Accuracy analysis of selected time series and machine learning methods for smart cities based on Estonian electricity consumption forecastHäring, Tobias; Ahmadiahangar, Roya; Rosin, Argo; Korõtko, Tarmo; Biechl, Helmuth2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings2020 / p. 425-428 : ill https://doi.org/10.1109/CPE-POWERENG48600.2020.9161690 Aggregated demand-side energy flexibility : a comprehensive review on characterization, forecasting and market prospectsPlaum, Freddy; Ahmadiahangar, Roya; Rosin, Argo; Kilter, JakoEnergy reports2022 / p. 9344-9362 https://doi.org/10.1016/j.egyr.2022.07.038 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Aggregated energy flexibility provision using residential heat pumpsPlaum, Freddy; Ahmadiahangar, Roya; Rosin, Argo2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering (CPE-POWERENG)2022 / 5 l https://doi.org/10.1109/CPE-POWERENG54966.2022.9880898 Aggregation ready flexibility management methods for mechanical ventilation systems in buildingsMaask, Vahur; Rosin, Argo; Korõtko, Tarmo; Thalfeldt, Martin; Syri, Sanna; Ahmadiahangar, RoyaEnergy and buildings2023 / art. 113369 https://doi.org/10.1016/j.enbuild.2023.113369 Aggregator index for 24-hour energy flexibility evaluation in an ADN including PHEVsRashtbaryan, A.; Gharehpetian, Gevork B.; Baghaee, H. R.; Ahmadiahangar, RoyaIEEE Access2024 / p. 16105-16116 https://doi.org/10.1109/ACCESS.2024.3353136 Analysis of microgrid configuration effects on energy efficiencyPeterson, Kristjan; Ahmadiahangar, Roya; Shabbir, Noman; Vinnal, Toomas2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings2019 / 6 p. : ill https://doi.org/ Analysis of ventilation load flexibility depending on indoor climate conditionsMaask, Vahur; Häring, Tobias; Ahmadiahangar, Roya; Rosin, Argo; Korõtko, Tarmo2020 IEEE International Conferenceon Industrial Technology, Buenos Aires Institute of Technology (ITBA) Buenos Aires, Argentina, 26-28 February, 2020 : proceedings2020 / p. 607-612 https://doi.org/10.1109/ICIT45562.2020.9067153 Conference Proceedings at Scopus Article at Scopus Article at WOS Analytical approach for maximizing self-consumption of nearly zero energy buildings- case study : Baltic regionAhmadiahangar, Roya; 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Azizi, Elnaz; Sahoo, Subham; Vinnikov, Dmitri; Blaabjerg, Frede; Dragicevic, Tomislav; Bolouki, SadeghIEEE Access2020 / p. 208850-208860 https://doi.org/10.1109/ACCESS.2020.3038822 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Comparison of machine learning based methods for residential load forecastingShabbir, Noman; Ahmadiahangar, Roya; Kütt, Lauri; Rosin, Argo2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings2019 / 4 p. : ill https://doi.org/10.1109/PQ.2019.8818267 Comparison of the impact of different household occupancies on load matching algorithmsHäring, Tobias; Ahmadiahangar, Roya; Rosin, Argo; Biechl, Helmuth; Korõtko, Tarmo2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings2019 / 6 p. : ill https://doi.org/10.1109/PQ.2019.8818270 Congestion control strategies for increased renewable penetration of photovoltaic in LV distribution networksShabbir, Noman; 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Shotorbani, R.; Ahmadiahangar, Roya; Mohammadi-Ivatloo, B.; Rosin, Argo; Sadiq, R.Sustainable cities and society2021 / art. 102673, 10 p. : ill https://doi.org/10.1016/j.scs.2020.102673 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Cyber-physical microgrids : toward flexible energy districtsRosin, Argo; Ahmadiahangar, Roya; Martins, Joao; Sahoo, Subham; Blaabjerg, FredeCyber Security for Microgrids2022 / p. 161-178 : ill https://doi.org/10.1049/PBPO196E_ch8 Day-ahead economical planning of multi-vector energy district considering demand response programGhasemi-Marzbali, Ali; Shafiei, Mohammad; Ahmadiahangar, RoyaApplied energy2023 / art. 120351 https://doi.org/10.1016/j.apenergy.2022.120351 Day-ahead scheduling of electric vehicles and electrical storage systems in smart homes using a novel decision vector and AHP methodAlilou, Masoud; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Rosin, Argo; Anvari-Moghaddam, AmjadSustainability (Switzerland)2022 / Art. 11773 https://doi.org/10.3390/su141811773 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Demand-side Flexibility in Smart