20 citations
- Électricité de France (France)FR24 papers
- Laboratoire de Mathématiques d'OrsayFR4 papers
- Laboratoire de Probabilités et Modèles AléatoiresFR4 papers
- Laboratoire de Probabilités, Statistique et ModélisationFR4 papers
- Université de LilleFR4 papers
- Institut national de recherche en sciences et technologies du numériqueFR3 papers
- Université Paris-SaclayFR3 papers
- CEA Paris-Saclay - Etablissement de SaclayFR2 papers
- CELESTE: statistique mathématique et apprentissageFR2 papers
- Centre de Recherche en Économie et StatistiqueFR2 papers
- Centre de Recherche en InformatiqueFR2 papers
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR2 papers
35 papers
GraphToolbox: A Configurable Python Framework for Graph Neural Network Forecasting
Eloi Campagne, Yvenn Amara-Ouali, Yannig Goude +1
Electricity forecasting often involves spatially related signals observed over regions, substations, and feeders, and Graph Neural Networks (GNNs) provide a natural way to represen…
Digital twin-based hybrid framework for steam generator clogging prognostics
Edgar Jaber, Emmanuel Remy, Vincent Chabridon +5
We present a hybrid framework to support prognostics of the clogging degradation phenomenon in tube support plates for digital twins of steam generators in pressurized water reacto…
Online Markov Decision Processes with Terminal Law Constraints
Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard +1
Traditional reinforcement learning usually assumes either episodic interactions with resets or continuous operation to minimize average or cumulative loss. While episodic settings…
CFD modeling of hydrogen release and dispersion in a congested container
Hector Amino, Lynda Porcheron, Jérôme Daubech +4
Hydrogen plays an important role in driving decarbonization within the current global energy landscape. As hydrogen infrastructures rapidly expand beyond their traditional applicat…
On the relation between microstructure and impact toughness of 17-4__PH stainless steel produced by powder bed fusion laser beam (PBF-LB)
Renata de Oliveira Melo, Jean-Bernard Vogt, Eric Nivet +6
This work investigated the effects of aging heat treatments on the microstructure and, consequently, the quasi-static (tensile properties) and dynamic (impact toughness) mechanical…
DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series
Adrien Petralia, Paul Boniol, Philippe Charpentier +1
In recent years, electricity suppliers have installed millions of smart meters worldwide to improve the management of the smart grid system. These meters collect a large amount of…