• Acoustic noise computation of electrical motors using the boundary element methodSathyan, Sabin; Aydin, Ugur; Belahcen, AnouarEnergies2020 / art. 0245 https://doi.org/10.3390/en13010245 https://www.scopus.com/sourceid/62932 https://www.scopus.com/record/display.uri?eid=2-s2.0-85077500253&origin=inward&txGid=b710ff8a8b444194d4aba1b22cf5d171 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=ENERGIES&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000520425800245
• An advanced diagnostic approach for broken rotor bar detection and classification in DTC controlled induction motors by leveraging dynamic SHAP interaction feature selection (DSHAP-IFS) GBDT methodologyKhan, Muhammad Amir; Asad, Bilal; Vaimann, Toomas; Kallaste, AntsMachines2024 / art. 495 https://doi.org/10.3390/machines12070495
• Broken rotor bar fault detection of the grid and inverter-fed induction motor by effective attenuation of the fundamental componentAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassõlkin, Anton; Iqbal, Muhammad NaveedIET electric power applications2019 / p. 2005–2014 https://doi.org/10.1049/iet-epa.2019.0350 https://www.scopus.com/sourceid/5100155084 https://www.scopus.com/record/display.uri?eid=2-s2.0-85075837730&origin=inward&txGid=22db887cadbb03752806618faa2489f4 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=IET%20ELECTR%20POWER%20APP&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000500185800012
• Broken rotor bar fault diagnostic of inverter fed induction motor using FFT, Hilbert and Park's vector approachAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants2018 XIII International Conference on Electrical Machines (ICEM 2018) : Alexandroupoli, Greece, 3-6 September 20182018 / p. 2352-2358 : ill https://doi.org/10.1109/ICELMACH.2018.8506957
• Changing of magnetic flux density distribution in a squirrel-cage induction motor with broken rotor barsVaimann, Toomas; Belahcen, Anouar; Kallaste, AntsElektronika ir elektrotechnika = Electronics and electrical engineering2014 / p. 11-14 : ill https://doi.org/10.5755/j01.eee.20.7.8018 https://www.scopus.com/sourceid/19900193212 https://www.scopus.com/record/display.uri?eid=2-s2.0-84907189065&origin=inward&txGid=f1a1b025d69e4db7f9d4e707803ef934 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=ELEKTRON%20ELEKTROTECH&year=2014 https://www.webofscience.com/wos/woscc/full-record/WOS:000343246300003
• Characterization of high-frequency impedance-based models for transient terminal overvoltage estimation in cable-fed motor drive systemsSardar, Muhammad Usman; Vaimann, Toomas; Kütt, Lauri; Asad, Bilal; Kallaste, Ants; Kudelina, Karolina2024 International Conference on Electrical Machines (ICEM)2024 / 7 p https://doi.org/10.1109/ICEM60801.2024.10700495
• Comparative simulation study of pump system efficiency driven by induction and synchronous reluctance motorsGevorkov, Levon; Dominguez-Garcia, Jose Luis; Rassõlkin, Anton; Vaimann, ToomasEnergies2022 / art. 4068 https://doi.org/10.3390/en15114068 https://www.scopus.com/sourceid/62932 https://www.scopus.com/record/display.uri?eid=2-s2.0-85131782624&origin=inward&txGid=b331402a3c3d2f44bfc26e12d3b2684e https://jcr.clarivate.com/jcr-jp/journal-profile?journal=ENERGIES&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000809836400001
• Comparative study of field-oriented control model in application for induction and synchronous reluctance motors for life-cycle analysisAutsou, Siarhei; Saroka, Viktor; Karpovich, Dzmitry; Rassõlkin, Anton; Gevorkov, Levon; Vaimann, Toomas; Kallaste, Ants; Belahcen, Anouar; Rassõlkin, Anton2018 25th International Workshop on Electric Drives: Optimization in Control of Electric Drives (IWED)2018 / p. 1-5 : ill https://doi.org/10.1109/IWED.2018.8321371
