4 papers
Deep Multi-Agent Reinforcement Learning for Cost Efficient Distributed Load Frequency Control
Sergio Rozada, Dimitra Apostolopoulou, Eduardo Alonso
The rise of microgrid-based architectures is heavily modifying the energy control landscape in distribution systems making distributed control mechanisms necessary to ensure reliab…
Distributed Vehicle Grid Integration Over Communication and Physical Networks
Dimitra Apostolopoulou, Rahmat Poudineh, Anupama Sen
This paper proposes a distributed framework for vehicle grid integration (VGI) taking into account the communication and physical networks. To this end, we model the electric vehic…
Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast
Fatemeh Najibi, Dimitra Apostolopoulou, Eduardo Alonso
With increasing concerns of climate change, renewable resources such as photovoltaic (PV) have gained popularity as a means of energy generation. The smooth integration of such res…
Stochastic Hosting Capacity in LV Distribution Networks
Matthew Deakin, Constance Crozier, Dimitra Apostolopoulou +2
Hosting capacity is defined as the level of penetration that a particular technology can connect to a distribution network without causing power quality problems. In this work, we…