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Hybrid Attention-Based LSTM and XGBoost Model for Short-Term Residential Load ForecastingShabbir, Noman; Shahid, Arqum; Daniel, Kamran; Jawad, M.; Rosin, Argo; Martins, Joao2025 IEEE the 13th International Conference on Smart Energy Grid Engineering (SEGE 2025)2025

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

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Kolmogorov-Arnold networks for algorithm design in battery energy storage system applicationsGilbert Zequera, Rolando Antonio; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, AntsEnergy Reports2025 / p. 2664-2677 https://doi.org/10.1016/j.egyr.2025.02.002

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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 https://doi.org/10.15199/48.2025.05.14 http://pe.org.pl/articles/2025/5/14.pdf

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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

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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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P3R – Partial power post regulator for DC buildings applicationCarvalho, Edivan Laercio; Chub, Andrii; Blinov, Andrei; Rathore, Akshay Kumar; Vinnikov, DmitriIECON Proceedings (Industrial Electronics Conference) IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society2024 / 6 p http://doi.org/10.1109/IECON55916.2024.10905720

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Performance comparison of voltage-fed and current-fed series resonant converters for high step-up DC-DC applicationsKhan, Salman; Chub, Andrii; Vinnikov, Dmitri2025 IEEE 19th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2025 / 6 p https://doi.org/10.1109/CPE-POWERENG63314.2025.11027290

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Performance investigation of active, semi-active and passive suspension using quarter car modelSamaroo, Kyle; Awan, Abdul Waheed; Marimuthu, Siva; Iqbal, Muhammad Naveed; Daniel, Kamran; Shabbir, NomanAlgorithms2025 / art. 100 https://doi.org/10.3390/a18020100

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Performance optimization of a high-speed permanent magnet synchronous motor drive system for formula electric vehicle applicationIbrahim, Mahmoud; Järg, Oskar; Seppago, Raigo; Rassõlkin, AntonSensors2025 / art. 3156 https://doi.org/10.3390/s25103156 https://www.mdpi.com/1424-8220/25/10/3156

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Protection and control implementation for bidirectional step-up/down partial power converter for droop-controlled DC microgridsYadav, Neelesh; Chub, Andrii; Hassanpour, Naser; Blinov, Andrei; Vinnikov, DmitriIEEE transactions on industry applications2025 / 11 p https://doi.org/10.1109/TIA.2025.3561767

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Related publications 1

Design and Control of Bidirectional Step-Up/Down Partial Power Converters for DC Microgrid Applications = Alalisvoolu mikrovõrkudele osavõimsuse töötlusega kahesuunalise tõste-langetusmuunduri projekteerimine ja juhtimine

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PV Energy Communities in Residential Apartments : Technical Capacities and Economic ViabilityMutule, Anna; Borscevskis, Olegs; Astapov, Victor; Antoskova, Irina; Carroll, Paula; Kairisa, EvitaSustainability2025

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Quantification of corona discharge intensity applied to sphere-plane configurationsGupta, Pradeep Kumar; Ruiz, Jordi-Roger Riba; Tuttelberg, Kaur; Kilter, JakoIEEE Transactions on Dielectrics and Electrical Insulation2025 https://doi.org/10.1109/TDEI.2025.3562196

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Reconfigurable three-switch leg multi-port boost inverters with novel modulation schemes for hybrid DC/AC microgrid systemsReddy, M. Rama Narayana; Reddy, B. Dastagiri; Prabhakaran, Prajof; Chub, Andrii; Kouro, SamirIEEE Access2025 / p. 77124-77146 https://doi.org/10.1109/ACCESS.2025.3565791 https://ieeexplore.ieee.org/document/10980297

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Reinforcement Learning-based Energy Management Strategy for Flexible Hybrid ac/dc MicrogridGutiérrez-Escalona, Javier; Roncero-Clemente, Carlos; Husev, Oleksandr; Matiushkin, Oleksandr; Barrero-González, Fermín; González-Romera, EvaIECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society2025 / 6 p https://doi.org/10.1109/IECON55916.2024.10905501

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Review of the present state, development trends, and advancements of power electronic converters used in roboticsVodovozov, Valery; Raud, ZojaEnergies2025 / art. 2638 https://doi.org/10.3390/en18102638

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Review of Trends in the Development of Power Rectifiers used in RoboticsVodovozov, Valery; Raud, Zoja2025 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)2025 / 6 p. https://doi.org/10.1109/IATMSI64286.2025.10984733

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A Scoping Review of Energy Consumption in Industrial RoboticsMuru, Johannes; Rassõlkin, AntonMachines2025 / art. 542 https://doi.org/10.3390/machines13070542

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Solar PV Generation and Consumption Dataset of an Estonian Residential DwellingHasan, Sayeed; Blinov, Andrei; Chub, Andrii; Vinnikov, DmitriScientific Data2025 / art. 481 https://doi.org/10.1038/s41597-025-04747-w

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Startup implementation in universal power electronics interface with dual-standard output for DC microgrid applicationsChauhan, Sachin; Khan, Salman; Chub, Andrii; Vinnikov, Dmitri; Wunder, Bernd; Flores-Bahamonde, Freddy2025 IEEE 19th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2025 / 6 p https://doi.org/10.1109/CPE-POWERENG63314.2025.11027310

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State-of-the-Art Review of Emerging Trends in Renewable Energy Generation TechnologiesTiismus, Hans; Maask, Vahur; Astapov, Victor; Korõtko, Tarmo; Rosin, ArgoIEEE Access2025 / p. 10820 - 10843 https://doi.org/10.1109/ACCESS.2025.3528640

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Synthetic Data-Driven Detection of Broken Rotor Bars in Induction Machines Under Adjusted Noise LevelNuha, Nurjahan Amin; Siddik Injam, Md Tanbir; El Bouharrouti, Nada; Hemeida, Ahmed; Kudelina, Karolina; Naseer, Usman Muhammad; Belahcen, Anouar2025 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD)2025 / 6 p https://doi.org/10.1109/WEMDCD61816.2025.11014141

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Traction powered multiport DC-DC converter for bidirectional EV charging application – HIL simulation resultsLukianov, Mykola; Romero Cadaval, Enrique; Matiushkin, Oleksandr; Strzelecki, Ryszard19th International Conference on Compatibility, Power Electronics and Power Engineering2025

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Utilizing the fuzzy logic algorithm for cartesian robot control system in conditions of mechanical damage transmissionDunaeva, Olga; Autsou, Siarhei; Kudelina, Karolina; Roosileht, MareIECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society IECON Proceedings (Industrial Electronics Conference)2024 / 5 p https://doi.org/10.1109/IECON55916.2024.10905445

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Department of Electrical Power Engineering and Mechatronics (TalTech department)

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