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<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">energy</journal-id><journal-title-group><journal-title xml:lang="ru">Энергетика. Известия высших учебных заведений и энергетических объединений СНГ</journal-title><trans-title-group xml:lang="en"><trans-title>ENERGETIKA. Proceedings of CIS higher education institutions and power engineering associations</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1029-7448</issn><issn pub-type="epub">2414-0341</issn><publisher><publisher-name>BNTU</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21122/1029-7448-2020-63-5-423-440</article-id><article-id custom-type="elpub" pub-id-type="custom">energy-1993</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>ЭЛЕКТРОЭНЕРГЕТИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ELECTRICAL POWER ENGINEERING</subject></subj-group></article-categories><title-group><article-title>Онлайн-идентификация электромагнитных параметров асинхронного двигателя</article-title><trans-title-group xml:lang="en"><trans-title>Online-Identification of Electromagnetic Parameters  of an Induction Motor</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Тытюк</surname><given-names>В. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Tytiuk</surname><given-names>V. K.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кривой Рог</p></bio><bio xml:lang="en"><p>Kryvyi Rih</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Барановская</surname><given-names>М. Л.</given-names></name><name name-style="western" xml:lang="en"><surname>Baranovskaya</surname><given-names>M. L.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кривой Рог</p></bio><bio xml:lang="en"><p>Kryvyi Rih</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Черный</surname><given-names>А. П.</given-names></name><name name-style="western" xml:lang="en"><surname>Chorny</surname><given-names>O. P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Кременчуг</p></bio><bio xml:lang="en"><p>Kremenchuk</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бурдильная</surname><given-names>Е. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Burdilnaya</surname><given-names>E. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Адрес для переписки: Бурдильная Евгения Владимировна – Кременчугский национальный университет имени Михаила Остроградского, ул. Первомайская, 20,  39600, г. Кременчуг, Украина.  Тел.: +380 5366 3-11-47</p><p>evburdilnaya@gmail.com</p></bio><bio xml:lang="en"><p>Address for correspondence: Burdilnaya Evheniia V.  – Kremenchuk Mykhailo Ostrohradskyi National University, 20, Pershotravneva str., 39600, Kremenchuk, Ukraine. Tel.: +380 5366 3-11-47</p><p>evburdilnaya@gmail.com</p></bio><email xlink:type="simple">evburdilnaya@gmail.com</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кузнецов</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Kuznetsov</surname><given-names>V. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Днепр</p></bio><bio xml:lang="en"><p>Dnipro</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Богатырев</surname><given-names>К. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Bogatyriov</surname><given-names>K. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Горишние Плавни</p></bio><bio xml:lang="en"><p>Horishni Plavni</p></bio><xref ref-type="aff" rid="aff-4"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Криворожский национальный университет</institution><country>Украина</country></aff><aff xml:lang="en"><institution>Kryvyi Rih National University</institution><country>Ukraine</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Кременчугский национальный университет имени Михаила Остроградского</institution><country>Украина</country></aff><aff xml:lang="en"><institution>Kremenchuk Mykhailo Ostrohradskyi National University</institution><country>Ukraine</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Национальная металлургическая академия Украины</institution><country>Украина</country></aff><aff xml:lang="en"><institution>National Metallurgical Academy of Ukraine</institution><country>Ukraine</country></aff></aff-alternatives><aff-alternatives id="aff-4"><aff xml:lang="ru"><institution>Полтавский горно-обогатительный комбинат</institution><country>Украина</country></aff><aff xml:lang="en"><institution>Poltava Mining and Processing Plant</institution><country>Ukraine</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2020</year></pub-date><pub-date pub-type="epub"><day>13</day><month>10</month><year>2020</year></pub-date><volume>63</volume><issue>5</issue><fpage>423</fpage><lpage>440</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Тытюк В.