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Federica Bellizio
Federica Bellizio
Empa - Swiss Federal Laboratories for Materials Science and Technology
Verified email at empa.ch
Title
Cited by
Cited by
Year
Optimized local control for active distribution grids using machine learning techniques
F Bellizio, S Karagiannopoulos, P Aristidou, G Hug
2018 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2018
322018
State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data
FRS Sevilla, Y Liu, E Barocio, P Korba, M Andrade, F Bellizio, J Bos, ...
International journal of electrical power & energy systems 137, 107772, 2022
222022
Value of optimal trip and charging scheduling of commercial electric vehicle fleets with Vehicle-to-Grid in future low inertia systems
A Blatiak, F Bellizio, L Badesa, G Strbac
Sustainable Energy, Grids and Networks 31, 100738, 2022
192022
A causality based feature selection approach for data-driven dynamic security assessment
F Bellizio, JL Cremer, M Sun, G Strbac
Electric Power Systems Research 201, 107537, 2021
192021
Transition to digitalized paradigms for security control and decentralized electricity market
F Bellizio, W Xu, D Qiu, Y Ye, D Papadaskalopoulos, JL Cremer, F Teng, ...
Proceedings of the IEEE 111 (7), 744-761, 2022
142022
Machine-learned security assessment for changing system topologies
F Bellizio, JL Cremer, G Strbac
International Journal of Electrical Power & Energy Systems 134, 107380, 2022
142022
Verifying machine learning conclusions for securing low inertia systems
F Bellizio, AAB Bugaje, JL Cremer, G Strbac
Sustainable Energy, Grids and Networks 30, 100656, 2022
102022
Optimized local control schemes for active distribution grids using machine learning techniques
F Bellizio, S Karagiannopoulos, P Aristidou, G Hug
IEEE PES General Meeting, 2018
82018
Transient stable corrective control using neural lyapunov learning
F Bellizio, JL Cremer, G Strbac
IEEE Transactions on Power Systems 38 (4), 3245-3253, 2022
62022
Reinforcement learning based optimal load shedding for transient stabilization
Y Wei, AAB Bugaje, F Bellizio, G Strbac
2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2022
22022
Application of spatio-temporal data-driven and machine learning algorithms for security assessment
R Segundo, Y Liu, E Barocio, P Korba, A de la Torre, AA Bugaje, ...
IEEE, 2022
22022
Machine learning approaches for predictions of CO2 emissions in the building sector
S Giannelos, F Bellizio, G Strbac, T Zhang
Electric Power Systems Research 235, 110735, 2024
12024
A Hierarchical Knowledge Framework for Digital Twins of Buildings and Their Energy Systems (Position Paper)
J Allan, E Munoz, SA González, H Bazazzadeh, F Bellizio, H Cai, ...
International Conference on Advanced Information Systems Engineering, 53-58, 2024
2024
Design of distribution tariffs for energy hub networks to reduce carbon emissions
V Behrunani, F Bellizio, P Heer, J Lygeros
2024
Introducing price feedback of local flexibility markets into distribution network planning
M Lustenberger, F Bellizio, H Cai, P Heer, C Ziras
Electric Power Systems Research, 110686, 2024
2024
Optimal V2X operation of EV fleets with PV-battery charging station for demand-side flexibility provision
F Bellizio, P Heer
Authorea Preprints, 2023
2023
Regularised Learning with Selected Physics for Power System Dynamics
H Xie, F Bellizio, JL Cremer, G Strbac
2023 IEEE Belgrade PowerTech, 1-7, 2023
2023
Topological changes in data-driven dynamic security assessment for power system control
F Bellizio
Imperial College London, 2022
2022
Machine Learning Approaches for the Prediction of Public Ev Charge Point Flexibility
F Bellizio, B Dijkstra, A Fertig, J Van Dijk, P Heer
Available at SSRN 4751908, 0
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