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 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 Applied machine learning methods in microgrid simulationsHäring, Tobias19th 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. 151-152 : ill https://www.ester.ee/record=b5291755*est Assessment of power system asset dispatch under different local energy community business modelsKorõtko, Tarmo; Plaum, Freddy; Häring, Tobias; Mutule, Anna; Lazdins, Roberts; Borščevskis, Olegs; Rosin, Argo; Carroll, PaulaEnergies2023 / art. 3476 https://doi.org/10.3390/en16083476 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 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 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 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 First year PhD studies : modifying price based set point calculation algorithms for use in off-grid modeHäring, Tobias18th 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. 181-182 : ill https://www.ester.ee/record=b5183874*est 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 Hybrid energy storage lifetime-oriented control strategy in islanded microgrids : a real time simulation case studyHäring, Tobias; Link, Luca; Rosin, Argo; Biechl, Helmuth2022 IEEE 7th International Energy Conference (ENERGYCON)2022 https://doi.org/10.1109/ENERGYCON53164.2022.9830437 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 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 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 Pitfalls of machine learning methods in smart grids : a legal perspectiveAntonov, Aleksander; Häring, Tobias; Korõtko, Tarmo; Rosin, Argo; Kerikmäe, Tanel; Biechl, Helmuth2021 International Symposium on Computer Science and Intelligent Controls :(ISCSIC 2021), 12-14 November 2021, Rome, Italy : proceedings2021 / p. 248-256 https://doi.org/10.1109/ISCSIC54682.2021.00053 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 Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudeleHäring, Tobias2022 https://doi.org/10.23658/taltech.21/2022 https://digikogu.taltech.ee/et/Item/f8a267fc-bc0b-43be-80d0-b10d151d4174 https://www.ester.ee/record=b5499801*est 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 Thermal modelling of a control center for flexibility analysis in nZEB nanogridsHäring, Tobias; Rosin, Argo; Kull, Tuule Mall; Helguero Cruz, Jorge Luis; Biechl, Helmuth2020 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. : ill https://doi.org/10.1109/RTUCON51174.2020.9316568 Using common household thermal storages to support the PV- and battery system in nearly zero energy buildings in off-grid modeHäring, Tobias; Rosin, Argo; Biechl, HelmuthSustainable energy technologies and assessments2019 / p. 12-24 : ill https://doi.org/10.1016/j.seta.2019.05.014 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS Verification of machine learning modelling strategy in microgrid simulationsHäring, Tobias20th International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Tallinn, Estonia, September 8-10, 20212021 / p. 79-80 : ill https://www.ester.ee/record=b5457278*est