А., Барановская М.Л., Черный А.П., Бурдильная Е.В., Кузнецов В.В., Богатырев К.Н., 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder xml:lang="ru">Тытюк В.А., Барановская М.Л., Черный А.П., Бурдильная Е.В., Кузнецов В.В., Богатырев К.Н.</copyright-holder><copyright-holder xml:lang="en">Tytiuk V.K., Baranovskaya M.L., Chorny O.P., Burdilnaya E.V., Kuznetsov V.V., Bogatyriov K.N.</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://energy.bntu.by/jour/article/view/1993">https://energy.bntu.by/jour/article/view/1993</self-uri><abstract><p>Несоответствие настроек системы  управления  фактическим  значениям  параметров частотно-регулируемого  асинхронного  электропривода  может  иногда  приводить  к  полной </p><p>неработоспособности частотного электропривода, к существенному снижению динамических показателей качества. Такие параметры, как активное сопротивление и индуктивность ротора, индуктивность цепи намагничивания, недоступны для непосредственного измерения. При приемо-сдаточных испытаниях они не определяются, а величины, приводимые в каталогах и справочниках, являются расчетными и могут существенно отличаться от реальных значений конкретной машины. Несмотря на постоянные усилия исследователей, задача идентификации электромагнитных параметров схемы замещения асинхронного двигателя остается важной и актуальной. Авторы статьи разработали метод онлайн-идентификации электромагнитных параметров асинхронного двигателя, что позволит реализовать точную настройку регуляторов системы частотного управления при эксплуатационных изменениях характеристик приводного двигателя. Выполнен анализ установившегося режима работы асинхронного двигателя без использования Т-образной схемы его замещения. Предложен подход, опирающийся на уравнения асинхронного двигателя в трехфазной неподвижной системе координат, полученные на основе теории обобщенного электромеханического преобразователя. С учетом аналитических преобразований этих формул получена система нелинейных алгебраических уравнений четвертого порядка, решение которой позволяет определить активное сопротивление ротора, сопротивление рассеивания и главную взаимную индуктивность асинхронного двигателя в предположении, что активное сопротивление статора известно. Произведена верификация предлагаемого метода. На основании данных установившегося режима работы асинхронного двигателя типа 4А250М2УЗ выполнена идентификация его электромагнитных параметров, исследовано влияние начального приближения на точность полученных результатов, которые подтверждают работоспособность рассматриваемого метода идентификации.</p></abstract><trans-abstract xml:lang="en"><p>Incompliance of the settings of the system to control actual values of the parameters of a variable frequency induction electric drive may sometimes result in complete non-operability of a variable frequency electric drive as well as in the considerable reduction of the dynamic quality parameters. Such parameters as active rotor resistance, rotor inductance, and inductance of the magnetization circuit are available for the immediate measuring. They are not identified in terms of the acceptance tests, and the values presented in catalogues and reference books are calculated ones that may differ considerably from the real values of a certain machine. Despite constant studies by the researchers, a task to identify electromagnetic parameters of the equivalent circuit of an induction motor is still important and topical. The objective of the paper is to develop a method of online-identification of the electromagnetic parameters of an induction motor making it possible to implement accurate regulator adjustment of the frequency control system in terms of operational changes in the driving motor parameters. For the first time, the paper analyzes a steady mode of induction motor operation which does not apply T-network of the equivalent circuit of an induction motor. An approach has been proposed relying on the equation of an induction motor in three-phase fixed coordinate system obtained on the basis of the theory of generalized electromechanical converter.