- 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; Karami, Hossein; Husev, Oleksandr; Blinov, Andrei; Rosin, Argo; Jonaitis, Audrius; Sanjari, Mohammad JavadEnergy2022 / art. 121744, 11 p. : ill https://doi.org/10.1016/j.energy.2021.121744 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- Applying reinforcement learning method for real-time energy managementBorhan Dayani, Aida; Fazlollahtabar, Hamed; Ahmadiahangar, Roya; Rosin, Argo2019 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.2019.8783766
- Awareness of BSR municipalities about sustainable urban lighting and green public procurementsKorõtko, Tarmo; Rosin, Argo; Varjas, Toivo; Ahmadiahangar, Roya2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), Madrid, Spain, 9-12 June 2020 : proceedings2020 / 6 p. : ill https://doi.org/10.1109/EEEIC/ICPSEurope49358.2020.9160761
- Challenges of smart grids implementationAhmadiahangar, Roya; Rosin, Argo; Palu, Ivo; Azizi, AydinDemand-side flexibility in smart grid2020 / p. 1-15 https://doi.org/10.1007/978-981-15-4627-3_1 Journal metrics at Scopus Article at Scopus
- Characterizing energy flexibility of buildings with electric vehicles and shiftable appliances on single building level and aggregated levelAzizi, Elnaz; Ahmadiahangar, Roya; Rosin, Argo; Bolouki, SadeghSustainable cities and society2022 / art. 103999 https://doi.org/10.1016/j.scs.2022.103999 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- Cleaning of floating photovoltaic systems : a critical review on approaches from technical and economic perspectivesZahedi, Rafi; Ranjbaran, Parisa; Gharehpetian, Gevork B.; Mohammadi, Fazel; Ahmadiahangar, RoyaEnergies2021 / art. 2018, 25 p. : ill https://doi.org/10.3390/en14072018 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- Clustering-based penalty signal design for flexibility utilizationRosin, Argo; Ahmadiahangar, Roya; 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; Kütt, Lauri; Astapov, Victor; Husev, Oleksandr; Ahmadiahangar, Roya; Wen, Fushuan; Kull, KarlEnergy reports2022 / p. 217-223 https://doi.org/10.1016/j.egyr.2022.10.184 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- Cooperative control of flywheel energy storage system and diesel generator for frequency regulation of microgrids using digital FIR filtersFaraji, M.; Mahdavi, Mohammad Saeed; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Rosin, Argo2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 6 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227448
- A coordinated strategy for multi-machine power system stabilityGhasemi-Marzbali, Ali; Ahmadiahangar, RoyaApplied Soft Computing2021 / art. 07742, 16 p. : ill https://doi.org/10.1016/j.asoc.2021.107742 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- Cost/comfort-oriented clustering-based extended time of use pricingAzizi, Elnaz; 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. Doctoral school of energy and geotechnology. III” : Tartu, Estonia, January 14-17, 20202020 / p. 17-18 https://www.ester.ee/record=b5291755*est
- Distribution transformer frequency response analysis : behavior of different statistical indices during inter-disk faultNurmanova, Venera; Sultanbek, Adilet; Bagheri, Mehdi; Ahmadiahangar, Roya2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)2019 / 6 p. : ill https://doi.org/10.1109/EEEIC.2019.8783252
- Energy management of an isolated microgrid : a practical caseGhasemi-Marzbali, Ali; Ahmadiahangar, Roya; Gouran Orimi, Sina; Shafiei, Mohammad; Häring, Tobias; Rosin, ArgoIECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society, 13-16 October 2021, Toronto, ON, Canada2021 / 6 p. : ill https://doi.org/10.1109/IECON48115.2021.9589801 Conference Proceedings at Scopus Article at Scopus Article at WOS
- Energy scheduling and flexibility quantification in buildingsAhmadiahangar, Roya; Blinov, Andrei; Peftitsis, DimosthenisDistributed energy systems : design, modeling, and control2023 / p. 249-259 : ill https://doi.org/10.1201/9781003229124-16
- Energy storage expansion planning in microgridAhmadiahangar, Roya; Baharvandi, Amir; Rosin, Argo; Häring, Tobias; Azizi, Elnaz; Korõtko, Tarmo; Shabbir, NomanProceedings : 2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : Online - Setúbal, Portugal, 08 - 10 July, 20202020 / p. 433-437 https://doi.org/10.1109/CPE-POWERENG48600.2020.9161502
- Energy storage facilities impact on flexibility of active distribution networks: stochastic approachAlipour, Manijeh; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Rosin, Argo; Kilter, JakoElectric power systems research2022 / art. 108645 https://doi.org/10.1016/j.epsr.2022.108645 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- Exploratory data analysis for demand-side flexibility quantificationShahid, Arqum; 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; Azizi, Elnaz; Subham, Sahoo; Häring, Tobias; Rosin, Argo; Vinnikov, Dmitri; Dragicevic, Tomislav; Blaabjerg, FredeProceedings : 2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : Online - Setúbal, Portugal, 08 - 10 July, 20202020 / p. 456-461 : ill https://doi.org/10.1109/CPE-POWERENG48600.2020.9161667
