2 citations
- CERMICSFR2 papers
- Électricité de France (France)FR2 papers
- Laboratoire d'Optique AppliquéeFR2 papers
- Laboratoire Génie IndustrielFR1 paper
- Laboratoire Interdisciplinaire des Sciences du NumériqueFR1 paper
- Laboratoire Lorrain de Recherche en Informatique et ses ApplicationsFR1 paper
- Polytechnique MontréalCA1 paper
5 papers
Temporal and Spatial Decomposition for Prospective Studies in Energy Systems under Uncertainty
Camila Martinez Parra, Michel de Lara, Jean-Philippe Chancelier +2
The increasing penetration of renewable energy requires greater use of storage resources to manage system intermittency. As a result, there is growing interest in evaluating the op…
A Two-Timescale Decision-Hazard-Decision Formulation for Storage Usage Values Calculation
Camila Martinez Parra, Michel de Lara, Jean-Philippe Chancelier +3
The penetration of renewable energies requires additional storages to deal with intermittency. Accordingly, there is growing interest in evaluating the opportunity cost (usage valu…
Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design
Gaëtan Serré, Eva Boguslawski, Benjamin Donnot +3
Current rapid changes in climate increase the urgency to change energy production and consumption management, to reduce carbon and other green-house gas production. In this context…
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression
Laure Crochepierre, Lydia Boudjeloud-Assala, Vincent Barbesant
In recent years, symbolic regression has been of wide interest to provide an interpretable symbolic representation of potentially large data relationships. Initially circled to gen…
A Julia Module for Polynomial Optimization with Complex Variables applied to Optimal Power Flow
Julie Sliwak, Manuel Ruiz, Miguel F. Anjos +2
Many optimization problems in power transmission networks can be formulated as polynomial problems with complex variables. A polynomial optimization problem with complex variables…