Jean-François Toubeau
Jean-François Toubeau
PhD in Electrical Engineering, University of Mons
Verified email at umons.ac.be
Title
Cited by
Cited by
Year
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
972018
Medium-term multimarket optimization for virtual power plants: A stochastic-based decision environment
JF Toubeau, Z De Greve, F Vallée
IEEE Transactions on Power Systems 33 (2), 1399-1410, 2017
322017
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
242019
Probabilistic simulation framework for balanced and unbalanced low voltage networks
V Klonari, JF Toubeau, Z De Grève, O Durieux, J Lobry, F Vallée
International Journal of Electrical Power & Energy Systems 82, 439-451, 2016
192016
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
162016
Infliximab trough levels at induction to predict treatment failure during maintenance
C Liefferinckx, C Minsart, JF Toubeau, A Cremer, L Amininejad, ...
Inflammatory bowel diseases 23 (8), 1371-1381, 2017
142017
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
132019
A new formulation of state estimation in distribution systems including demand and generation states
P Rousseaux, JF Toubeau, Z De Greve, F Vallée, M Glavic, T Van Cutsem
2015 IEEE Eindhoven PowerTech, 1-6, 2015
132015
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 Greve, F Vallee, K Bruninx
IEEE Transactions on Power Systems, 2020
122020
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
112017
Probabilistic analysis tool of the voltage profile in low voltage grids
V Klonari, JF Toubeau, Z De Greve, O Durieux, J Lobry, F Vallée
23rd CIRED, 15-18, 2015
112015
Statistical load and generation modelling for long term studies of low voltage networks in presence of sparse smart metering data
JF Toubeau, M Hupez, V Klonari, Z De Grève, F Vallée
IECON 2016-42nd Annual Conference of the IEEE Industrial Electronics Society …, 2016
102016
Probabilistic framework for evaluating droop control of photovoltaic inverters
V Klonari, JF Toubeau, TL Vandoorn, B Meersman, Z De Grève, J Lobry, ...
Electric Power Systems Research 129, 1-9, 2015
92015
A new approach based on the experimental design method for the improvement of the operational efficiency in medium voltage distribution networks
JF Toubeau, F Vallée, Z De Grève, J Lobry
International Journal of Electrical Power & Energy Systems 66, 116-124, 2015
92015
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
72020
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
62021
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
62020
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
62020
Robust voltage control algorithm incorporating model uncertainty impacts
BB Zad, JF Toubeau, J Lobry, F Vallée
IET Generation, Transmission & Distribution 13 (17), 3921-3931, 2019
62019
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
62018
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Articles 1–20