Projects

Here is a list of my projects that led or will lead to a publication and a conference presentation:

Accelerate power grid operations with graph-neural network based foundation models

User Behavior Modeling for Optimal Stochastic Control of large electric vehicles charging stations under uncertainty

With Anticipation Team @Schneider Electric

Paper "Controlling Large Electric Vehicle Charging Stations via User Behavior Modeling and Stochastic Programming
Patented.
Short slides

Mathematical formulation and benchmark of four Multistage Stochastic Control Algorithms on 61 industrial sites

With Anticipation Team @Schneider Electric

Paper "Controlling Microgrids Without External Data: A Benchmark of Stochastic Programming Methods" @IEEE PES ISGT EUROPE 2023
Short Slides

Charge/discharge scheduling algorithm for electricity trading on the day ahead market

With Gorazd Dimitrov and Prof. Claudia D'Ambrosio

Paper "Optimal Battery Charge Scheduling For Revenue Stacking Under Operational Constraints Via Energy Arbitrage" @IEEE PES ISGT EUROPE 2023
Short Slides

Data-Mining and Visualization platform of the temporal and spatial variability of wind and solar resources

Paper "Uncovering the Spatial and Temporal Variability of Wind Resources in Europe: A Web-Based Data-Mining Tool'' @ICLR 2023 Climate Change AI workshop
Poster

Creation of a simulation environment and of an algorithm to control the orientation of wind turbines using Reinforcement Learning

Paper "An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement Learning" @ ECML-PKDD 2022
Slides
Poster