</p><p> </p></trans-abstract><kwd-group xml:lang="ru"><kwd>электропривод</kwd><kwd>метод идентификации</kwd><kwd>система уравнений</kwd><kwd>уравнение электрического равновесия</kwd><kwd>математическая модель</kwd><kwd>уравнение потокосцепления</kwd><kwd>фаза</kwd><kwd>угловая скорость</kwd><kwd>установившийся режим</kwd><kwd>численный метод</kwd><kwd>точность идентификации</kwd><kwd>ротор</kwd><kwd>статор</kwd><kwd>ток</kwd><kwd>схема замещения</kwd></kwd-group><kwd-group xml:lang="en"><kwd>electric drive</kwd><kwd>identification method</kwd><kwd>system of equations</kwd><kwd>equation of electrical equilibrium</kwd><kwd>mathematical model</kwd><kwd>equation of flux</kwd><kwd>phase</kwd><kwd>angular velocity</kwd><kwd>steady state</kwd><kwd>numerical method</kwd><kwd>identification accuracy</kwd><kwd>rotor</kwd><kwd>stator</kwd><kwd>current</kwd><kwd>equivalent circuit</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">IEEE 12–1996 – IEEE Standard Test Procedure for Polyphase Induction Motors and Generators. Available at: https://standards.ieee.org/standard/112-1996.html.</mixed-citation><mixed-citation xml:lang="en">IEEE 12–1996 – IEEE Standard Test Procedure for Polyphase Induction Motors and Generators. Available at: https://standards.ieee.org/standard/112-1996.html.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Yu-hua-Wang, Birdwell-JD (1982) Dynamic Identification of the Model Parameters for an Induction Motor. Conference Proceedings of IEEE SOUTHEASTCON.</mixed-citation><mixed-citation xml:lang="en">Yu-hua-Wang, Birdwell-JD (1982) Dynamic Identification of the Model Parameters for an Induction Motor. Conference Proceedings of IEEE SOUTHEASTCON.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Goldberg D. E., Potvin A. F. (1994) Genetic Algorithms: Implementation Based on GAs From. The MathWorks.</mixed-citation><mixed-citation xml:lang="en">Goldberg D. E., Potvin A. F. (1994) Genetic Algorithms: Implementation Based on GAs From. The MathWorks.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Huang K. S., Kent W., Wu Q. H., Turner D. R. (1999) Parameter Identification of an Induction Machine Using a Genetic Algorithms. Proceedings of the 1999 IEEE International Symposium on Computer Aided Control System Design. https://doi.org/10.1109/cacsd.1999.808700.</mixed-citation><mixed-citation xml:lang="en">Huang K. S., Kent W., Wu Q. H., Turner D. R. (1999) Parameter Identification of an Induction Machine Using a Genetic Algorithms. Proceedings of the 1999 IEEE International Symposium on Computer Aided Control System Design. https://doi.org/10.1109/cacsd.1999.808700.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Moons C., De Moor B. (1995) Parameter Identification of Induction Motor Drives. Automatica, 31 (8), 1137–1147. https://doi.org/10.1016/0005-1098(95)00016-P.</mixed-citation><mixed-citation xml:lang="en">Moons C., De Moor B. (1995) Parameter Identification of Induction Motor Drives. Automatica, 31 (8), 1137–1147. https://doi.org/10.1016/0005-1098(95)00016-P.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Moon S., Keyhani A., Pillutla S. (1999) Nonlinear Neural – Network Modeling of an Induction Machine. IEEE Transactions on Control Systems Technology, 7 (2), 203–211. https://doi.org/10.1109/87.748146.</mixed-citation><mixed-citation xml:lang="en">Moon S., Keyhani A., Pillutla S. (1999) Nonlinear Neural – Network Modeling of an Induction Machine. IEEE Transactions on Control Systems Technology, 7 (2), 203–211. https://doi.org/10.1109/87.748146.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Buchholz O., Boeker J. (2018) Online-Identification of the Machine Parameters of an Induction Motor Drive. 2018 IEEE 27th International Symposium on Industrial Electronics (ISIE), 860–867. https://doi.org/10.1109/isie.2018.8433852.</mixed-citation><mixed-citation xml:lang="en">Buchholz O., Boeker J. (2018) Online-Identification of the Machine Parameters of an Induction Motor Drive. 2018 IEEE 27th International Symposium on Industrial Electronics (ISIE), 860–867. https://doi.org/10.1109/isie.2018.8433852.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Sanchez I., Pillay P. (1994) Sensitivity Analysis of Induction Motor Parameters. Proceedings of SOUTHEASTCON '94. Miami, FL, USA, 50–54. https://doi.org/10.1109/SECON.1994.324263.</mixed-citation><mixed-citation xml:lang="en">Sanchez I., Pillay P. (1994) Sensitivity Analysis of Induction Motor Parameters. Proceedings of SOUTHEASTCON '94. Miami, FL, USA, 50–54. https://doi.org/10.1109/SECON.1994.324263.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Laroussi K., Zelmat M. (2005) Fuzzy Adaptation of the PI Controller Parameters Applied for Induction Motor. Proceedings. IEEE SoutheastCon, 2005. https://doi.org/10.1109/SECON.20051423207.