| A deep generative model for probabilistic energy forecasting in power systems: normalizing flows J Dumas, AWD Lanaspeze, B Cornélusse, A Sutera Applied Energy, 2021 | 60 | 2021 |
| Probabilistic forecasting of imbalance prices in the Belgian context J Dumas, I Boukas, MM de Villena, S Mathieu, B Cornélusse 2019 16th International Conference on the European Energy Market (EEM), 1-7, 2019 | 22 | 2019 |
| An analysis and an affordable regularization technique for the spurious force oscillations in the context of direct-forcing immersed boundary methods M Belliard, M Chandesris, J Dumas, Y Gorsse, D Jamet, C Josserand, ... Computers & Mathematics with applications 71 (5), 1089-1113, 2016 | 17 | 2016 |
| A probabilistic forecast-driven strategy for a risk-aware participation in the capacity firming market J Dumas, C Cointe, A Wehenkel, A Sutera, X Fettweis, B Cornélusse IEEE Transactions on Sustainable Energy 13 (2), 1234-1243, 2021 | 13 | 2021 |
| Deep learning-based multi-output quantile forecasting of PV generation J Dumas, C Cointe, X Fettweis, B Cornélusse 2021 IEEE Madrid PowerTech, 2021 | 13 | 2021 |
| Coordination of operational planning and real-time optimization in microgrids J Dumas, S Dakir, C Liu, B Cornélusse Electric Power Systems Research 190, 106634, 2021 | 11 | 2021 |
| Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies J Dumas, B Cornélusse arXiv preprint arXiv:1901.05052, 2018 | 8 | 2018 |
| The energy return on investment of whole energy systems: application to Belgium J Dumas, A Dubois, P Thiran, P Jacques, F Contino, B Cornélusse, ... Biophysical Economics and Sustainability, 2022 | 7 | 2022 |
| Probabilistic forecasting for sizing in the capacity firming framework J Dumas, B Cornélusse, X Fettweis, A Giannitrapani, S Paoletti, A Vicino 2021 IEEE Madrid PowerTech, 2021 | 6 | 2021 |
| Denoising diffusion probabilistic models for probabilistic energy forecasting EH Capel, J Dumas 2023 IEEE Belgrade PowerTech, 1-6, 2023 | 5 | 2023 |
| Stochastic and deterministic formulations for capacity firming nominations J Dumas, B Cornélusse, A Giannitrapani, S Paoletti, A Vicino 2020 International Conference on Probabilistic Methods Applied to Power …, 2020 | 5 | 2020 |
| Multi-objective near-optimal necessary conditions for multi-sectoral planning A Dubois, J Dumas, P Thiran, G Limpens, D Ernst Applied Energy 350, 121789, 2023 | 4 | 2023 |
| Dynamic sizing of required balancing capacities: the operational approach in France J Dumas, V Terrier, F Bienvenu, S Finet, N Grisey 2023 19th International Conference on the European Energy Market (EEM), 2023 | 1 | 2023 |
| A probabilistic forecast-driven strategy for a risk-aware participation in the capacity firming market: extended version J Dumas, C Cointe, A Wehenkel, A Sutera, X Fettweis, B Cornélusse arXiv preprint arXiv:2105.13801, 2021 | 1 | 2021 |
| Stochastic optimization for unit commitment applied to the security of supply J Dumas arXiv preprint arXiv:2312.05143, 2023 | | 2023 |
| Deep Generative Methods for Producing Forecast Trajectories in Power Systems N Weill, J Dumas arXiv preprint arXiv:2309.15137, 2023 | | 2023 |
| Denoising diffusion probabilistic models for probabilistic energy forecasting E Hernandez Capel, J Dumas arXiv e-prints, arXiv: 2212.02977, 2022 | | 2022 |
| Microgrid management with weather-based forecasting of energy generation, consumption and prices J Dumas arXiv preprint arXiv:2107.01034, 2021 | | 2021 |
| Weather-based forecasting of energy generation, consumption and price for electrical microgrids management J Dumas arXiv preprint arXiv:2107.01034, 2021 | | 2021 |
| Densys school 2021: introduction to point and probabilistic forecasting J Dumas Densys school 2021, 2021 | | 2021 |
Bertrand CornélusseAssistant Professor, Université de LiègeVerified email at ulg.ac.be
