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Holistic cyber-physical approach for the performance evaluation of communication and control systems in DC microgridsVéliz, Antonio; Contreras, René; Riffo, Sebastián; Restrepo, Carlos; Garcés-Ruiz, Alejandro; Chub, Andrii; González-Castaño, Catalina; Flores-Bahamonde, FreddyIEEE journal of emerging and selected topics in power electronics2025 https://doi.org/10.1109/JESTPE.2025.3564851 https://ieeexplore.ieee.org/document/10977842

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52

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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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53

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Hybrid‐driven digital twin modelling framework for an EV propulsion drive systemIbrahim, Mahmoud; Rassõlkin, AntonIET Intelligent Transport Systems2025 / art. e70099 https://doi.org/10.1049/itr2.70099 Scopus

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54

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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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55

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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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56

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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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57

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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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Related publications 1

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

58

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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

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59

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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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60

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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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61

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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) : proceedings2025 / 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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64

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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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66

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

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69

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Optimal shape of additively manufactured magnetic coresPlopeanu, Tudor; Kalda, Jaan; Tiismus, Hans; Virro, Indrek; Vaimann, Toomas; Kallaste, AntsScientific Reports2025 / p. art. 42501- https://doi.org/10.1038/s41598-025-26678-7 https://www.nature.com/articles/s41598-025-26678-7

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Optimal shape of additively manufactured magnetic coresPlopeanu, Tudor; Kalda, Jaan; Tiismus, Hans; Virro, Indrek; Vaimann, Toomas; Kallaste, AntsScientific reports2025 / art. 42501 https://doi.org/10.1038/s41598-025-26678-7 https://www.nature.com/articles/s41598-025-26678-7

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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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Department of Electrical Power Engineering and Mechatronics (TalTech department)

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