| Deep learning-based multivariate probabilistic forecasting for short-term scheduling in power markets JF Toubeau, J Bottieau, F Vallée, Z De Grève IEEE Transactions on Power Systems 34 (2), 1203-1215, 2018 | 234 | 2018 |
| Data-driven scheduling of energy storage in day-ahead energy and reserve markets with probabilistic guarantees on real-time delivery JF Toubeau, J Bottieau, Z De Grève, F Vallée, K Bruninx IEEE Transactions on Power Systems 36 (4), 2815-2828, 2020 | 93 | 2020 |
| Wasserstein distributionally robust chance-constrained optimization for energy and reserve dispatch: An exact and physically-bounded formulation A Arrigo, C Ordoudis, J Kazempour, Z De Grève, JF Toubeau, F Vallée European Journal of Operational Research 296 (1), 304-322, 2022 | 88 | 2022 |
| Very-short-term probabilistic forecasting for a risk-aware participation in the single price imbalance settlement J Bottieau, L Hubert, Z De Grève, F Vallée, JF Toubeau IEEE Transactions on Power Systems 35 (2), 1218-1230, 2019 | 80 | 2019 |
| A new cooperative framework for a fair and cost-optimal allocation of resources within a low voltage electricity community M Hupez, JF Toubeau, Z De Grève, F Vallée IEEE Transactions on Smart Grid 12 (3), 2201-2211, 2020 | 75 | 2020 |
| Day-ahead and intraday dispatch of an integrated biomass-concentrated solar system: A multi-objective risk-controlling approach H Khaloie, F Vallée, CS Lai, JF Toubeau, ND Hatziargyriou IEEE Transactions on Power Systems 37 (1), 701-714, 2021 | 70 | 2021 |
| Medium-term multimarket optimization for virtual power plants: A stochastic-based decision environment JF Toubeau, Z De Grève, F Vallée IEEE Transactions on Power Systems 33 (2), 1399-1410, 2017 | 70 | 2017 |
| Interpretable probabilistic forecasting of imbalances in renewable-dominated electricity systems JF Toubeau, J Bottieau, Y Wang, F Vallée IEEE Transactions on Sustainable Energy 13 (2), 1267-1277, 2021 | 54 | 2021 |
| Chance-constrained scheduling of underground pumped hydro energy storage in presence of model uncertainties JF Toubeau, Z De Grève, P Goderniaux, F Vallée, K Bruninx IEEE Transactions on Sustainable Energy 11 (3), 1516-1527, 2019 | 41 | 2019 |
| Recalibration of recurrent neural networks for short-term wind power forecasting JF Toubeau, PD Dapoz, J Bottieau, A Wautier, Z De Greve, F Vallée Electric Power Systems Research 190, 106639, 2021 | 39 | 2021 |
| Machine learning techniques for improving self-consumption in renewable energy communities ZD Grève, J Bottieau, D Vangulick, A Wautier, PD Dapoz, A Arrigo, ... Energies 13 (18), 4892, 2020 | 39 | 2020 |
| An advanced day-ahead bidding strategy for wind power producers considering confidence level on the real-time reserve provision SA Hosseini, JF Toubeau, Z De Greve, F Vallée Applied energy 280, 115973, 2020 | 38 | 2020 |
| Deep reinforcement learning-based voltage control to deal with model uncertainties in distribution networks JF Toubeau, B Bakhshideh Zad, M Hupez, Z De Grève, F Vallée Energies 13 (15), 3928, 2020 | 37 | 2020 |
| Machine learning-assisted outage planning for maintenance activities in power systems with renewables JF Toubeau, L Pardoen, L Hubert, N Marenne, J Sprooten, Z De Grève, ... Energy 238, 121993, 2022 | 36 | 2022 |
| Capturing spatio-temporal dependencies in the probabilistic forecasting of distribution locational marginal prices JF Toubeau, T Morstyn, J Bottieau, K Zheng, D Apostolopoulou, ... IEEE Transactions on Smart Grid 12 (3), 2663-2674, 2020 | 36 | 2020 |
| An innovative coalitional trading model for a biomass power plant paired with green energy resources H Khaloie, JF Toubeau, F Vallée, CS Lai, LL Lai IEEE Transactions on Sustainable Energy 13 (2), 892-904, 2021 | 29 | 2021 |
| Photovoltaic integration in smart city power distribution: A probabilistic photovoltaic hosting capacity assessment based on smart metering data V Klonari, JF Toubeau, J Lobry, F Vallée 2016 5th International Conference on Smart Cities and Green ICT Systems …, 2016 | 29 | 2016 |
| Privacy-preserving probabilistic voltage forecasting in local energy communities JF Toubeau, F Teng, T Morstyn, L Von Krannichfeldt, Y Wang IEEE Transactions on Smart Grid 14 (1), 798-809, 2022 | 28 | 2022 |
| Offering and bidding for a wind producer paired with battery and CAES units considering battery degradation H Khaloie, A Anvari-Moghaddam, J Contreras, JF Toubeau, P Siano, ... International Journal of Electrical Power & Energy Systems 136, 107685, 2022 | 28 | 2022 |
| Interpretable transformer model for capturing regime switching effects of real-time electricity prices J Bottieau, Y Wang, Z De Grève, F Vallée, JF Toubeau IEEE Transactions on Power Systems 38 (3), 2162-2176, 2022 | 26 | 2022 |
Zacharie De GreveUniversity of Mons - Faculty of EngineeringE-mail megerősítve itt: umons.ac.be
