences и стандарта IPMVP Option C для верификации измерений. Для оценки экологического эффекта использовались расчёты выбросов по ISO 14064-1 и GHG Protocol. Проведён числовой пример для распределительной компании среднего масштаба, включающей 50 000 интеллектуальных счётчиков. Результаты исследования показывают, что внедрение IoT позволяет достичь совокупного экономического эффекта более 600 млн KZT в год при масштабе 300 тыс. потребителей, повысить надёжность электроснабжения и улучшить качество обслуживания потребителей. Экологический эффект выражается в существенном сокращении выбросов CO₂, а социальный – в снижении длительности отключений, повышении прозрачности учёта и повышении доверия со стороны конечных пользователей. Практическая значимость работы заключается в разработке воспроизводимой модели оценки, применимой для планирования инвестиций, тарифного регулирования и ESG-отчётности. Таким образом, цифровизация сетей на базе IoT подтверждает свою экономическую и экологическую целесообразность и должна рассматриваться как стратегическое направление долгосрочной модернизации электроэнергетического сектора.</p></abstract><trans-abstract xml:lang="en"><p>This article examines the potential of Internet of Things (IoT) technologies in the electric power industry in the context of Smart Grid development. The study aims to quantify the economic and environmental effectiveness of implementing IoT solutions, as well as to analyze their social impact on improving electricity supply reliability, reducing operating costs, and integrating renewable energy sources (RES). The study focuses on medium- and low-voltage distribution networks, including smart meters (AMI), feeder sensors, fault-level information recovery (FLISR) systems, and demand response (DR) services. The study methodology is based on performance assessment models (NPV, IRR, TCO, payback period), difference-in-differences, and the IPMVP Option C standard for measurement verification. ISO 14064-1 and GHG Protocol emissions calculations were used to assess the environmental impact. A numerical example is provided for a medium-sized distribution company with 50,000 smart meters. The study's results demonstrate that IoT implementation can achieve a cumulative economic benefit of over 600 million tenge per year for a base of 300,000 consumers, improve electricity supply reliability, and enhance customer service. The environmental impact is reflected in a significant reduction in CO₂ emissions, while the social impact includes shorter outage durations, increased metering transparency, and increased end-user trust. The practical significance of this study lies in developing a reproducible assessment model applicable to investment planning, tariff regulation, and ESG reporting. Thus, IoT-based network digitalization confirms its economic and environmental feasibility and should be considered a strategic direction for the long-term modernization of the electric power sector.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>IoT</kwd><kwd>Smart Grid</kwd><kwd>интеллектуальный счётчик</kwd><kwd>технико-экономический анализ</kwd><kwd>устойчивое развитие</kwd><kwd>экологическая безопасность</kwd><kwd>социальный эффект</kwd></kwd-group><kwd-group xml:lang="en"><kwd>IoT</kwd><kwd>Smart Grid</kwd><kwd>smart meter</kwd><kwd>feasibility study</kwd><kwd>sustainable development</kwd><kwd>environmental safety</kwd><kwd>social impact</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">Gungor V.C., Sahin D., Kocak T., et al., "Smart Grid and Smart Homes: Key Players and Pilot Projects," in IEEE Industrial Electronics Magazine, vol. 6, no. 4, Dec. 2012. - P. 18-34</mixed-citation><mixed-citation xml:lang="en">Gungor V.C., Sahin D., Kocak T., et al., "Smart Grid and Smart Homes: Key Players and Pilot Projects," in IEEE Industrial Electronics Magazine, vol. 6, no. 4, Dec. 2012, P. 18-34 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Fang X., Misra S., Xue G., Yang D. "Smart Grid – The New and Improved Power Grid: A Survey," in IEEE Communications Surveys &amp; Tutorials, vol. 14, no. 4, Fourth Quarter 2012. - P. 944-980</mixed-citation><mixed-citation xml:lang="en">Fang X., Misra S., Xue G., Yang D. "Smart Grid – The New and Improved Power Grid: A