GridAhmadiahangar, Roya; Rosin, Argo; Palu, Ivo; Azizi, Aydin2020 https://doi.org/10.1007/978-981-15-4627-3 Development of a battery sizing tool for nearly zero energy buildingsAhmadiahangar, Roya; Husev, Oleksandr; Blinov, Andrei; Karami, Hossein; Rosin, ArgoIECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society2020 / p. 5149-5154 : ill https://doi.org/10.1109/IECON43393.2020.9254557 Conference proceeding Article at Scopus Article at WOS Development of prosumer logical structure and object modelingKorõtko, Tarmo; Rosin, Argo; Ahmadiahangar, Roya2019 IEEE 13th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : [proceedings]2019 / 6 p. : ill https://doi.org/10.1109/CPE.2019.8862390 Development of TalTech flexible virtual power plant to aggregate demand-side flexibilityAhmadiahangar, Roya19th International Symposium “Topical problems in the field of electrical and power engineering. 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Ahmadiahangar, Roya; Rosin, Argo; Maask, Vahur; Martins, João F.2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 6 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227408 A fast current harmonic detection and mitigation strategy for shunt active filterFirouzjah, Khalil Gorgani; Ahmadiahangar, Roya; Rosin, Argo; Häring, Tobias2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings2019 / 5 p. : ill https://doi.org/10.1109/PQ.2019.8818253 Flexibility enhancement of hybrid microgrids using optimal H∞ filtering-based fuzzy control of UIPCZolfaghari, Mahdi; Ahmadiahangar, Roya; Gharehpetian, Gevork B.; Häring, Tobias; Rosin, ArgoProceedings : 2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : Online - Setúbal, Portugal, 08 - 10 July, 20202020 / p. 451-455 https://doi.org/10.1109/CPE-POWERENG48600.2020.9161545 Flexibility investigation of price-responsive batteries in the microgrids clusterAhmadiahangar, Roya; 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Karrari, Mehdi; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Kilter, Jako; Rosin, ArgoIEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering (CPE-POWERENG)2022 / 7 p. https://doi.org/10.1109/CPE-POWERENG54966.2022.9880881 Impact of load matching algorithms on the battery capacity with different household occupanciesHäring, Tobias; Ahmadiahangar, Roya; Rosin, Argo; Biechl, HelmuthIECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society : proceedings2019 / p. 2541-2547 https://doi.org/10.1109/IECON.2019.8927495 Conference proceedings at Scopus Article at Scopus Article at WOS Impacts of grid-scale battery systems on power system operation, case of Baltic regionAhmadiahangar, Roya; Plaum, Freddy; Häring, Tobias; Drovtar, Imre; Korõtko, Tarmo; Rosin, ArgoIET Smart Grid2024 / 19 p https://doi.org/10.1049/stg2.12142 Improving dynamic stability of deregulated power systemRouhani, Seyed Hossein; Ahmadiahangar, Roya; Häring, Tobias; Rosin, Argo2020 IEEE 61st International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Riga, Latvia, Nov. 5-7, 2020 : conference proceedings2020 / 6 p https://doi.org/10.1109/RTUCON51174.2020.9316618 Info-gap-based optimization of microgrids integrated with power, cooling and hydrogen generation unitsMahmoudnezhad, Fayezeh; Mirzaei, Mohammad Amin; Plaum, Freddy; Ahmadiahangar, Roya; Kilter, Jako; Rosin, Argo2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering (CPE-POWERENG)2022 / 7 l https://doi.org/10.1109/CPE-POWERENG54966.2022.9880860 Investigating different sources of flexibility in power systemAhmadiahangar, Roya; Rosin, Argo; Palu, Ivo; Azizi, AydinDemand-side flexibility in smart grid2020 / p. 27-37 https://doi.org/10.1007/978-981-15-4627-3_3 Journal metrics at Scopus Article at Scopus Kalman-filter based maximum power point tracking for a single-stage grid-connected photovoltaic systemFarrokhi, Ehsan; 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Zolfaghari, A.; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Rosin, Argo2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 7 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227386 Power smoothing in smart buildings using flywheel energy storagePlaum, Freddy; Häring, Tobias; Ahmadiahangar, Roya; Rosin, ArgoProceedings : 2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : Online - Setúbal, Portugal, 08 - 10 July, 20202020 / p. 473-477 https://doi.org/10.1109/CPE-POWERENG48600.2020.9161458 