- Forecasting available demand-side flexibilityAhmadiahangar, Roya; Rosin, Argo; Palu, Ivo; Azizi, AydinDemand-side flexibility in smart grid2020 / p. 39-49 https://doi.org/10.1007/978-981-15-4627-3_4 Journal metrics at Scopus Article at Scopus
- Forecasting short term wind energy generation using machine learningShabbir, Noman; Ahmadiahangar, Roya; Kütt, Lauri; Iqbal, Muhammad Naveed; Rosin, Argo2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings2019 / 4 p https://doi.org/10.1109/RTUCON48111.2019.8982365
- A holistic D-PMU optimal placement framework considering pragmatic constraints in smart gridsFarhizadan, Mohammadreza; 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; Ghoreishy, Hoda; Ahmadiahangar, Roya; Rosin, ArgoIECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society2021 / Code 173927 https://doi.org/10.1109/IECON48115.2021.9589653 Conference Proceedings at Scopus Article at Scopus Article at WOS
- Lifetime-oriented control strategies for hybrid energy storage systems in an islanded microgridCinay, Nazli; Häring, Tobias; Rosin, Argo; Korõtko, Tarmo; Ahmadiahangar, Roya; Biechl, Helmuth2021 22nd IEEE International Conference on Industrial Technology (ICIT) : proceedings2021 / p. 1-6 https://doi.org/10.1109/ICIT46573.2021.9453617 Conference Prceedings at Scopus Article at Scopus Article at WOS
- Machine learning and deep learning techniques for residential load forecasting : a comparative analysisShabbir, Noman; Kütt, Lauri; Raja, Hadi Ashraf; Ahmadiahangar, Roya; Rosin, Argo; Husev, Oleksandr2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON): conference proceedings2021 / p. 1-5 https://doi.org/10.1109/RTUCON53541.2021.9711741
- Machine learning approach for flexibility characterisation of residential space heatingHäring, Tobias; Ahmadiahangar, Roya; Rosin, Argo; Biechl, HelmuthIECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society, Toronto, Canada, Oct. 13-16, 20212021 / 6 p. : ill https://doi.org/10.1109/IECON48115.2021.9589216 Conference Proceedings at Scopus Article at Scopus Article at WOS
- Microgrid oriented modeling of space heating system based on neural networksHäring, Tobias; Kull, Tuule Mall; Ahmadiahangar, Roya; Rosin, Argo; Thalfeldt, Martin; Biechl, HelmuthJournal of building engineering2021 / art. 103150, 12 p. : ill https://doi.org/10.1016/j.jobe.2021.103150 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- New approaches for increasing demand-side flexibilityAhmadiahangar, Roya; Rosin, Argo; Palu, Ivo; Azizi, AydinDemand-side flexibility in smart grid2020 / p. 51-62 https://doi.org/10.1007/978-981-15-4627-3_5 Journal metrics at Scopus Article at Scopus
- A new master-slave based centralized control method for an AC microgrid with multiple distributed energy resourcesHabibnia, Saba; Mahdavi, Mohammad Saeed; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Rosin, Argo; Vinnikov, DmitriIEEE 13th International Symposium on Power Electronics for Distributed Generation Systems (PEDG)2022 / 6 p. https://doi.org/10.1109/PEDG54999.2022.9923216
- On the concept of flexibility in electrical power systems : signs of inflexibilityAhmadiahangar, Roya; Rosin, Argo; Palu, Ivo; Azizi, AydinDemand-side flexibility in smart grid2020 / p. 17-26 https://doi.org/10.1007/978-981-15-4627-3_2 Journal metrics at Scopus Article at Scopus
- Optimal energy management of grid-connected multi-microgrid systems considering demand-side flexibility : a two-stage multi-objective approachKarimi, Hamid; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Rosin, ArgoElectric power systems research2023 / art. 108902 https://doi.org/10.1016/j.epsr.2022.108902
- Optimal scheduling of HVACs in islanded residential microgrids to reduce BESS size considering effect of discharge duration on voltage and capacity of battery cellsSanjareh, Mehrdad Bagheri; Nazari, Mohammad Hassan; Gharehpetian, Gevork B.; Ahmadiahangar, Roya; Rosin, ArgoSustainable Energy, Grids and Networks2021 / art. 100424 https://doi.org/10.1016/j.segan.2020.100424 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS
- Optimal tuning of resonant and repetitive based controller for single-phase buck-boost inverter with unfolding circuitHusev, Oleksandr; Belikov, Juri; Matiushkin, Oleksandr; Vinnikov, Dmitri; Ahmadiahangar, Roya; Vosoughi Kurdkandi, NaserIEEE journal of emerging and selected topics in industrial electronics2022 / p. 954-965 https://doi.org/10.1109/JESTIE.2021.3121190
- Optimized energy scheduling of residential DC building: Case of Nordic climateSidorova, Aleksandra; Blinov, Andrei; Ahmadiahangar, Roya; Vinnikov, Dmitri; Võsa, Karl-Villem; Kurnitski, Jarek2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 7 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227437
- Output voltage regulation of isolated PV-vonnected boost converters with variable loads using converted hysteresis sliding mode controllerZolfaghari, Mahdi; 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