Privacy_Preserving_Probabilistic_Voltage_Forecasting.pdf (667.67 kB)

Privacy-Preserving Probabilistic Voltage Forecasting in Local Energy Communities

preprint

posted on 2022-01-24, 04:45 authored by Jean-François ToubeauJean-François Toubeau, Fei Teng, Yi Wang, Leandro Von Krannichfeldt, Thomas Morstyn

We present a new privacy-preserving probabilistic forecasting of nodal voltage levels in renewable energy communities.

Funding

FNRS mandate

History

Email Address of Submitting Author

Jean-Francois.TOUBEAU@umons.ac.be

ORCID of Submitting Author

0000-0001-9853-2694

Submitting Author's Institution

University of Mons

Submitting Author's Country

Belgium

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Privacy-Preserving Probabilistic Voltage Forecasting in Local Energy Communities

Categories

Power, Energy and Industry Applications

Keywords

Deep learning Federated learning Differential privacy Probabilistic forecasting

Licence

Exports