Real-time optimal power management for a hybrid energy storage system with battery thermal consideration and DC microgrid current estimation capabilityFarrokhi, Ehsan; Ghoreishy, Hoda; Ahmadiahangar, RoyaElectrical Engineering2024 https://doi.org/10.1007/s00202-024-02243-9 Recent contributions, future prospects and limitations of interlinking converter control in hybrid AC/DC microgridsNajafzadeh, Mahdiyyeh; Ahmadiahangar, Roya; Husev, Oleksandr; Roasto, Indrek; Jalakas, Tanel; Blinov, AndreiIEEE Access2021 / art. 9312595, p. 7960−7984 https://doi.org/10.1109/ACCESS.2020.3049023 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Residential DC load forecasting using long short-term memory network (LSTM)Shabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Husev, Oleksandr; Jalakas, Tanel; Martins, Joao2023 IEEE 11th International Conference on Smart Energy Grid Engineering (SEGE)2023 / p. 131-136 https://doi.org/10.1109/SEGE59172.2023.10274596 Residential energy flexibility characterization using non-intrusive load monitoringAzizi, Elnaz; Ahmadiahangar, Roya; Rosin, Argo; Martins, Joao; Lopes, Rui Amaral; Beheshti, M. TH.; Bolouki, SadeghSustainable cities and society2021 / art. 103321, 12 p. : ill https://doi.org/10.1016/j.scs.2021.103321 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Residential load forecasting for flexibility prediction using machine learning-based regression modelAhmadiahangar, Roya; Häring, Tobias; Rosin, Argo; Korõtko, Tarmo; Martins, Joao2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)2019 / 4 p. : ill https://doi.org/10.1109/EEEIC.2019.8783634 Residential load forecasting using recurrent neural networksShabbir, Noman; Ahmadiahangar, Roya; Raja, Hadi Ashraf; Kütt, Lauri; Rosin, Argo2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings2020 / p. 478-481 : ill https://doi.org/10.1109/CPE-POWERENG48600.2020.9161565 A review on real‐time simulation and analysis methods of microgridsAhmadiahangar, Roya; Rosin, Argo; Nabavi Niaki, Ali; Palu, Ivo; Korõtko, TarmoInternational transactions on electrical energy systems2019 / art. e12106, 16 p. : ill https://doi.org/10.1002/2050-7038.12106 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Short-term PV energy generation forecasting using deep learningShabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Astapov, Victor; Kilter, JakoTelematique2022 https://www.provinciajournal.com/index.php/telematique/article/view/813 Simulation and analysis of transformer winding inter-disk and inter-turn faults for online diagnosisNurmanova, Venera; Ahmadiahangar, Roya; Aliakhmet, Kamilla; Naderi, Mohammad Salay2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)2019 / 5 p. : ill https://doi.org/10.1109/EEEIC.2019.8783743 State of the art in research on microgrids realtime studiesAhmadiahangar, Roya18th International Symposium "Topical Problems in the Field of Electrical and Power Engineering". Doctoral School of Energy and Geotechnology III : Toila, Estonia, January 14-19, 2019 : [proceedings]2019 / p. 67-68 https://www.ester.ee/record=b5183874*est Stochastic energy management for Battery Storage System-based microgrid considering different forecasting modelsZahraoui, Younes; Korõtko, Tarmo; Rosin, Argo; Ahmadiahangar, Roya2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 6 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227451 Using V2G technology as virtual active power filter for flexibility enhancement of HVDC systemsZolfaghari, Mahdi; Ahmadiahangar, Roya; Gharehpetian, Gevork B.; Rosin, Argo; Plaum, FreddyProceedings : 2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : Online - Setúbal, Portugal, 08 - 10 July, 20202020 / p. 489-494 : ill https://doi.org/10.1109/CPE-POWERENG48600.2020.9161602 Wind energy forecasting using recurrent neural networksShabbir, Noman; Kütt, Lauri; Jawad, Muhammad; Ahmadiahangar, Roya; Iqbal, Muhammad Naveed; Rosin, Argo2019 Big Data, Knowledge and Control Systems Engineering (BdKCSE)2019 / 5 p. : ill https://doi.org/10.1109/BdKCSE48644.2019.9010593 XgBoost based short-term electrical load forecasting considering trends & periodicity in historical dataShabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Jawad, Muhammad; Kilter, Jako; Martins, Joao2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG)2023 / 6 p https://doi.org/10.1109/ETFG55873.2023.10407926