61 citations · 67 across the 7 of their papers we have counts for
3 papers · 1 filter
CityLearn v3: A Configurable Simulation and Evaluation Framework for Realistic Control Studies of Renewable Energy Communities
Tiago Fonseca, Luis Lino Ferreira, Armando Sousa +2
Renewable energy communities (RECs) coordinate buildings, photovoltaic generation, batteries, electric vehicles and flexible loads. Controller studies often simplify changing parti…
EnergAIze: Multi Agent Deep Deterministic Policy Gradient for Vehicle to Grid Energy Management
Tiago Fonseca, Luis Ferreira, Bernardo Cabral +2
This paper investigates the increasing roles of Renewable Energy Sources (RES) and Electric Vehicles (EVs). While indicating a new era of sustainable energy, these also introduce c…
EVLearn: Extending the CityLearn Framework with Electric Vehicle Simulation
Tiago Fonseca, Luis Ferreira, Bernardo Cabral +4
Intelligent energy management strategies, such as Vehicle-to-Grid (V2G) and Grid-to-Vehicle (G2V) emerge as a potential solution to the Electric Vehicles' (EVs) integration into th…