Development of a Digital Twin of a DC Motor Using NARX Artificial Neural Networks
Year: 2025
Type: article
Language: en
Topic: Sensorless Control of Electric Motors
Authors and affiliations:
raw_author_name: Victor Busher
raw_affiliation_strings: Department of Electrical Engineering and Electronics, National University “Odessa Maritime Academy”, Didrikhson Str., 8, 65052 Odesa, OR, Ukraine
Department of Electrical Engineering and Electronics, National University "Odessa Maritime Academy", Didrikhson Str., 8, 65052 Odesa, OR, Ukraine
raw_author_name: Valeriy Kuznetsov
raw_affiliation_strings: Department of Electrical Engineering, Faculty of Electomechanic and Electrometallurgy, Dnipro Metallurgical Institute, Ukrainian State University of Science and Technologies, 2 Lazaryana Street, 49000 Dnipro, DR, Ukraine
Electric Energy Department, Railway Research Institute, 50 Józefa Chłopickiego Street, 04-275 Warsaw, Poland
raw_author_name: Zbigniew Ciekanowski
raw_affiliation_strings: Department of Security Education, War Studies University, av. Chruściela 103, 00-910 Warsaw, Poland
raw_author_name: Artur Rojek
raw_affiliation_strings: Electric Energy Department, Railway Research Institute, 50 Józefa Chłopickiego Street, 04-275 Warsaw, Poland
raw_author_name: Tomasz Grudniewski
raw_affiliation_strings: John Paul II Academy in Biała Podlaska, Rector’s Office, Sidorska Str. 95/97, 21-500 Biała Podlaska, Poland
raw_author_name: Natalya Druzhinina
raw_affiliation_strings: Department of History of Kazakhstan and General Educational Disciplines, Faculty of Economics and Construction, Non-Profit Joint-Stock Company “Karaganda Industrial University”, Republic Avenue, 30, 101400 Temirtau, KR, Kazakhstan
Department of History of Kazakhstan and General Educational Disciplines, Faculty of Economics and Construction, Non-Profit Joint-Stock Company "Karaganda Industrial University", Republic Avenue, 30, 101400 Temirtau, KR, Kazakhstan
raw_author_name: Vitalii Kuznetsov
raw_affiliation_strings: Department of Electrical Engineering, Faculty of Electomechanic and Electrometallurgy, Dnipro Metallurgical Institute, Ukrainian State University of Science and Technologies, 2 Lazaryana Street, 49000 Dnipro, DR, Ukraine
Electric Energy Department, Railway Research Institute, 50 Józefa Chłopickiego Street, 04-275 Warsaw, Poland
raw_author_name: Mykola Tryputen
raw_affiliation_strings: Department of Cyberphysical and Information-Measuring Systems, Faculty of Electrical Engineering, Institute of Power Engineering, Dnipro University of Technology, 19 Dmytro Yavornytskyi Avenue, 49005 Dnipro, DR, Ukraine
raw_author_name: Petro Hubskyi
raw_affiliation_strings: Electric Energy Department, Railway Research Institute, 50 Józefa Chłopickiego Street, 04-275 Warsaw, Poland
raw_author_name: Alibek Batyrbek
raw_affiliation_strings: Department of Artificial Intelligence Technologies, Faculty of Energy, Transport and Management Systems, Non-Profit Joint-Stock Company “Karaganda Industrial University”, Republic Avenue, 30, 101400 Temirtau, KR, Kazakhstan
Department of Artificial Intelligence Technologies, Faculty of Energy, Transport and Management Systems, Non-Profit Joint-Stock Company "Karaganda Industrial University", Republic Avenue, 30, 101400 Temirtau, KR, Kazakhstan