</mixed-citation><mixed-citation xml:lang="en">Laroussi K., Zelmat M. (2005) Fuzzy Adaptation of the PI Controller Parameters Applied for Induction Motor. Proceedings. IEEE SoutheastCon, 2005. https://doi.org/10.1109/SECON.20051423207.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Fountas N. A., Hatziargyriou N. D. (1994) Estimation of Induction Motor Parameters for Dynamic Analysis. Proceedings of MELECON '94. Mediterranean Electrotechnical Conference. Vol. 3. Antalya, Turkey, 1263–1266. https://doi.org/10.1109/MELCON.1994.380836.</mixed-citation><mixed-citation xml:lang="en">Fountas N. A., Hatziargyriou N. D. (1994) Estimation of Induction Motor Parameters for Dynamic Analysis. Proceedings of MELECON '94. Mediterranean Electrotechnical Conference. Vol. 3. Antalya, Turkey, 1263–1266. https://doi.org/10.1109/MELCON.1994.380836.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Attaianese C., Damiano A., Gatto G., Marongiu I. (1998) A Perfetto Induction Motor Drive Parameters Identification. IEEE Transactions on Power Electronics, 13 (6), 1112–1122. https://doi.org/10.1109/63.728338.</mixed-citation><mixed-citation xml:lang="en">Attaianese C., Damiano A., Gatto G., Marongiu I. (1998) A Perfetto Induction Motor Drive Parameters Identification. IEEE Transactions on Power Electronics, 13 (6), 1112–1122. https://doi.org/10.1109/63.728338.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Gastli A. (1999) Identification of Induction Motor Equivalent Circuit Parameters Using the Single-Phase Test. IEEE Transactions on Energy Conversion, 14 (1), 51–56. https://doi.org/10.1109/60.749147.</mixed-citation><mixed-citation xml:lang="en">Gastli A. (1999) Identification of Induction Motor Equivalent Circuit Parameters Using the Single-Phase Test. IEEE Transactions on Energy Conversion, 14 (1), 51–56. https://doi.org/10.1109/60.749147.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Shaw S. R., Leeb S. B. (1999) Identification of Induction Motor Parameters from Transient Stator Current Measurements. IEEE Transactions on Industrial Electronics, 46 (1), 139–149. https://doi.org/10.1109/41.744405.</mixed-citation><mixed-citation xml:lang="en">Shaw S. R., Leeb S. B. (1999) Identification of Induction Motor Parameters from Transient Stator Current Measurements. IEEE Transactions on Industrial Electronics, 46 (1), 139–149. https://doi.org/10.1109/41.744405.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Košťál T. (2017) Induction Machine Parameters Identification Method Suitable for Self-Commissioning. 2017 XXVI International Scientific Conference Electronics (ET). Sozopol, 1–4. https://doi.org/10.1109/ET.2017.8124357.</mixed-citation><mixed-citation xml:lang="en">Košťál T. (2017) Induction Machine Parameters Identification Method Suitable for Self-Commissioning. 2017 XXVI International Scientific Conference Electronics (ET). Sozopol, 1–4. https://doi.org/10.1109/ET.2017.8124357.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Lee S., Yoo A., Lee H. J., Yoon Y. D., Han B. M. (2017) Identification of Induction Motor Parameters at Standstill Based on Integral Calculation. IEEE Transactions on Industry Applications, 53 (3), 2130–2139. https://doi.org/10.1109/tia.2017.2650141.</mixed-citation><mixed-citation xml:lang="en">Lee S., Yoo A., Lee H. J., Yoon Y. D., Han B. M. (2017) Identification of Induction Motor Parameters at Standstill Based on Integral Calculation. IEEE Transactions on Industry Applications, 53 (3), 2130–2139. https://doi.org/10.1109/tia.2017.2650141.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Sukhapap S., Sangwongwanich S. (2002) Auto Tuning of Parameters and Magnetization Curve of an Induction Motor at Standstill. IEEE ICIT '02. Proc. IEEE International Conference on Industrial Technology, 101–106. https://doi.org/10.1109/icit.2002.1189871.</mixed-citation><mixed-citation xml:lang="en">Sukhapap S., Sangwongwanich S. (2002) Auto Tuning of Parameters and Magnetization Curve of an Induction Motor at Standstill. IEEE ICIT '02. Proc. IEEE International Conference on Industrial Technology, 101–106. https://doi.org/10.1109/icit.2002.1189871.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Kwon S., Lee J. H., Moon S. H., Kwon B. K., Choi C. H., Seok J. K. (2009) Standstill Parameter Identification of Vector-Controlled Induction Motors Using the Frequency Characteristics of Rotor Bars. IEEE Transactions on Industry Applications, 45 (5), 1610–1618. https://doi.org/10.1109/TIA.2009.2027164.