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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 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Analysis of common mode and rapidly varying voltage profile on stator current harmonics of an inverter-fed induction motorSardar, Muhammad Usman; Vaimann, Toomas; Kütt, Lauri; Kallaste, Ants; Asad, Bilal; Kudelina, Karolina; Akbar, Siddique2023 IEEE 64th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Riga, Latvia, October 9-10, 2023 : conference proceedings2023 / 6 p. : ill https://doi.org/10.1109/RTUCON60080.2023.10413067

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Application of transfer learning for instrument transformer condition monitoringAsefi, Sajjad; Kilter, Jako; Akroud, Nabil; Hurtado, Aritz; Gilbert, Ian; Orue, Inaki2024 International Conference on Diagnostics in Electrical Engineering (Diagnostika)2024 / 4 p https://doi.org/10.1109/Diagnostika61830.2024.10693903 Article at Scopus Article at WOS

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The bearing faults detection methods for electrical machines — the state of the artKhan, Muhammad Amir; Asad, Bilal; Kudelina, Karolina; Vaimann, Toomas; Kallaste, AntsEnergies2023 / art. 296 https://doi.org/10.3390/en16010296 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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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 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Capacitor coupled voltage transformer defect identification in the presence of tap changerAsefi, Sajjad; Leinakse, Madis; Kilter, Jako; Landsberg, MartIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2023) : proceedings2023 / 5 p https://doi.org/10.1109/isgteurope56780.2023.10408138

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Capacitor coupled voltage transformer inaccuracy effect on circuit breaker operationAsefi, Sajjad; Andreesen, Guido; Kilter, Jako; Landsberg, Mart2023 23rd International Scientific Conference on Electric Power Engineering (EPE)2023 / 5 p https://doi.org/10.1109/EPE58302.2023.10149279

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Condition monitoring and fault detection for electrical machines using IOTRaja, Hadi Ashraf; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, AntsProceedings of the Future Technologies Conference (FTC) 2022. Volume 22023 / p. 162-173 https://doi.org/10.1007/978-3-031-18458-1_12 Conference proceedings at Scopus Article at Scopus

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Related publications 1

IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks

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Condition monitoring of a Cartesian robot with a mechanically damaged gear to create a fuzzy logic control and diagnosis algorithmAutsou, Siarhei; Kudelina, Karolina; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, AntsApplied sciences2024 / art. 4241 https://doi.org/10.3390/app14104241 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Fault tolerant control and diagnosis strategies for cartesian industrial robot motion control planning system = Tõrketaluvusega juhtimis- ja diagnostikastrateegiad tööstusliku karteesianroboti liikumise planeerimise juhtimissüsteemi jaoks

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Condition monitoring of electrical machines and its relation to industrial internetBelahcen, Anouar; Gyftakis, Konstantinos N.; Martinez, Javier; Climente-Alarcon, Vicente; Vaimann, Toomas2015 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD) : proceedings : Castello del Valentino, Torino, Italy, 26-27 March, 20152015 / p. 233-241 : ill http://dx.doi.org/10.1109/WEMDCD.2015.7194535

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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 Usman; Belahcen, AnouarIET Electric Power Applications2025 / 13 p. : ill https://doi.org/10.1049/elp2.12529 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Cost-efficient real-time condition monitoring and fault diagnostics system for BLDC motor using IoT and Machine learningRaja, Hadi Ashraf; Raval, Hardik; Vaimann, Toomas; Kallaste, Ants; Rassõlkin, Anton; Belahcen, AnouarDiagnostika '22 : 2022 International Conference on Diagnostics in Electrical Engineering : conference proceedings2022 / 4 p. https://doi.org/10.1109/Diagnostika55131.2022.9905102

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Related publications 1

IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks

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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 Journal metrics at Scopus Article at Scopus

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A DFT-based approach for condition monitoring of switch-mode power convertersKütt, Lauri; Tiivel, Tuuli; Parker, Martin; Valgur, Laur; Jarkovoi, Marek; Chub, Andrii2024 IEEE 65th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2024 / 5 p https://doi.org/10.1109/RTUCON62997.2024.10830915 Article at Scopus