Survey," in IEEE Communications Surveys &amp; Tutorials, vol. 14, no. 4, Fourth Quarter 2012, P. 944-980 [in English]</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">IEA. Electricity Grids and Secure Energy Transitions [Electronic resource]. – IEA, 2022/2023. - Available at: – URL: https://www.iea.org/reports/electricity-grids-and-secure-energy-transitions (accessed: 13.10.2025)</mixed-citation><mixed-citation xml:lang="en">IEA. Electricity Grids and Secure Energy Transitions [Electronic resource]. – IEA, 2022/2023. - Available at: – URL: https://www.iea.org/reports/electricity-grids-and-secure-energy-transitions [in English] (accessed: 13.10.2025)</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Intergovernmental Panel on Climate Change (IPCC), ed. Climate Change 2022 - Mitigation of Climate Change: Working Group III Contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press; 2023</mixed-citation><mixed-citation xml:lang="en">Intergovernmental Panel on Climate Change (IPCC), ed. Climate Change 2022 - Mitigation of Climate Change: Working Group III Contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press; 2023. [in English]</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">U.S. DOE. Grid Modernization Multi-Year Program Plan – U.S. Department of Energy, 2016. – Available at: URL: https://energy.gov/sites/prod/files/2016/01/f28/Grid%20Modernization%20Multi-Year%20Program%20Plan.pdf (дата обращения: 13.10.2025)</mixed-citation><mixed-citation xml:lang="en">U.S. DOE. Grid Modernization Multi-Year Program Plan – U.S. Department of Energy, 2016. – Available at: URL: https://energy.gov/sites/prod/files/2016/01/f28/Grid%20Modernization%20Multi-Year%20Program%20Plan.pdf [in English] (accessed: 13.10.2025)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">ETIP SNET (European Technology &amp; Innovation Platform Smart Networks for Energy Transition). R&amp;I Roadmap 2020-2030. – European Union, 2020. – Available at: - URL: https://smart-networks-energy-transition.ec.europa.eu/sites/default/files/publications/Roadmap-2020-2030_June-UPDT.pdf (дата обращения: 13.10.2025)</mixed-citation><mixed-citation xml:lang="en">ETIP SNET (European Technology &amp; Innovation Platform Smart Networks for Energy Transition). R&amp;I Roadmap 2020-2030. – European Union, 2020. – Available at: - URL: https://smart-networks-energytransition.ec.europa.eu/sites/default/files/publications/Roadmap-2020-2030_June-UPDT.pdf [in English] (accessed: 13.10.2025)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Khanna A., Kaur S. Internet of Things (IoT), Applications and Challenges: A Comprehensive Review. Wireless Pers Commun 114, - 2020. - Р.1687–1762</mixed-citation><mixed-citation xml:lang="en">Khanna A., Kaur S. Internet of Things (IoT), Applications and Challenges: A Comprehensive Review. Wireless Pers Commun 114, - 2020. - Р.1687–1762. [in English]</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Zanella A., Bui N., Castellani A., et al. "Internet of Things for Smart Cities," in IEEE Internet of Things Journal, vol. 1, no. 1, Feb. – 2014. - P. 22-32.</mixed-citation><mixed-citation xml:lang="en">Zanella A., Bui N., Castellani A., et al. "Internet of Things for Smart Cities," in IEEE Internet of Things Journal, vol. 1, no. 1, Feb. – 2014. - P. 22-32. [in English]</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">S.S.R. Depuru, L.Wang, V. Devabhaktuni and N. Gudi, "Smart meters for power grid – Challenges, issues, advantages and status," 2011 IEEE/PES Power Systems Conference and Exposition, Phoenix, AZ, USA, - 2011, P. 1-7</mixed-citation><mixed-citation xml:lang="en">S.S.R. Depuru, L.Wang, V. Devabhaktuni and N. Gudi, "Smart meters for power grid – Challenges, issues, advantages and status," 2011 IEEE/PES Power Systems Conference and Exposition, Phoenix, AZ, USA, - 2011, P. 1-7</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">NERC. Reliability Considerations from Integration of Smart Grid. – December 2010. – Available at: - URL: https://www.nerc.com/pa/RAPA/ra/Reliability%20Assessments%20DL/SGTF_Report_Final_posted_v1.1.pdf (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">NERC. Reliability Considerations from Integration of Smart Grid. – December 2010. – Available