</mixed-citation><mixed-citation xml:lang="en">Kwon S., Lee J. H., Moon S. H., Kwon B. K., Choi C. H., Seok J. K. (2009) Standstill Parameter Identification of Vector-Controlled Induction Motors Using the Frequency Characteristics of Rotor Bars. IEEE Transactions on Industry Applications, 45 (5), 1610–1618. https://doi.org/10.1109/TIA.2009.2027164.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">He Y., Wang Y., Feng Y., Wang Z. (2012) Parameter Identification of an Induction Machine at Standstill Using Vector Constructing Method. IEEE Transactions Power Electronics, 27 (2), 905–915. https://doi.org/10.1109/tpel.2010.2089699.</mixed-citation><mixed-citation xml:lang="en">He Y., Wang Y., Feng Y., Wang Z. (2012) Parameter Identification of an Induction Machine at Standstill Using Vector Constructing Method. IEEE Transactions Power Electronics, 27 (2), 905–915. https://doi.org/10.1109/tpel.2010.2089699.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Weili H., Weijian H., Lin L. (2007) Estimation of Stator Resistance and Temperature Measurement in Induction Motor Using Wavelet Network. 2007 Chinese Control Conference, 203–207. https://doi.org/10.1109/CHICC.2006.4347505.</mixed-citation><mixed-citation xml:lang="en">Weili H., Weijian H., Lin L. (2007) Estimation of Stator Resistance and Temperature Measurement in Induction Motor Using Wavelet Network. 2007 Chinese Control Conference, 203–207. https://doi.org/10.1109/CHICC.2006.4347505.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Pons-Llinares J., Antonino-Daviu J. A., Riera-Guasp M., Pineda-Sanchez M., Climente-Alarcon V. (2011) Induction Motor Diagnosis Based on a Transient Current Analytic Wavelet Transform Via Frequency B-Splines. IEEE Transactions on Industrial Electronics, 58 (5), 1530–1544. https://doi.org/10.1109/TIE.2010.2081955.</mixed-citation><mixed-citation xml:lang="en">Pons-Llinares J., Antonino-Daviu J. A., Riera-Guasp M., Pineda-Sanchez M., Climente-Alarcon V. (2011) Induction Motor Diagnosis Based on a Transient Current Analytic Wavelet Transform Via Frequency B-Splines. IEEE Transactions on Industrial Electronics, 58 (5), 1530–1544. https://doi.org/10.1109/TIE.2010.2081955.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Peresada S., Kovbasa S., Prystupa D., Lyshevski S. E. (2013) Identification of Induction Motor Parameters Adaptively Controlling Stator Currents. IECON 2013 – 39th Annual Conference of the IEEE Industrial Electronics Society. Vienna, 8476–8481. https://doi.org/10.1109/IECON.2013.6700555.</mixed-citation><mixed-citation xml:lang="en">Peresada S., Kovbasa S., Prystupa D., Lyshevski S. E. (2013) Identification of Induction Motor Parameters Adaptively Controlling Stator Currents. IECON 2013 – 39th Annual Conference of the IEEE Industrial Electronics Society. Vienna, 8476–8481. https://doi.org/10.1109/IECON.2013.6700555.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Babau I., Boldea I., Miller T. J. E., Muntean N. (2007) Complete Parameter Identification of Large Induction Machines from No-Load Acceleration-Deceleration Tests. IEEE Transactions on Industrial Electronics, 54 (4), 1962–1972. https://doi.org/10.1109/TIE.2007.895080.</mixed-citation><mixed-citation xml:lang="en">Babau I., Boldea I., Miller T. J. E., Muntean N. (2007) Complete Parameter Identification of Large Induction Machines from No-Load Acceleration-Deceleration Tests. IEEE Transactions on Industrial Electronics, 54 (4), 1962–1972. https://doi.org/10.1109/TIE.2007.895080.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Zagirnyak M. A., Bisikalo O., Chorna O., Chornyi O. (2018) Model of the Assessment of an Induction Motor Condition and Operation Life, Based on the Measurement of the External Magnetic Field. 2018 IEEE 3rd International Conference on Intelligent Energy and Power Systems (IEPS), 316–321. https://doi.org/10.1109/IEPS.2018.8559564.</mixed-citation><mixed-citation xml:lang="en">Zagirnyak M. A., Bisikalo O., Chorna O., Chornyi O. (2018) Model of the Assessment of an Induction Motor Condition and Operation Life, Based on the Measurement of the External Magnetic Field. 2018 IEEE 3rd International Conference on Intelligent Energy and Power Systems (IEPS), 316–321. https://doi.org/10.1109/IEPS.2018.8559564.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Chorna O., Chornyi O., Tytiuk V. (2019) Identification of Changes in the Parameters of Induction Motors during Monitoring by Measuring the Induction of a Magnetic Field on the Stator Surface. Proceedings of the International Conference on Modern Electrical and Energy Systems, MEES 2019, 150–153. https://doi.org/10.1109/MEES.2019.8896554.