Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks

1 code implementation • 13 Jun 2022 • Leonie von Wahl, Nicolas Tempelmeier, Ashutosh Sao, Elena Demidova

We formulate the Placement of Charging Stations problem as a non-linear integer optimisation problem that seeks the optimal positions for charging stations and the optimal number of charging piles of different charging types.

reinforcement-learning Reinforcement Learning (RL)

Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting

no code implementations • 27 Aug 2021 • Ashutosh Sao, Nicolas Tempelmeier, Elena Demidova

Our model efficiently fuses dynamic and static information to facilitate accurate forecasting.