• Co-simulations of induction machines coupled with a radial ball bearing for mechanical defects analysisEl Bouharrouti, Nada; Sitnikov, Maksim; Hemeida, Ahmed; Martin, Floran; Kudelina, Karolina; Naseer, Muhammad U.; Belahcen, AnouarIET Electric Power Applications2025 http://dx.doi.org/10.1049/elp2.12529
• Detection of induction motor broken bars in grid and frequency converter supplyVaimann, Toomas; Belahcen, Anouar; Martinez, Javier; Kilk, AleksanderPrzeglad elektrotechniczny2014 / p. 90-94 : ill https://www.pe.org.pl/articles/2014/1/22.pdf https://www.scopus.com/sourceid/18700 https://www.scopus.com/record/display.uri?eid=2-s2.0-84892384457&origin=inward&txGid=8eabcea1af87102a86031009101df279
• Diagnostic possibilities of induction motor bearing currentsKudelina, Karolina; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Demidova, Galina; Karpovich, Dzmitry2021 XVIII International Scientific Technical Conference Alternating Current Electric Drives (ACED) : proceedings2021 / 5 p. : ill https://doi.org/10.1109/ACED50605.2021.9462298
• Digital twin service unit development for an EV induction motor fault detectionRjabtšikov, Viktor; Mohamed, Mahmoud Ibrahim Hassanin; Asad, Bilal; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, Ants; Kuts, Vladimir; Stepien, Mariusz; Krawczyk, Mateusz2023 IEEE International Conference on Electric Machines and Drives (IEMDC)2023 / 5 p https://doi.org/10.1109/IEMDC55163.2023.10239085
• Harmonic spectrum analysis of induction motor with broken rotor bar faultAsad, Bilal; Vaimann, Toomas; Kallaste, Ants; Belahcen, Anouar59th Annual International Scientific Conference on Power and Electrical Engineering : November 12, 13, 2018, Riga Technical University (RTUCON) : conference proceedings2018 / 7 p. : ill https://doi.org/10.1109/RTUCON.2018.8659842
• Harmonics distortion in inverter-fed motor-drive systems : case studyHeidari, Hamidreza; Rassõlkin, Anton; Kallaste, Ants; Vaimann, Toomas; Belahcen, Anouar2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings2019 / 4 p. : ill https://doi.org/10.1109/PQ.2019.8818230
• Heat pump induction motor faults caused by soft starter topology — case studyKudelina, Karolina; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Huynh, Van Khang2021 IEEE 19th International Power Electronics and Motion Control Conference, The Silesian University of Technology Gliwice, Poland, 25 - 29 April, 2021 (PEMC) : proceedings2021 / p. 454-459 : ill https://doi.org/10.1109/PEMC48073.2021.9432506
• Hilbert transform, an effective replacement of Park's vector modulus for the detection of rotor faultsAsad, Bilal; Vaimann, Toomas; Kallaste, Ants; Rassõlkin, Anton; Belahcen, Anouar2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings2019 / 4 p. : ill https://doi.org/10.1109/PQ.2019.8818227
• The impact of load on global parameters of electrical machines in case of healthy and broken rotor barsKudelina, Karolina; Raja, Hadi Ashraf; Autsou, Siarhei; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Shabbir, Noman2022 18th Biennial Baltic Electronics Conference (BEC)2022 / 5 l. https://doi.org/10.1109/BEC56180.2022.9935614
• Improved diagnostic approach for BRB detection and classification in inverter-driven induction motors employing sparse stacked autoencoder (SSAE) and lightGBMKhan, Muhammad Amir; Asad, Bilal; Vaimann, Toomas; Kallaste, AntsElectronics (Switzerland)2024 / art. 1292 https://doi.org/10.3390/electronics13071292
• Improving legibility of motor current spectrum for broken rotor bars fault diagnosticsAsad, Bilal; Vaimann, Toomas; Kallaste, Ants; Rassõlkin, Anton; Belahcen, Anouar; Iqbal, Muhammad NaveedScientific Journal of Riga Technical University. Electrical, control and communication engineering2019 / p. 1–8 : ill https://doi.org/10.2478/ecce-2019-0001
