Search Results for author: Lesia Mitridati

Found 7 papers, 1 papers with code

Feature-Driven Strategies for Trading Wind Power and Hydrogen

1 code implementation2 Oct 2023 Emil Helgren, Jalal Kazempour, Lesia Mitridati

This paper develops a feature-driven model for hybrid power plants, enabling them to exploit available contextual information such as historical forecasts of wind power, and make optimal wind power and hydrogen trading decisions in the day-ahead stage.

Privacy-Preserving Distributed Market Mechanism for Active Distribution Networks

no code implementations30 Sep 2023 Matthias Franke, Ognjen Stanojev, Lesia Mitridati, Gabriela Hug

Amidst the worldwide efforts to decarbonize power networks, Local Electricity Markets (LEMs) in distribution networks are gaining importance due to the increased adoption of renewable energy sources and prosumers.

Distributed Optimization Privacy Preserving

Safe Reinforcement Learning for Strategic Bidding of Virtual Power Plants in Day-Ahead Markets

no code implementations11 Jul 2023 Ognjen Stanojev, Lesia Mitridati, Riccardo de Nardis di Prata, Gabriela Hug

This paper presents a novel safe reinforcement learning algorithm for strategic bidding of Virtual Power Plants (VPPs) in day-ahead electricity markets.

Safe Reinforcement Learning

Fair Energy Allocation in Risk-aware Energy Communities

no code implementations14 Mar 2023 Eleni Stai, Lesia Mitridati, Ioannis Stavrakakis, Evangelia Kokolaki, Petros Tatoulis, Gabriela Hug

In the peak hours, a proportional allocation (PA) policy is used to allocate the limited RESs among the competitors.

Differentially-Private Heat and Electricity Markets Coordination

no code implementations25 Jan 2022 Lesia Mitridati, Emma Romei, Gabriela Hug, Ferdinando Fioretto

Sector coordination between heat and electricity systems has been identified has an energy-efficient and cost-effective way to transition towards a more sustainable energy system.

Privacy Preserving Time Series +1

Game-Theoretic Energy Source Allocation Mechanism in Smart-Grids

no code implementations25 Jan 2022 Eleni Stai, Evangelia Kokolaki, Lesia Mitridati, Petros Tatoulis, Ioannis Stavrakakis, Gabriela Hug

This work studies the decentralized and uncoordinated energy source selection problem for smart-grid consumers with heterogeneous energy profiles and risk attitudes: they compete for a limited amount of renewable energy in their local community, at the risk of paying a higher cost if that energy is not enough to supply all such demand.

Electricity-Aware Bid Format for Heat Commitment and Dispatch

no code implementations6 May 2020 Lesia Mitridati, Pascal Van Hentenryck, Jalal Kazempour

Coordination between heat and electricity markets is essential to achieve a cost-effective and efficient operation of the overall energy system.

valid

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