Jonathan Dumas

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 15

Top Topics

Load Forecasting

Stochastic Optimization

Top Venues

Publications

Antoine Dubois, Jonathan Dumas, Paolo Thiran, Gauthier Limpens, Damien Ernst
Multi-objective near-optimal necessary conditions for multi-sectoral planning. CoRR (2023)
Nathan Weill, Jonathan Dumas
Deep Generative Methods for Producing Forecast Trajectories in Power Systems. CoRR (2023)
Jonathan Dumas, Viktor Terrier, Frédéric Bienvenu, Sébastien Finet, Nathalie Grisey
Dynamic sizing of required balancing capacities: the operational approach in France. CoRR (2023)
Jonathan Dumas
Stochastic optimization for unit commitment applied to the security of supply. CoRR (2023)
Jonathan Dumas, Antoine Dubois, Paolo Thiran, Pierre Jacques, Francesco Contino, Bertrand Cornélusse, Gauthier Limpens
The energy return on investment of whole energy systems: application to Belgium. CoRR (2022)
Esteban Hernandez Capel, Jonathan Dumas
Denoising diffusion probabilistic models for probabilistic energy forecasting. CoRR (2022)
Jonathan Dumas, Colin Cointe, Xavier Fettweis, Bertrand Cornélusse
Deep learning-based multi-output quantile forecasting of PV generation. CoRR (2021)
Jonathan Dumas, Selmane Dakir, Clément Liu, Bertrand Cornélusse
Coordination of operational planning and real-time optimization in microgrids. CoRR (2021)
Jonathan Dumas, Bertrand Cornélusse, Xavier Fettweis, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino
Probabilistic forecasting for sizing in the capacity firming framework. CoRR (2021)
Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera
Deep generative modeling for probabilistic forecasting in power systems. CoRR (2021)
Jonathan Dumas, Bertrand Cornélusse, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino
Stochastic and deterministic formulations for capacity firming nominations. CoRR (2021)
Jonathan Dumas, Ioannis Boukas, Miguel Manuel de Villena, Sébastien Mathieu, Bertrand Cornélusse
Probabilistic Forecasting of Imbalance Prices in the Belgian Context. CoRR (2021)
Jonathan Dumas
Weather-based forecasting of energy generation, consumption and price for electrical microgrids management. CoRR (2021)
Jonathan Dumas, Colin Cointe, Antoine Wehenkel, Antonio Sutera, Xavier Fettweis, Bertrand Cornélusse
A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market. CoRR (2021)
Jonathan Dumas, Bertrand Cornélusse
Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies. CoRR (2019)
Jonathan Dumas, François Soumis
Passenger Flow Model for Airline Networks. Transp. Sci. 42 (2) (2008)