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2020 – today
- 2023
[i15]Antoine Dubois, Jonathan Dumas, Paolo Thiran, Gauthier Limpens, Damien Ernst:
Multi-objective near-optimal necessary conditions for multi-sectoral planning. CoRR abs/2302.12654 (2023)- [i14]Jonathan Dumas, Viktor Terrier, Frédéric Bienvenu, Sébastien Finet, Nathalie Grisey:
Dynamic sizing of required balancing capacities: the operational approach in France. CoRR abs/2304.12143 (2023) - [i13]Nathan Weill, Jonathan Dumas:
Deep Generative Methods for Producing Forecast Trajectories in Power Systems. CoRR abs/2309.15137 (2023) - [i12]Jonathan Dumas:
Stochastic optimization for unit commitment applied to the security of supply. CoRR abs/2312.05143 (2023) - 2022
- [i11]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 abs/2205.06727 (2022) - [i10]Esteban Hernandez Capel, Jonathan Dumas:
Denoising diffusion probabilistic models for probabilistic energy forecasting. CoRR abs/2212.02977 (2022) - 2021
- [b1]Jonathan Dumas:
Microgrid management with weather-based forecasting of energy generation, consumption and prices. University of Liège, Belgium, 2021 - [i9]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 abs/2105.13801 (2021) - [i8]Jonathan Dumas, Colin Cointe, Xavier Fettweis, Bertrand Cornélusse:
Deep learning-based multi-output quantile forecasting of PV generation. CoRR abs/2106.01271 (2021) - [i7]Jonathan Dumas, Bertrand Cornélusse, Xavier Fettweis, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino:
Probabilistic forecasting for sizing in the capacity firming framework. CoRR abs/2106.02323 (2021) - [i6]Jonathan Dumas, Selmane Dakir, Clément Liu, Bertrand Cornélusse:
Coordination of operational planning and real-time optimization in microgrids. CoRR abs/2106.02374 (2021) - [i5]Jonathan Dumas, Bertrand Cornélusse, Antonello Giannitrapani, Simone Paoletti, Antonio Vicino:
Stochastic and deterministic formulations for capacity firming nominations. CoRR abs/2106.02425 (2021) - [i4]Jonathan Dumas, Ioannis Boukas, Miguel Manuel de Villena, Sébastien Mathieu, Bertrand Cornélusse:
Probabilistic Forecasting of Imbalance Prices in the Belgian Context. CoRR abs/2106.07361 (2021) - [i3]Jonathan Dumas, Antoine Wehenkel, Damien Lanaspeze, Bertrand Cornélusse, Antonio Sutera:
Deep generative modeling for probabilistic forecasting in power systems. CoRR abs/2106.09370 (2021) - [i2]Jonathan Dumas:
Weather-based forecasting of energy generation, consumption and price for electrical microgrids management. CoRR abs/2107.01034 (2021)
2010 – 2019
- 2019
- [i1]Jonathan Dumas, Bertrand Cornélusse:
Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies. CoRR abs/1901.05052 (2019)
2000 – 2009
- 2008
- [j1]Jonathan Dumas
, François Soumis:
Passenger Flow Model for Airline Networks. Transp. Sci. 42(2): 197-207 (2008)
Coauthor Index
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