Jonathan Dumas

18 papers Journal 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Analysis of the French system imbalance paving the way for a novel operating reserve sizing approach. CoRR Jonathan Dumas, Sébastien Finet, Nathalie Grisey, Ibtissam Hamdane, Paul Plessiez
2023	J	`jnl`	Deep Generative Methods for Producing Forecast Trajectories in Power Systems. CoRR Nathan Weill, Jonathan Dumas
2023	J	`jnl`	Dynamic sizing of required balancing capacities: the operational approach in France. CoRR Jonathan Dumas, Viktor Terrier, Frédéric Bienvenu, Sébastien Finet, Nathalie Grisey
2023	J	`jnl`	Multi-objective near-optimal necessary conditions for multi-sectoral planning. CoRR Antoine Dubois, Jonathan Dumas, Paolo Thiran, Gauthier Limpens, Damien Ernst
2023	J	`jnl`	Stochastic optimization for unit commitment applied to the security of supply. CoRR Jonathan Dumas
2022	J	`jnl`	Denoising diffusion probabilistic models for probabilistic energy forecasting. CoRR Esteban Hernandez Capel, Jonathan Dumas
2022	J	`jnl`	The energy return on investment of whole energy systems: application to Belgium. CoRR Jonathan Dumas, Antoine Dubois, Paolo Thiran, Pierre Jacques, Francesco Contino, Bertrand Cornélusse, Gauthier Limpens
2021	J	`jnl`	A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market. CoRR Jonathan Dumas, Colin Cointe, Antoine Wehenkel, Antonio Sutera, Xavier Fettweis, Bertrand Cornélusse
2021	J	`jnl`	Coordination of operational planning and real-time optimization in microgrids. CoRR Jonathan Dumas, Selmane Dakir, Clément Liu, Bertrand Cornélusse
2021	J	`jnl`	Deep generative modeling for probabilistic forecasting in power systems. CoRR Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera
2021	J	`jnl`	Deep learning-based multi-output quantile forecasting of PV generation. CoRR Jonathan Dumas, Colin Cointe, Xavier Fettweis, Bertrand Cornélusse
2021	—	`—`	Microgrid management with weather-based forecasting of energy generation, consumption and prices. Jonathan Dumas
2021	J	`jnl`	Probabilistic Forecasting of Imbalance Prices in the Belgian Context. CoRR Jonathan Dumas, Ioannis Boukas, Miguel Manuel de Villena, Sébastien Mathieu, Bertrand Cornélusse
2021	J	`jnl`	Probabilistic forecasting for sizing in the capacity firming framework. CoRR Jonathan Dumas, Bertrand Cornélusse, Xavier Fettweis, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino
2021	J	`jnl`	Stochastic and deterministic formulations for capacity firming nominations. CoRR Jonathan Dumas, Bertrand Cornélusse, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino
2021	J	`jnl`	Weather-based forecasting of energy generation, consumption and price for electrical microgrids management. CoRR Jonathan Dumas
2019	J	`jnl`	Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies. CoRR Jonathan Dumas, Bertrand Cornélusse
2008	J	`jnl`	Passenger Flow Model for Airline Networks. Transp. Sci. Jonathan Dumas, François Soumis