Advancing solar power forecasting with machine learningNourollahi Hokmabad, Hossein22nd International Symposium “Topical Problems in the Field of Electrical and Power Engineering”. Doctoral School of Energy and Geotechnology III : Pärnu, Estonia, August 23-26, 20232023 / p. 89-90 : ill https://www.ester.ee/record=b5570906*est

Building-level DC-aware energy management system : experimental realization and outcomesNourollahi Hokmabad, Hossein; Husev, Oleksandr; Vergara, Pedro P.; Kurnitski, Jarek; Vinnikov, Dmitri; Belikov, Juri2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p https://doi.org//10.1109/ICDCM63994.2025.11144724

Comparative analysis of machine learning techniques for non-intrusive load monitoringShabbir, Noman; Vassiljeva, Kristina; Nourollahi Hokmabad, Hossein; Husev, Oleksandr; Petlenkov, Eduard; Belikov, JuriElectronics2024 / art. 1420 : ill https://doi.org/10.3390/electronics13081420 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

A comparative study of battery degradation cost modeling in residential PV-battery systems for day-ahead optimizationLekhel, Cheikh Elekbir Sidi; Mbayed, Rita; Nourollahi Hokmabad, Hossein; Velihorskyi, Oleksandr; Monmasson, Eric2025 IECON – 51st Annual Conference of the IEEE Industrial Electronics Society2025 / 6 p https://doi.org/10.1109/IECON58223.2025.11221673

Day-ahead PV output power forecasting utilizing boosting recursive lightGBM-LSTM frameworkNourollahi Hokmabad, Hossein; Husev, Oleksandr; Vinnikov, Dmitri; Belikov, Juri; Petlenkov, EduardIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2023) : proceedings2023 / 5 p https://doi.org/10.1109/ISGTEUROPE56780.2023.10408090

Day-Ahead Solar Power Forecasting Using LightGBM and Self-Attention Based Encoder-Decoder NetworksNourollahi Hokmabad, Hossein; Husev, Oleksandr; Belikov, JuriIEEE Transactions on sustainable energy2025 / p. 866-879 https://doi.org//10.1109/TSTE.2024.3486907

Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutesNourollahi Hokmabad, Hossein2025 https://digikogu.taltech.ee/et/Item/2bea1ea6-f3c1-4ef4-8153-abc13fa9c608 https://www.ester.ee/record=b5972753*est https://doi.org/10.23658/taltech.91/2025

Energy storage and forecasting error impact analysis in photovoltaic equipped residential nano-gridsNourollahi Hokmabad, Hossein; Husev, Oleksandr; Belikov, Juri; Vinnikov, Dmitri; Petlenkov, Eduard2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 6 p. https://doi.org/10.1109/CPE-POWERENG58103.2023.10227406

Feasibility study of a DC house connected to a conventional AC distribution networkNourollahi Hokmabad, Hossein; Shabir, Noman; Astapov, Victor; Petlenkov, Eduard; Husev, Oleksandr; Belikov, Juri2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2024 / 6 p https://doi.org/10.1109/CPE-POWERENG60842.2024.10604419 Article at Scopus Article at WOS

Forecast-Driven and Scenario-Based Building Energy Management Using a Stochastic Optimization ApproachNourollahi Hokmabad, Hossein; Hemmati Shahsavar, Tala; Vergara, Pedro P.; Husev, Oleksandr; Belikov, Juri2025 IEEE 19th International Conference on Control & Automation (ICCA)2025 / p. 885-891 : ill https://doi.org//10.1109/ICCA65672.2025.11129822

Li-Ion battery equivalent circuit modellingNourollahi Hokmabad, Hossein21st International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Pärnu, Estonia, June 15-18, 20222022 / p. 97-98 : ill https://www.ester.ee/record=b5504019*est

MPC-based optimal control of battery management system in residential applicationTammaru, Tauri; Nourollahi Hokmabad, Hossein; Levron, Yoash; Belikov, JuriIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings2024 / 5 p https://doi.org/10.1109/ISGTEUROPE62998.2024.10863121 Article at Scopus Article at WOS

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

Optimizing size and economic feasibility assessment of photovoltaic and energy storage setup in residential applicationsNourollahi Hokmabad, Hossein; Husev, Oleksandr; Kurnitski, Jarek; Belikov, JuriSustainable energy, grids and networks2024 / art. 101385, 15 p. : ill https://doi.org/10.1016/j.segan.2024.101385 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Practical demand side management and demand response in large scale buildings with multiple case studiesKöse, Ahmet; Sukhanov, Ivan; Maivel, Mikk; Tepljakov, Aleksei; Nourollahi Hokmabad, Hossein; Petlenkov, Eduard2024 20th International Conference on the European Energy Market (EEM)2024 / 5 p https://doi.org/10.1109/EEM60825.2024.10608965 Conference proceedings at Scopus Article at Scopus Article at WOS

Single Cell Energy Router Justification for Three Phase Near Zero Energy BuildingsNourollahi Hokmabad, Hossein; Hemmati Shahsavar, Tala; Matiushkin, Oleksandr; Jalakas, Tanel; Husev, Oleksandr; Belikov, Juri2025 IEEE Applied Power Electronics Conference and Exposition (APEC)2025 / p. 1622–1628 : ill

State-of-the-art activity recognition and prediction techniques applicable to the home energy management systemNourollahi Hokmabad, Hossein; Belikov, Juri; Husev, Oleksandr; Vinnikov, Dmitri2022 IEEE 7th International Energy Conference (ENERGYCON)2022 / art. 181231 : ill https://doi.org/10.1109/ENERGYCON53164.2022.9830154

Supply air temperature control in air handling unit based on federated learningEik, Marika; Nourollahi Hokmabad, Hossein; Köse, Ahmet; Husev, Oleksandr; Belikov, Juri2024 IEEE Power and Energy Society General Meeting, PESGM 2024, Seattle, 21 July 25 July, 20242024 / 5 p. : ill https://doi.org/10.1109/PESGM51994.2024.10688759 Conference proceedings at Scopus Article at Scopus Article at WOS

A unified hierarchical digital twin platform for synergistic management of low-voltage electrical network componentsNourollahi Hokmabad, Hossein; Lekhel, Cheikh Elekbir Sidi; Hemmati Shahsavar, Tala; Vergara, Pedro P.; Husev, Oleksandr; Belikov, Juri2025 IEEE Innovative Smart Grid Technologies, Europe (ISGT Europe), Valletta, Malta, October 20-23, 20252025 / 5 p. https://doi.org/10.1109/ISGTEurope64741.2025.11305379 Article at Scopus Article at WOS