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Implementation and performance evaluation of quantum-inspired clustering scheme for energy-efficient WSNsUthayakumar, Chindiyababy; Jayaraman, Ramkumar; Raja, Hadi Ashraf; Daniel, KamranSensors2025 / art. 5872 https://doi.org/10.3390/s25185872 https://www.mdpi.com/3507118

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77

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An Improved Hybrid Lightweight Approach for Bearing Fault Detection and Classification in Three-Phase Squirrel Cage Induction MotorsKhan, Muhammad Amir; Asad, Bilal; Naseer, Muhammad Usman; Vaimann, Toomas; Kallaste, AntsMachines2026 / art. 68 https://doi.org/10.3390/machines14010068

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78

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Improved triple-loop control for grid-connected inverters with multi-resonant compensation and experimental verificationElkayam, Moria Sassonker; Vinnikov, DmitriIEEE Open Journal of the Industrial Electronics Society2026 / p. 72-85 https://doi.org/10.1109/OJIES.2025.3645487 https://ieeexplore.ieee.org/document/11303109

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79

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Integrating Attention-Based LSTM with XGBoost for Improved Residential DC Load ForecastingShabbir, Noman; Shahid, Arqum; Daniel, Kamran; Rosin, Argo; Kilter, Jako; Martins, Joao2025 IEEE International Conference on Energy Technologies for Future Grids (ETFG)2025

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80

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Isolated high step-up current-fed DC-DC converter with low input current ripple and wide full-soft-switching capabilityMohseni Dash Agholi, Parham; Pourjafar, Saeed; Matiushkin, Oleksandr; Husev, Oleksandr; Vinnikov, DmitriIEEE transactions on industry applications2025 / 11 p https://doi.org/10.1109/TIA.2025.3544985 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

Concept of isolated universal bidirectional converters for electric vehicle applications with improved power density = Parendatud võimsustihedusega isoleeritud universaalsete kahesuunaliste muundurite kontseptsioon elektriautode rakendustele

81

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Kolmogorov-Arnold networks for algorithm design in battery energy storage system applicationsZequera, Rolando Antonio Gilbert; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, AntsEnergy Reports2025 / p. 2664-2677 https://doi.org/10.1016/j.egyr.2025.02.002 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukites

82

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Locked Rotor Fault Analysis in Dual Rotor Wound Field Flux Switching Generator for Counter-Rotating Wind Turbine ApplicationUllah, Wasiq; Khan, Faisal; Akuru, Udochukwu B.; Fatima, MehrozMachines2025 / art. 462, 17 p. : ill https://doi.org/10.3390/machines13060462 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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83

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Low cost trimming converter for two-stage three-terminals multibeam klystronYadav, Vinod Kumar; Moratalla, Manuel Colmenero; Chub, Andrii; Aguglia, Davide; Raidal, Martti2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2025 / 8 p https://doi.org/10.1109/RTUCON67996.2025.11415079

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84

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Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay FilterAsefi, Sajjad; Asefi, Soheil; Afshari, Hossein; Kilter, Jako; Shayesteh, Ebrahim; Hilber, Patrik; Lindquist, TommieIEEE Transactions on Instrumentation and Measurement2025 / art. 3557009 https://doi.org/10.1109/TIM.2025.3604980 Journal metrics at Scopus Article at Scopus Article at WOS

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85

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Modelling and comparison of common mode conducted emissions of current-fed partial power converter for different modulation schemesSharma, Hetal; Chub, Andrii; Kütt, Lauri; Yadav, Neelesh2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2025 / 6 p 10.1109/RTUCON67996.2025.11415082

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86

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Modelling of magnetization processes of 3D-printed Fe-Si components by means of an artificial neural network implemented in a Finite Element SchemeStella, Marco; Faba, Antonio; Bertolini, Vittorio; Riganti-Fulginei, Francesco; Sabino, Lorenzo; Tiismus, Hans; Kallaste, Ants; Cardelli, ErmannoIEEE Open Journal of the Industrial Electronics Society2025 / p. 1650-1662 https://doi.org/10.1109/OJIES.2025.3620857 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11202631&tag=1 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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87

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Modern training courses increasing awareness of environmental protectionVeg, Lukas; Jelen, M.; Rassõlkin, Anton; Stępien, M.; Zygmanowski, MarcinPrzeglad elektrotechniczny = Electrical review2025 / p. 68-72 : ill https://doi.org/10.15199/48.2025.05.14 http://pe.org.pl/articles/2025/5/14.pdf Journal metrics at Scopus Article at Scopus

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88

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MPC based power management for off-grid photovoltaic hybrid inverters using Li-ion batteries and supercapacitorsGonschorowski, Ezequiel; Cardoso, Rafael; Carvalho, Edivan Laercio; de Oliveira Stein, Carlos Marcelo; Carati, Emerson Giovani; Denardin, Gustavo Weber; da Costa, Jean Patric2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p https://doi.org/10.1109/ICDCM63994.2025.11144663 Article at Scopus Article at WOS

