| 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 | 228 | 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 | 83 | 2020 |
| 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 | 79 | 2019 |
| 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 | 51 | 2021 |
| 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 |
| 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 |
| 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 | 24 | 2022 |
| Non‐linear hybrid approach for the scheduling of merchant underground pumped hydro energy storage JF Toubeau, S Iassinovski, E Jean, JY Parfait, J Bottieau, Z De Grève, ... IET Generation, Transmission & Distribution 13 (21), 4798-4808, 2019 | 15 | 2019 |
| Improved day-ahead predictions of load and renewable generation by optimally exploiting multi-scale dependencies JF Toubeau, J Bottieau, F Vallée, Z De Grève 2017 IEEE Innovative Smart Grid Technologies-Asia (ISGT-Asia), 1-5, 2017 | 15 | 2017 |
| Strategic Implicit Balancing with Energy Storage Systems via Stochastic Model Predictive Control R Smets, K Bruninx, J Bottieau, JF Toubeau, E Delarue IEEE Transactions on Energy Markets, Policy and Regulation 1 (4), 373-385, 2023 | 12 | 2023 |
| Leveraging provision of frequency regulation services from wind generation by improving day-ahead predictions using LSTM neural networks J Bottieau, F Vallée, Z De Grève, JF Toubeau 2018 IEEE International Energy Conference (ENERGYCON), 1-6, 2018 | 12 | 2018 |
| A cross-learning approach for cold-start forecasting of residential photovoltaic generation J Bottieau, Z De Grève, T Piraux, A Dubois, F Vallée, JF Toubeau Electric power systems research 212, 108415, 2022 | 11 | 2022 |
| Collecting new peak and intermediate infliximab levels to predict remission in inflammatory bowel diseases C Liefferinckx, J Bottieau, JF Toubeau, D Thomas, JF Rahier, E Louis, ... Inflammatory bowel diseases 28 (2), 208-217, 2022 | 9 | 2022 |
| Automatic risk adjustment for profit maximization in renewable dominated short‐term electricity markets J Bottieau, K Bruninx, A Sanjab, Z De Grève, F Vallée, JF Toubeau International Transactions on Electrical Energy Systems 31 (12), e13152, 2021 | 8 | 2021 |
| Zacharie De Grève, François Vallée, and Jean François Toubeau. 2020. Very-Short-Term Probabilistic Forecasting for a Risk-Aware Participation in the Single Price Imbalance … J Bottieau, L Hubert IEEE Transactions on Power Systems 35 (3), 2020 | 6 | 2020 |
| Predictive models assessing the response to ustekinumab highlight the value of therapeutic drug monitoring in Crohn’s disease C Liefferinckx, A Hubert, D Thomas, J Bottieau, C Minsart, A Cremer, ... Digestive and Liver Disease 55 (3), 366-372, 2023 | 4 | 2023 |
| Machine Learning for Risk-Aware Decision-Making in Short-Term Electricity Markets J Bottieau, PM Wuilpart, CPJ Kazempour, PF Teng, P Vingerhoets, ... UMons, 2022 | 1 | 2022 |
| Logic-Based Explanations of Imbalance Price Forecasts using Boosted Trees J Bottieau, G Audemard, S Bellart, JM Lagniez, P Marquis, N Szczepanski, ... | 1 | |
| A forecast-driven stochastic optimization method for proactive activation of manual reserves J Allard, A Arrigo, J Bottieau, G Bertrand, Z De Grève, F Vallée Electric Power Systems Research 235, 110804, 2024 | | 2024 |
Jean-François ToubeauPhD in Electrical Engineering, The University of Hong Kong在 hku.hk 的电子邮件经过验证
