2 citations · 3 across the 5 of their papers we have counts for
5 papers
Multi-Objective Deep Reinforcement Learning for Secure and Stable Power System Operation
Ioannis Papadopoulos, Georgios Tsaousoglou, Johanna Vorwerk
The ongoing energy transition challenges the stable operation of power systems and increases the need for rapid decision-making under uncertainty. While reinforcement learning has…
Safe Bottom-Up Flexibility Provision from Distributed Energy Resources
Costas Mylonas, Emmanouel Varvarigos, Georgios Tsaousoglou
Modern renewables-based power systems need to tap on the flexibility of Distributed Energy Resources (DERs) connected to distribution networks. It is important, however, that DER o…
Near-optimal demand side management in retail electricity markets with coupling constraints via indirect mechanism design
Georgios Tsaousoglou, Konstantinos Steriotis, Nikolaos Efthymiopoulos +2
Recently there have been several historical changes in electricity networks that necessitate the development of Demand Side Management (DSM). The main objective of DSM is to achiev…
Incentive Compatibility, Scalability and Privacy in real time Demand Response
Georgios Tsaousoglou, Konstantinos Steriotis, Nikolaos Efthymiopoulos +2
The high penetration of Renewable Energy Sources in modern smart grids necessitated the development of Demand Response (DR) mechanisms as well as corresponding innovative services…
A stochastic approximation method for price-based assignment of autonomous EVs to Charging Stations
Georgios Tsaousoglou, Konstantinos Steriotis, Emmanouel Varvarigos
This paper proposes a method for the stochastic estimation of Charging Stations prices based on dual decomposition. Prices are determined so as to minimize the social cost of the E…