</mixed-citation><mixed-citation xml:lang="en">Chorna O., Chornyi O., Tytiuk V. (2019) Identification of Changes in the Parameters of Induction Motors during Monitoring by Measuring the Induction of a Magnetic Field on the Stator Surface. Proceedings of the International Conference on Modern Electrical and Energy Systems, MEES 2019, 150–153. https://doi.org/10.1109/MEES.2019.8896554.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Krivonosov V. E. (2017) Diagnostic of the Insulation State of the Asynchronous Motor and the Power Supply Cable under Conditions of Local Compensation. Energetika. Izvestiya Vysshikh Uchebnykh Zavedenii i Energeticheskikh Ob’edinenii SNG = Energetika. Proceedings of the CIS Higher Education Institutions and Power Engineering Associations, 60 (6), 536–543. https://doi.org/10.21122/1029-7448-2017-60-6-536-543 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Krivonosov V. E. (2017) Diagnostic of the Insulation State of the Asynchronous Motor and the Power Supply Cable under Conditions of Local Compensation. Energetika. Izvestiya Vysshikh Uchebnykh Zavedenii i Energeticheskikh Ob’edinenii SNG = Energetika. Proceedings of the CIS Higher Education Institutions and Power Engineering Associations, 60 (6), 536–543. https://doi.org/10.21122/1029-7448-2017-60-6-536-543 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Nuscheler R., Potoradi D. (1996) Problems and Failure Sources with the Parameter Identification of Asynchronous Machines and their Dependence on the Identification Method. Proceedings International Conference Electrical Machines, 130–135.</mixed-citation><mixed-citation xml:lang="en">Nuscheler R., Potoradi D. (1996) Problems and Failure Sources with the Parameter Identification of Asynchronous Machines and their Dependence on the Identification Method. Proceedings International Conference Electrical Machines, 130–135.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Thompson W. T. (1999) A Review of On-Line Condition Monitoring Techniques for Three Phase Squirrel Induction Motors ̵ Past Present and Future. Preceedings of IEEE SDEMPED International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, 3–18.</mixed-citation><mixed-citation xml:lang="en">Thompson W. T. (1999) A Review of On-Line Condition Monitoring Techniques for Three Phase Squirrel Induction Motors ̵ Past Present and Future. Preceedings of IEEE SDEMPED International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, 3–18.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Novash I. V., Romaniuk F. A., Rumiantsev Yu. V., Rumiantsev V. Yu. (2017) MatLab-Simulink Based Information Support for Digital Overcurrent Protection Test Sets. Energetika. Izvestiya Vysshikh Uchebnykh Zavedenii i Energeticheskikh Ob’edinenii SNG = Energeti-ka. Proceedings of the CIS Higher Education Institutions and Power Engineering Associations, 60 (4), 291–308. https://doi.org/10.21122/1029-7448-2017-60-4-291-308 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Novash I. V., Romaniuk F. A., Rumiantsev Yu. V., Rumiantsev V. Yu. (2017) MatLab-Simulink Based Information Support for Digital Overcurrent Protection Test Sets. Energetika. Izvestiya Vysshikh Uchebnykh Zavedenii i Energeticheskikh Ob’edinenii SNG = Energeti-ka. Proceedings of the CIS Higher Education Institutions and Power Engineering Associations, 60 (4), 291–308. https://doi.org/10.21122/1029-7448-2017-60-4-291-308 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Kashyrskikh V. G. (2005) Dynamic Identification of Asynchronous Electric Motors. Keme-rovo, KuzSTU. 140 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Kashyrskikh V. G. (2005) Dynamic Identification of Asynchronous Electric Motors. Keme-rovo, KuzSTU. 140 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Tytiuk V., Pozigun O., Chornyi O., Berdai A. (207) Identification of the Active Resistances of the Stator of an Induction Motor with Stator Windings Dissymmetry. Proceedings of the International Conference on Modern Electrical and Energy Systems, MEES, 48–51. https://doi.org/10.1109/MEES.2017.8248949.</mixed-citation><mixed-citation xml:lang="en">Tytiuk V., Pozigun O., Chornyi O., Berdai A. (207) Identification of the Active Resistances of the Stator of an Induction Motor with Stator Windings Dissymmetry. Proceedings of the International Conference on Modern Electrical and Energy Systems, MEES, 48–51. https://doi.org/10.1109/MEES.2017.8248949.</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>