at: - URL: https://www.nerc.com/pa/RAPA/ra/Reliability%20Assessments%20DL/SGTF_Report_Final_posted_v1.1.pdf [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Electric Power Research Institute (EPRI). Technology Innovation: Insights and Innovations. Third Quarter 2021 – Palo Alto, CA: EPRI, - 2021. – Available at: URL: https://restservice.epri.com/publicdownload/000000003002023051/0/Product (дата обращения: 13.10.2025)</mixed-citation><mixed-citation xml:lang="en">Electric Power Research Institute (EPRI). Technology Innovation: Insights and Innovations. Third Quarter 2021 – Palo Alto, CA: EPRI, - 2021. – – Available at: URL: https://restservice.epri.com/ publicdownload/000000003002023051/0/Product [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Uluski R., Borlase S. ISGT NA ’24 Tutorial 3: Implementing Fault Location Isolation and Service Restoration (FLISR) on Distribution Circuits with High DER Penetration – Strategies for Success (Slides). – IEEE Power &amp; Energy Society, 2024.</mixed-citation><mixed-citation xml:lang="en">Uluski R., Borlase S. ISGT NA ’24 Tutorial 3: Implementing Fault Location Isolation and Service Restoration (FLISR) on Distribution Circuits with High DER Penetration – Strategies for Success (Slides). – IEEE Power &amp; Energy Society, 2024. [in English]</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Booth A., Mohr N., Peters P. The digital utility: New opportunities and challenges – McKinsey &amp; Company, 2016. – Available at: - URL: https://www.mckinsey.com/industries/electric-power-and-natural-gas/our-insights/thedigital-utility-new-opportunities-and-challenges (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">Booth A., Mohr N., Peters P. The digital utility: New opportunities and challenges – McKinsey &amp; Company, 2016. – Available at: - URL: https://www.mckinsey.com/industries/electric-power-and-natural-gas/our-insights/thedigital-utility-new-opportunities-and-challenges [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Mohammadi M., Al-Fuqaha A., Sorour S., Guizani, M. Deep Learning for IoT Big Data and Streaming Analytics: A Survey // IEEE Communications Surveys &amp; Tutorials. – 2018. – Vol. 20, no. 4. – Р. 2923–2960.</mixed-citation><mixed-citation xml:lang="en">Mohammadi M., Al-Fuqaha A., Sorour S., Guizani, M. Deep Learning for IoT Big Data and Streaming Analytics: A Survey // IEEE Communications Surveys &amp; Tutorials. – 2018. – Vol. 20, no. 4. – Р. 2923–2960. [in English]</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">International Organization for Standardization (ISO). ISO 14064-1:2018. Greenhouse gases – Part 1: Specification with guidance at the organization level for quantification and reporting of greenhouse gas emissions and removals – Geneva: ISO, 2018. – Available at: - URL: https://www.iso.org/standard/66453.html (accessed: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">International Organization for Standardization (ISO). ISO 14064-1:2018. Greenhouse gases – Part 1: Specification with guidance at the organization level for quantification and reporting of greenhouse gas emissions and removals – Geneva: ISO, 2018. – Available at: - URL: https://www.iso.org/standard/66453.html [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">International Organization for Standardization (ISO). ISO 14040:2006. Environmental management – Life cycle assessment – Principles and framework. – Geneva: ISO, 2006. – Available at: - URL: https://www.iso.org/standard/37456.html (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">International Organization for Standardization (ISO). ISO 14040:2006. Environmental management – Life cycle assessment – Principles and framework. – Geneva: ISO, 2006. – Available at: - URL: https://www.iso.org/standard/37456.html [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">International Organization for Standardization (ISO). ISO 14044:2006. Environmental management – Life cycle assessment – Requirements and guidelines. – Geneva: ISO, 2006. – Available at: - URL: https://www.iso.org/standard/38498.html (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">International Organization for Standardization (ISO). ISO 14044:2006. Environmental management – Life cycle assessment – Requirements and guidelines. – Geneva: ISO, 2006. – Available at: - URL: https://www.iso.org/standard/38498.html [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">World Resources Institute; World Business Council for Sustainable Development. GHG Protocol Scope 2 Guidance: An Amendment to the GHG Protocol Corporate Standard. – Washington, DC: WRI; Geneva: WBCSD, 2015. – Available at: - URL: https://ghgprotocol.org/sites/default/files/2023-03/Scope%202%20Guidance.pdf (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">World Resources Institute; World Business Council for Sustainable Development. GHG Protocol Scope 2 Guidance: An Amendment to the GHG Protocol Corporate Standard. – Washington, DC: WRI; Geneva: WBCSD, 2015. – Available at: - URL: https://ghgprotocol.org/sites/default/files/2023-03/Scope%202%20Guidance.pdf [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Efficiency Valuation Organization (EVO). International Performance Measurement and Verification Protocol (IPMVP): Core Concepts. EVO 10000-1:2016. – Ottawa: EVO, 2016. – Available at: - URL: https://evoworld.org/en/products-services-mainmenu-en/protocols/ipmvp (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">Efficiency Valuation Organization (EVO). International Performance Measurement and Verification Protocol (IPMVP): Core Concepts. EVO 10000-1:2016. – Ottawa: EVO, 2016. – Available at: - URL: https://evoworld.org/en/products-services-mainmenu-en/protocols/ipmvp [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">International Energy Agency (IEA). Energy Statistics Data Browser: Transmission and distribution losses (electricity) – Paris: IEA, 2022. – Available at: - URL: https://www.iea.org/data-and-statistics/data-tools/energystatistics-data-browser (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">International Energy Agency (IEA). Energy Statistics Data Browser: Transmission and distribution losses (electricity) – Paris: IEA, 2022. – Available at: - URL: https://www.iea.org/data-and-statistics/data-tools/energystatistics-data-browser [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Institute of Electrical and Electronics Engineers (IEEE). IEEE Std 1366-2022. IEEE Guide for Electric Power Distribution Reliability Indices. – New York: IEEE. - 2022. – 44 p.</mixed-citation><mixed-citation xml:lang="en">Institute of Electrical and Electronics Engineers (IEEE). IEEE Std 1366-2022. IEEE Guide for Electric Power Distribution Reliability Indices. – New York: IEEE, - 2022. – 44 p. [in English]</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Electric Power Research Institute (EPRI). Advanced Metering Infrastructure (AMI) Reference Architecture – Palo Alto, CA: EPRI, 2021. – Product ID: 3002021854. - Available at: - URL: https://restservice.epri.com/publicattachment/91782 (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">Electric Power Research Institute (EPRI). Advanced Metering Infrastructure (AMI) Reference Architecture – Palo Alto, CA: EPRI, 2021. – Product ID: 3002021854. - Available at: - URL: https://restservice.epri.com/publicattachment/91782 [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Federal Energy Regulatory Commission (FERC). 2019 Assessment of Demand Response and Advanced Metering – Washington, DC: FERC, 2019. – Available at: - URL: https://www.ferc.gov/sites/default/files/2020-04/DRAM-Report2019_2.pdf (дата обращения: 13.10.2025).</mixed-citation><mixed-citation xml:lang="en">Federal Energy Regulatory Commission (FERC). 2019 Assessment of Demand Response and Advanced Metering – Washington, DC: FERC, 2019. – Available at: - URL: https://www.ferc.gov/sites/default/files/2020-04/DRAM-Report2019_2.pdf [in English] (accessed: 13.10.2025).</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Huang, W., Zhang, N., Kang, C. et al. From demand response to integrated demand response: review and prospect of research and application. Prot Control Mod Power Syst 4. - 2019. – Р. 10-12</mixed-citation><mixed-citation xml:lang="en">Huang, W., Zhang, N., Kang, C. et al. From demand response to integrated demand response: review and prospect of research and application. Prot Control Mod Power Syst 4, - 2019. – Р. 10-12. [in English]</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>
