Jonathan Dumas

According to our database, Jonathan Dumas authored at least 18 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Analysis of the French system imbalance paving the way for a novel operating reserve sizing approach.

Jonathan Dumas, Sébastien Finet, Nathalie Grisey, Ibtissam Hamdane, Paul Plessiez

CoRR, March, 2025

2023

Stochastic optimization for unit commitment applied to the security of supply.

Jonathan Dumas

CoRR, 2023

Deep Generative Methods for Producing Forecast Trajectories in Power Systems.

Nathan Weill, Jonathan Dumas

CoRR, 2023

Dynamic sizing of required balancing capacities: the operational approach in France.

Jonathan Dumas, Viktor Terrier, Frédéric Bienvenu, Sébastien Finet, Nathalie Grisey

CoRR, 2023

Multi-objective near-optimal necessary conditions for multi-sectoral planning.

Antoine Dubois, Jonathan Dumas, Paolo Thiran, Gauthier Limpens, Damien Ernst

CoRR, 2023

2022

Denoising diffusion probabilistic models for probabilistic energy forecasting.

Esteban Hernandez Capel, Jonathan Dumas

CoRR, 2022

The energy return on investment of whole energy systems: application to Belgium.

Jonathan Dumas, Antoine Dubois, Paolo Thiran, Pierre Jacques, Francesco Contino, Bertrand Cornélusse, Gauthier Limpens

CoRR, 2022

2021

Microgrid management with weather-based forecasting of energy generation, consumption and prices.

Jonathan Dumas

PhD thesis, 2021

Weather-based forecasting of energy generation, consumption and price for electrical microgrids management.

Jonathan Dumas

CoRR, 2021

Deep generative modeling for probabilistic forecasting in power systems.

Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera

CoRR, 2021

Probabilistic Forecasting of Imbalance Prices in the Belgian Context.

Jonathan Dumas, Ioannis Boukas, Miguel Manuel de Villena, Sébastien Mathieu, Bertrand Cornélusse

CoRR, 2021

Stochastic and deterministic formulations for capacity firming nominations.

Jonathan Dumas, Bertrand Cornélusse, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino

CoRR, 2021

Coordination of operational planning and real-time optimization in microgrids.

Jonathan Dumas, Selmane Dakir, Clément Liu, Bertrand Cornélusse

CoRR, 2021

Probabilistic forecasting for sizing in the capacity firming framework.

Jonathan Dumas, Bertrand Cornélusse, Xavier Fettweis, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino

CoRR, 2021

Deep learning-based multi-output quantile forecasting of PV generation.

Jonathan Dumas, Colin Cointe, Xavier Fettweis, Bertrand Cornélusse

CoRR, 2021

A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market.

Jonathan Dumas, Colin Cointe, Antoine Wehenkel, Antonio Sutera, Xavier Fettweis, Bertrand Cornélusse

CoRR, 2021

2019

Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies.

Jonathan Dumas, Bertrand Cornélusse

CoRR, 2019

2008

Passenger Flow Model for Airline Networks.

Jonathan Dumas, François Soumis

Transp. Sci., 2008