• Induction motor bearing currents - causes and damagesKudelina, Karolina; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Asad, Bilal; Demidova, Galina2021 28th International Workshop on Electric Drives : Improving Reliability of Electric Drives (IWED)2021 / 5 p https://doi.org/10.1109/IWED52055.2021.9376354
• Inverter-fed motor drive system : a systematic analysis of condition monitoring and practical diagnostic techniquesEnergies2023 / art. 5628 https://doi.org/10.3390/en16155628 https://www.scopus.com/sourceid/62932 https://www.scopus.com/record/display.uri?eid=2-s2.0-85167822691&origin=inward&txGid=9cfe63d94405925e3ddc4b567e9ec0f2 https://www.scopus.com/sourceid/62932 https://www.webofscience.com/wos/woscc/full-record/WOS:001046140400001
• Mechanical vibration analysis of induction machine under dynamic rotor eccentricity [Electronic resource]Sobra, Jan; Vaimann, Toomas; Belahcen, Anouar2016 17th International Scientific Conference on Electric Power Engineering (EPE) : proceedings2016 / [4] p. : ill. [USB] https://doi.org/10.1109/EPE.2016.7521732
• Modified winding function-based model of squirrel cage induction motor for fault diagnosticsAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassõlkin, Anton; Iqbal, Muhammad NaveedIET electric power applications2020 / p. 1722-1734 https://doi.org/10.1049/iet-epa.2019.1002 https://www.scopus.com/sourceid/5100155084 https://www.scopus.com/record/display.uri?eid=2-s2.0-85091669153&origin=inward&txGid=1d20579a3dd343b405c03c21eeb6bf25 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=IET%20ELECTR%20POWER%20APP&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000566243500024
• MWFA model based synthetic data creation and utilization for the training of XGBoost based fault diagnostic algorithm of a squirrel cage induction motorAsad, Bilal; Khan, Muhammad Amir; Raja, Hadi Ashraf; Vaimann, Toomas; Kallaste, Ants; Naseer, Muhammad Usman2024 International Conference on Electrical Machines (ICEM)2024 / 7 p https://doi.org/10.1109/ICEM60801.2024.10700453
• New opportunities in real-time diagnostics of induction machinesBaraškova, Tatjana; Kudelina, Karolina; Shirokova, VeroonikaEnergies2024 / art. 3265 https://doi.org/10.3390/en17133265
• Possibilities of decreasing induction motor bearing currentsKudelina, Karolina; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants2021 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream): proceedings of the conference, April 22, 2021, Vilnius, Lithuania2021 / 5 p. : ill https://doi.org/10.1109/eStream53087.2021.9431419
• Production quality related propagating faults of induction machinesKudelina, Karolina; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants2020 XI International Conference on Electrical Power Drive Systems (ICEPDS), Saint-Petersburg, Russia, October 4-7, 20202020 / p. 311-315 : ill https://doi.org/10.1109/ICEPDS47235.2020.9249355
• Re-use and recycling of different electrical machinesRassõlkin, Anton; Kallaste, Ants; Orlova, Svetlana; Gevorkov, Levon; Vaimann, Toomas; Belahcen, AnouarLatvian journal of physics and technical sciences2018 / p. 13-23 : ill https://doi.org/10.2478/lpts-2018-0025 https://www.scopus.com/sourceid/17900156724 https://www.scopus.com/record/display.uri?eid=2-s2.0-85054342767&origin=inward&txGid=9071d8780169dbf3bbed51e82d5c4b51
• Review of electrical machine diagnostic methods applicability in the perspective of Industry 4.0Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Belahcen, AnouarScientific Journal of Riga Technical University. Electrical, control and communication engineering2018 / p. 108–116 : ill https://doi.org/10.2478/ecce-2018-0013