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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

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Dynamic Time Warping Technique for Condition Monitoring of High Voltage Circuit BreakersAsefi, Sajjad; Kilter, Jako2025 15th International Conference on Power, Energy, and Electrical Engineering (CPEEE)2025 / p. 38-42 https://doi.org/10.1109/CPEEE64598.2025.10987408 Article at Scopus Article at WOS

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Electronics design and testing of the CMS Fast Beam Condition Monitor for HL-LHCShibin, Konstantin; Auzinger, Georg; Bakhshiansohi, Hamed; Dabrowski, Anne; Dierlamm, Alexander; Dragicevic, Marko; Gholami, Asghar; Gomez, Gervasio; Guthoff, Moritz; Haranko, Mykyta; Honma, Alan; Jenihhin, MaksimProceedings of Science2025 / art. 063 https://doi.org/10.22323/1.468.0063 Journal metrics at Scopus Article at Scopus

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Ensemble Learning-Based Data Augmentation for Condition Monitoring of Induction MachinesBillah, Md Masum; Hemeida, Ahmed; Kudelina, Karolina; Asad, Bilal; Naseer, Muhammad U.; Belahcen, AnouarIET electric power applications2025 / art. e70106 https://doi.org/10.1049/elp2.70106

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Fault detecting accuracy of mechanical damages in rolling bearingsKudelina, Karolina; Baraškova, Tatjana; Shirokova, Veroonika; Vaimann, Toomas; Rassõlkin, AntonMachines2022 / art. 86 https://doi.org/10.3390/machines10020086 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil

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Fault detection and predictive maintenance of electrical machines : perspective chapterRaja, Hadi Ashraf; Kudelina, Karolina; Asad, Bilal; Vaimann, ToomasNew Trends in Electric Machines - Technology and Applications2022 https://doi.org/10.5772/intechopen.107167

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Related publications 1

IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks

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Fault simulation and analysis of high-voltage circuit breaker's spring charging mechanism using a universal motor modelAsad, Bilal; Vaimann, Toomas; Kallaste, Ants; Kilter, Jako; Sardar, Muhammad Usman2024 IEEE 65th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2024 / 5 p https://doi.org/10.1109/RTUCON62997.2024.10830846

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Faults, Failures, Reliability, and Predictive Maintenance of Grid-Connected Solar Systems : A Comprehensive ReviewKull, Karl; Asad, Bilal; Khan, Muhammad Amir; Naseer, Muhammad Usman; Kallaste, Ants; Vaimann, ToomasApplied Sciences2025 / art. 11461 https://doi.org/10.3390/app152111461

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Generation of unmeasured loading levels data for condition monitoring of induction machine using machine learningBillah, Md Masum; Saberi, Alireza Nemat; Hemeida, Ahmed; Martin, Floran; Kudelina, Karolina; Asad, Bilal; Naseer, Muhammad Usman; Mukherjee, Victor; Belahcen, AnouarIEEE transactions on magnetics2024 / art. 8201104 https://doi.org/10.1109/TMAG.2023.3312267 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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High voltage circuit breaker charging motor’s condition monitoring - importance, possibilities, and challengesAsad, Bilal; Sardar, Muhammad Usman; Vaimann, Toomas; Kallaste, Ants; Asefi, Sajjad; Kilter, Jako2024 International Conference on Diagnostics in Electrical Engineering (Diagnostika)2024 / 7 p https://doi.org/10.1109/Diagnostika61830.2024.10693906 Article at Scopus Article at WOS

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High voltage circuit breaker health index Evaluation considering measurement accuracyAsefi, Sajjad; Kilter, Jako; Shayesteh, Ebrahim; Hilber, Patrik; Lindquist, TommieIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings2024 / 5 p https://doi.org/10.1109/ISGTEUROPE62998.2024.10863019 Article at Scopus Article at WOS

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