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cs.LG2025
Extending Load Forecasting from Zonal Aggregates to Individual Nodes for Transmission System Operators
Oskar Triebe, Fletcher Passow, Simon Wittner +9
The reliability of local power grid infrastructure is challenged by sustainable energy developments increasing electric load uncertainty. Transmission System Operators (TSOs) need…
cs.LG2024
Towards Using Machine Learning to Generatively Simulate EV Charging in Urban Areas
Marek Miltner, Jakub ZÃka, Daniel VaÅ¡ata +5
This study addresses the challenge of predicting electric vehicle (EV) charging profiles in urban locations with limited data. Utilizing a neural network architecture, we aim to un…