Alban Puech

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
gridfm-datakit-v1: A Python Library for Scalable and Realistic Power Flow and Optimal Power Flow Data Generation.
CoRR
Alban Puech, Matteo Mazzonelli, Celia Cintas, Tamara Govindasamy, Mangaliso Mngomezulu, Jonas Weiss, Matteo Baù, Anna Varbella, François Mirallès, Kibaek Kim, Le Xie, Hendrik F. Hamann, Etienne Eben Vos, Thomas Brunschwiler
2024 J jnl
A Perspective on Foundation Models for the Electric Power Grid.
CoRR
Hendrik F. Hamann, Thomas Brunschwiler, Blazhe Gjorgiev, Leonardo S. A. Martins, Alban Puech, Anna Varbella, Jonas Weiss, Juan Bernabé-Moreno, Alexandre Blondin Massé, Seong Choi, Ian T. Foster, Bri-Mathias S. Hodge, Rishabh Jain, Kibaek Kim, Vincent Mai, François Mirallès, Martin De Montigny, Octavio Ramos-Leaños, Hussein Suprême, Le Xie, El-Nasser S. Youssef, Arnaud Zinflou, Alexander J. Belvi, Ricardo J. Bessa, Bishnu Prasad Bhattari, Johannes Schmude, Stanislav Sobolevsky
2024 J jnl
Accelerating Quasi-Static Time Series Simulations with Foundation Models.
CoRR
Alban Puech, François Mirallès, Jonas Weiss, Vincent Mai, Alexandre Blondin Massé, Martin De Montigny, Thomas Brunschwiler, Hendrik F. Hamann
2024 J jnl
Accelerating quasi-static time series simulations with foundation models.
Elektrotech. Informationstechnik
Alban Puech, François Mirallès, Jonas Weiss, Vincent Mai, Alexandre Blondin Massé, Martin De Montigny, Thomas Brunschwiler, Hendrik F. Hamann
2024 — conf
Controlling Large Electric Vehicle Charging Stations via User Behavior Modeling and Stochastic Programming.
ISGT EUROPE
Alban Puech, Tristan Rigaut, William Templier, Maud Tournoud
2024 J jnl
Controlling Large Electric Vehicle Charging Stations via User Behavior Modeling and Stochastic Programming.
CoRR
Alban Puech, Tristan Rigaut, William Templier, Maud Tournoud
2024 J jnl
Optimal Power Grid Operations with Foundation Models.
CoRR
Alban Puech, Jonas Weiss, Thomas Brunschwiler, Hendrik F. Hamann
2023 J jnl
An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement Learning.
CoRR
Alban Puech, Jesse Read
2023 — conf
Controlling Microgrids Without External Data: A Benchmark of Stochastic Programming Methods.
ISGT EUROPE
Alban Puech, Tristan Rigaut, Adrien Le Franc, William Templier, Jean-Christophe Alais, Maud Tournoud, Victor Bossard, Alejandro Yousef, Elena Stolyarova
2023 — conf
Optimal Battery Charge Scheduling For Revenue Stacking Under Operational Constraints Via Energy Arbitrage.
ISGT EUROPE
Alban Puech, Gorazd Dimitrov, Claudia D'Ambrosio
2023 J jnl
Optimal Battery Charge Scheduling For Revenue Stacking Under Operational Constraints Via Energy Arbitrage.
CoRR
Alban Puech, Gorazd Dimitrov, Claudia D'Ambrosio
2023 J jnl
Uncovering the Spatial and Temporal Variability of Wind Resources in Europe: A Web-Based Data-Mining Tool.
CoRR
Alban Puech, Jesse Read
2022 — conf
An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement Learning.
ECML/PKDD (5)
Alban Puech, Jesse Read