Reinforcement learning techniques for optimal power control in grid-connected microgrids: A comprehensive review
Utility grids are undergoing several upgrades. Distributed generators that are supplied by
intermittent renewable energy sources (RES) are being connected to the grids. As RES get …
intermittent renewable energy sources (RES) are being connected to the grids. As RES get …
Reinforcement learning approaches to power management in grid-tied microgrids: A review
Modern power systems are characterized by bidirectional power flows, smart metering
schemes capable of net metering applications and several renewable energy-based …
schemes capable of net metering applications and several renewable energy-based …
Power flow management in electric vehicles charging station using reinforcement learning
This paper investigates optimal power flow management problem in an electric vehicle
charging station. The charging station is powered by solar PV and is tied to the grid and a …
charging station. The charging station is powered by solar PV and is tied to the grid and a …
Improved Q-learning for Energy Management in a Grid-tied PV Microgrid
This paper proposes an improved Q-learning method to obtain near-optimal schedules for
grid and battery power in a grid-connected electric vehicle charging station for a 24-hour …
grid and battery power in a grid-connected electric vehicle charging station for a 24-hour …
Learning and Planning with the Average-Reward Formulation
Y Wan - 2023 - era.library.ualberta.ca
The average-reward formulation is a natural and important formulation of learning and
planning problems, yet has received much less attention than the episodic and discounted …
planning problems, yet has received much less attention than the episodic and discounted …
Reinforcement learning for power scheduling in a grid-tied pv-battery electric vehicles charging station
EO Arwa - 2021 - open.uct.ac.za
Grid-tied renewable energy sources (RES) based electric vehicle (EV) charging stations are
an example of a distributed generator behind the meter system (DGBMS) which …
an example of a distributed generator behind the meter system (DGBMS) which …