Otsing - TalTech teadusportaal

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51

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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

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Seotud publikatsioonid 1

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

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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 http://doi.org/10.1109/OJIES.2025.3620857 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11202631&tag=1

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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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MPC based power management for off-grid photovoltaic hybrid inverters using Li-ion batteries and supercapacitorsGonschorowski, E.; 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 Conference at Scopus

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Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithmsShabbir, Noman; Husev, Oleksandr; Hokmabad, Hossein Nourollahi; 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

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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)2025 / 7 p https://doi.org/10.1109/SDEMPED53223.2025.11154194

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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

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

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Novel dual-purpose cost-effective forward-based micro-converterAfshar, 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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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

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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 http://doi.org/10.1109/IECON58223.2025.11221287

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An Overview of Autonomous Parking Systems : Strategies, Challenges, and Future DirectionsOlmos Medina, Javier Santiago; Maradey Lázaro, Jessica Gissella; Rassõlkin, Anton; González Acuña, HernánSensors2025 / art. 4328 https://doi.org/10.3390/s25144328 https://www.mdpi.com/1424-8220/25/14/4328

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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 https://doi.org/10.1109/IECON55916.2024.10905720 Conference proceedings at Scopus Article at Scopus

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Performance analysis of partial power converter in DC microgrid with active front-end converterYadav, Neelesh; Hasan, Sayeed; Galkin, Ilya; Chub, Andrii2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 5 p https://doi.org/10.1109/ICDCM63994.2025.11144718

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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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Possible legal forms for energy communities (EC)Metsik, Merilin; Eynizada, Narmin; Korõtko, Tarmo2025 13th International Conference on Smart Grid (icSmartGrid)2025 / p. 230-237 https://doi.org/10.1109/icSmartGrid66138.2025.11071819

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Power quality improvement in DG based distribution systems : A reviewNabian Dehaghani, Mitra; Korõtko, Tarmo; Rosin, ArgoRenewable and Sustainable Energy Reviews2026 / art. 116184 https://doi.org/10.1016/j.rser.2025.116184 https://www.sciencedirect.com/science/article/pii/S1364032125008573

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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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Seotud publikatsioonid 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 Conference proceedings at Scopus Article at Scopus

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Department of Electrical Power Engineering and Mechatronics (TTÜ struktuuriüksus)

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