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89

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MPC-based power management for energy efficiency and Li-ion battery degradation mitigation in off-grid hybrid photovoltaic invertersGonschorowski, Ezequiel; Cardoso, Rafael; Carvalho, Edivan Laercio; Stein, Carlos Marcelo De Oliveira; Carati, Emerson Giovani; Denardin, Gustavo Weber; da Costa, Jean PatricIEEE open journal of power electronics2026 / p. 759-775 https://doi.org/10.1109/OJPEL.2026.3665487 https://www.scopus.com/pages/publications/105030719405?origin=resultslist

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Multi-level failure risk reduction process of power system including demand side managementAndreesen, Guido; Leinakse, Madis; Landsberg, Mart; Kilter, Jako2025 IEEE International Conference on Energy Technologies for Future Grids (IEEE ETFG 2025)2026 / 6 p https://doi.org/10.1109/ETFG61999.2025.11401147

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91

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Multiport converter based hybrid storage integration for improved DC power delivery resilience in DC microgridsYadav, Neelesh; Chub, Andrii; Vinnikov, Dmitri2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2025 / 6 p https://doi.org/10.1109/RTUCON67996.2025.11415109

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92

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Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithmsShabbir, Noman; Husev, Oleksandr; Nourollahi Hokmabad, Hossein; Daniel, Kamran; Jawad, Muhammad; Martins, Joao2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p https://doi.org/10.1109/ICDCM63994.2025.11144710 Article at Scopus Article at WOS

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93

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A neuro-fuzzy approach for broken rotor bar fault prediction in induction motors via current spectrum analysisRaja, Hadi Ashraf; Vaimann, Toomas; Asad, Bilal; Kallaste, Ants; Sardar, Muhammad Usman2025 IEEE Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED) : proceedings2025 / 7 p https://doi.org/10.1109/SDEMPED53223.2025.11154194 Article at Scopus Article at WOS

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Neuro-fuzzy approach for fault prediction of mechanical bearing faults using vibration analysisShirokova, Veroonika; Kudelina, Karolina; Raja, Hadi Ashraf; Rjabtšikov, Viktor; Baraškova, Tatjana; Nutonen, KarleIECON Proceedings (Industrial Electronics Conference) IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society2024 / p. 1-6 https://doi.org/10.1109/IECON55916.2024.10905990 Conference proceedings at Scopus Article at Scopus Article at WOS

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Novel concept of universal AC/DC-DC onboard battery charger for electric vehiclesMohseni Dash Agholi, Parham; Husev, Oleksandr; Vinnikov, Dmitri; Kasper, Matthias; Deboy, Gerald2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p. : ill https://doi.org/10.1109/ICDCM63994.2025.11144698 Article at WOS

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Related publications 1

Concept of isolated universal bidirectional converters for electric vehicle applications with improved power density = Parendatud võimsustihedusega isoleeritud universaalsete kahesuunaliste muundurite kontseptsioon elektriautode rakendustele

96

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A Novel Dual Electrical and Dual Mechanical Wound Field Flux Switching Generator for Co-Rotating and Counter-Rotating Wind Turbine ApplicationsUllah, Wasiq; Khan, Faisal; Akuru, Udochukwu B.; Hussain, Shahid; Yousuf, Muhammad; Akbar, SiddiqueIEEE Transactions on Industry Applications2024 / p. 184-195 https://doi.org/10.1109/TIA.2023.3314591

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97

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Novel dual-purpose cost-effective forward-based micro-converterAfshari, Hossein; Husev, Oleksandr; Matiushkin, Oleksandr; Vinnikov, Dmitri2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 5 p https://doi.org/10.1109/ICDCM63994.2025.11144743

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Related publications 1

Photovoltaic microconverter with universal compatibility with AC and DC microgrids = Universaalne alalis- ja vahelduvvooluvõrkudega ühilduv fotoelektrilise süsteemi mikromuundur

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Novel Interlinking Converter Approach for Islanded Hybrid Microgrids based on the Modular Dual-Purpose Power ConverterGutiérrez-Escalona, Javier; Roncero-Clemente, Carlos; Husev, Oleksandr; Matiushkin, Oleksandr; Milanés-Montero, María Isabel; Romero-Cadaval, Enrique2025 International Aegean Conference on Electrical Machines and Power Electronics & International Conference on Optimization of Electrical and Electronic Equipment2025

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A novel orbirect inductive coil structure for wireless inductive power transfer in electric vehicle battery charging applicationsKishan, Dharavath; Ghosh, Shubhankar; Chauhan, Shubhang; Chub, AndriiIECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society2025 / p. 1-5 https://ieeexplore.ieee.org/document/11221497 https://doi.org/10.1109/IECON58223.2025.11221497 Conference proceedings at Scopus Article at Scopus Article at WOS

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Online learning-based coordination control of the interlinking converter in hybrid ac/dc microgridGutierrez-Escalona, Javier; Roncero-Clemente, Carlos; Matiushkin, Oleksandr; Romero-Cadaval, Enrique; Gonzalez-Romera, Eva; Martins, Joao2025 IECON – 51st Annual Conference of the IEEE Industrial Electronics Society2025 / 6 p https://doi.org/10.1109/IECON58223.2025.11221287

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Department of Electrical Power Engineering and Mechatronics (TalTech department)

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