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
812018
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
262017
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
182016
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
172019
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
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
132016
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
122015
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
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
102017
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
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
82019
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
82015
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
82015
Estimating the photovoltaic hosting capacity of a low voltage feeder using smart meters measurements
V Klonari, JF Toubeau, J Lobry, F Vallée
Smart Metering Technology & Services, Intech book, 131-158, 2016
62016
Clustering of photovoltaic generation for the consideration of time changing geographical correlation in probabilistic analysis of low voltage distribution systems
F Vallée, F Moutier, V Klonari, J Toubeau, J Lobry
5th Solar integration workshop, 19-20, 2015
62015
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
42020
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
42018
Probabilistic study of the impact on the network equipment of changing load profiles in modern low voltage grids
JF Toubeau, V Klonari, Z De Grève, J Lobry, F Vallée
presentation in ICREPQ 15, 2015
42015
Optimal allocation process of voltage control devices and operational management of the voltage in distribution systems using the experimental design method
JF Toubeau, J Lobry, F Vallée, Z De Grève
2014 IEEE International Energy Conference (ENERGYCON), 1083-1090, 2014
42014
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, 2021
32021
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