• Study of bearing currents in induction machine : diagnostic possibilities, fault detection, and predictionKudelina, Karolina; Raja, Hadi Ashraf; Naseer, Muhammad Usman; Autsou, Siarhei; Asad, Bilal; Vaimann, Toomas; Kallaste, AntsElectrical engineering2024 / 14 p. : ill https://doi.org/10.1007/s00202-024-02411-x
• A survey of broken rotor bar fault diagnostic methods of induction motorAsad, Bilal; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Belahcen, AnouarScientific Journal of Riga Technical University. Electrical, control and communication engineering2018 / p. 117–124 : ill https://doi.org/10.2478/ecce-2018-0014
• The cluster computation-based hybrid FEM–analytical model of induction motor for fault diagnosticsAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassõlkin, Anton; Iqbal, Muhammad NaveedApplied sciences2020 / art. 7572, 15 p. : ill https://doi.org/10.3390/app10217572 https://www.scopus.com/sourceid/21100829268 https://www.scopus.com/record/display.uri?eid=2-s2.0-85094557369&origin=inward&txGid=b7df5b9172ea840dbafcb49ef4593fba https://jcr.clarivate.com/jcr-jp/journal-profile?journal=APPL%20SCI-BASEL&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000588903400001
• The FEM based modeling and corresponding test rig preparation for broken rotor bars analysisAsad, Bilal; Eensalu, Lauri; Vaimann, Toomas; Kallaste, Ants; Rassõlkin, Anton; Belahcen, Anouar2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings2019 / 9 p. : ill https://doi.org/10.1109/RTUCON48111.2019.8982350
• The low voltage start-up test of induction motor for the detection of broken barsAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassõlkin, Anton; Heidari, Hamidreza2020 International Conference on Electrical Machines (ICEM), 23-26 august 2020, Gothenburg, Sweden : online : proceedings2020 / p. 1481-1487 https://doi.org/10.1109/ICEM49940.2020.9271018
• The modeling and investigation of slot skews and supply imbalance on the development of principal slotting harmonics in squirrel cage induction machinesAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassõlkin, Anton; Khang, Huynh Van; Ghahfarokhi, Payam Shams; Naseer, Muhammad Usman; Iqbal, Muhammad NaveedIEEE Access2021 / p. 165932-165946 https://doi.org/10.1109/ACCESS.2021.3134331 https://www.scopus.com/sourceid/21100374601 https://www.scopus.com/record/display.uri?eid=2-s2.0-85121371708&origin=inward&txGid=d8b9e0ecb1b4e1e8f6640b47e821f689 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=IEEE%20ACCESS&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000733940600001
• Transient modeling and recovery of non-stationary fault signature for condition monitoring of induction motorsAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassõlkin, Anton; Ghahfarokhi, Payam Shams; Kudelina, KarolinaApplied sciences2021 / 17 p. : ill https://doi.org/10.3390/app11062806 https://www.scopus.com/sourceid/21100829268 https://www.scopus.com/record/display.uri?eid=2-s2.0-85103498167&origin=inward&txGid=d1f970967339399f05005531cb5016ff https://jcr.clarivate.com/jcr-jp/journal-profile?journal=APPL%20SCI-BASEL&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000645822500001
• Winding function based analytical model of squirrel cage induction motor for fault diagnosticsAsad, Bilal; Vaimann, Toomas; Kallaste, Ants; Rassõlkin, Anton; Belahcen, Anouar2019 26th International Workshop on Electric Drives : Improvement in Efficiency of Electric Drives (IWED) : Moscow Power Engineering Institute, Moscow, Russia, 30th of January - 2nd of February 2019 : proceedings2019 / 6 p. : ill https://doi.org/10.1109/IWED.2019.8664314