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Вестник МГТУ. 2022. Т. 25, № 4. С. 313-323. DOI: https://doi.org/10.21443/1560-9278-2022-25-4-313-323 James, G., Witten, D., Hatie, T., Tibshirani, R. 2021. An introduction to statistical learning with Applications in R. New York. DOI: https://doi.org/10.1007/978-1-0716-1418-1. Latifi, M., Sabzehgar, R., Rasouli, M. 2018. Reactive power compensation using plugged-in electric vehicles for an AC power grid. IECON 2018 - 44th Annual Conference o f the IEEE Industrial Electronics Society, Washington, USA, 21-23 October 2018, pp. 4986-4991. DOI: https://doi.org/10.1109/IECON.2018.8591249. Ledva, G. S., Mathieu, J. L. 2020. Separating feeder demand into components using substation, feeder, and smart meter measurements. IEEE Transactions on Smart Grid, 11(4), pp. 3280-3290. DOI: https://doi.org/10.1109/ TSG.2020.2967220. Mai, W., Chung, C. Y., Wu, T., Wong, W. C. 2014. Electric load forecasting for large office building based on radial basis function neural network. IEEE PES General Meeting (IEEE General Meeting Power & Energy Society), Conference & Exposition, National Harbor, MD, USA, 27-31 July 2014. Article number: 6939378. DOI: https://doi.org/10.1109/PESGM.2014.6939378. Soluyanov, Yu. I., Fedotov, A. I., Ahmetshin, A. R. 2019. Calculation of electrical loads of residential and public buildings based on actual data. IOP Conference Series: Materials Science and Engineering, Vol. 643, International Scientific Electric Power Conference - 2019, Saint Petersburg, Russian Federation, 23-24 May 2019. Article number: 012051. DOI: https://doi.org/10.1088/1757-899X/643/1/012051. Yao, D., Wen, M., Liang, X., Fu, Z. et al. 2019. Energy theft detection with energy privacy preservation in the smart grid . IEEE Internet o f Things Journal, 6(5), pp. 7659-7669. DOI: https://doi.org/10.1109/ JIOT.2019.2903312. Сведения об авторах Солуянов Юрий Иванович - пер. Электрический, 3/10, г. Москва, Россия, 123557; Ассоциация "Росэлектромонтаж", д-р техн. наук, профессор; e-mail : info@roselmon.su Yuri I. Soluyanov - 3/10 Electric Str., Moscow, Russia, 123557; Association "Roselectromontazh", Dr Sci. (Engineering), Professor; e-mail: info@roselmon.su Федотов Александр Иванович - ул. Красносельская, 51, г. Казань, Россия, 420066; Казанский государственный энергетический университет, д-р техн. наук, профессор; e-mail: fed.ai@mail.ru, ORCID: https://orcid.org/0000-0003-4235-8038 Alexander I. Fedotov - 51 Krasnoselskaya Str., Kazan, Russia, 420066; Kazan State Power Engineering University, Dr Sci. (Engineering), Professor; e-mail: fed.ai@mail.ru, ORCID: https://orcid.org/0000-0003-4235-8038 Ахметшин Азат Ринатович - ул. Красносельская, 51, г. Казань, Россия, 420066; Казанский государственный энергетический университет, канд. техн. наук, доцент; e-mail: ahmetshin.ar@mail.ru, ORCID: https://orcid.org/0000-0003-4424-7761 Azat R. Akhmetshin - 51 Krasnoselskaya Str., Kazan, Russia, 420066; Kazan State Power Engineering University, Cand. Sci. (Engineering), Associate Professor; e-mail: ahmetshin.ar@mail.ru, ORCID: https://orcid.org/0000-0003-4424-7761 Чернова Наталья Владимировна - пер. Электрический, 3/10, г. Москва, Россия, 123557; Ассоциация "Росэлектромонтаж", канд. техн. наук, вед. специалист; e-mail: nv.chernova@list.ru Natalya V. Chernova - 3/10 Electric Str., Moscow, Russia, 123557; Association "Roselectromontazh", Cand. Sci. (Engineering), Leading Specialist; e-mail: nv.chernova@list.ru Солуянов Владимир Иванович - ул. Адоратского, 50а, г. Казань, Россия, 420132; АО "Татэлектромонтаж", гл. инженер; e-mail: vs@tatem.ru, ORCID: https://orcid.org/0000-0002-0004-7509 Vladimir I. Soluyanov - 50a Adoratsky Str., Kazan, Russia, 420132; JSC "Tatelektromontazh", Chief Engineer; e-mail: vs@tatem.ru, ORCID: https://orcid.org/0000-0002-0004-7509 323