This decommissioned ERA site remains active temporarily to support our final migration steps to https://ualberta.scholaris.ca, ERA's new home. All new collections and items, including Spring 2025 theses, are at that site. For assistance, please contact erahelp@ualberta.ca.
Search
Skip to Search Results- 1Battery energy storage
- 1Building demand management
- 1Deep reinforcement learning
- 1Diversity in experience
- 1Electric vehicles
- 1Energy management
-
Energy management of buildings with energy storage and solar photovoltaic: A diversity in experience approach for deep reinforcement learning agents
Download2024-01-01
Deep reinforcement learning (DRL) is a suitable approach to handle uncertainty in managing the energy consumption of buildings with energy storage systems. Conventionally, DRL agents are trained by randomly selecting samples from a data set, which can result in overexposure to some data...
-
Local demand management of charging stations using vehicle-to-vehicle service: A welfare maximization-based soft actor-critic model
Download2023-09-03
Akhtar Hussain, Van-Hai Bui, Petr Musilek
Transportation electrification has the potential to reduce carbon emissions from the transport sector. However, the increased penetration of electric vehicles (EVs) can potentially overload the distribution systems. This becomes prominent in locations with multiple EV chargers and charging...