Jean-François Toubeau

Improved day-ahead predictions of load and renewable generation by optimally exploiting multi-scale dependencies

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2017, 2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia).

Sizing of underwater gravity storage with solid weights participating in electricity markets

Jean-François Toubeau, François Vallée, Chloé Ponsart, 2020 .

Deep Learning-Based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2019, IEEE Transactions on Power Systems.

Optimal Power Flow Under Uncertainty: An Extensive Out-of-Sample Analysis

Jean-François Toubeau, François Vallée, Zacharie De Grève, 2019, 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe).

Machine Learning Techniques for Improving Self-Consumption in Renewable Energy Communities

David Vangulick, Jean-François Toubeau, François Vallée, 2020 .

An advanced day-ahead bidding strategy for wind power producers considering confidence level on the real-time reserve provision

Zacharie De Greve, Jean-François Toubeau, François Vallée, 2020 .

Leveraging provision of frequency regulation services from wind generation by improving day-ahead predictions using LSTM neural networks

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2018, 2018 IEEE International Energy Conference (ENERGYCON).

A New Cooperative Framework for a Fair and Cost-Optimal Allocation of Resources within a Low Voltage Electricity Community pdf

Jean-François Toubeau, François Vallée, Zacharie De Grève, 2020, ArXiv.

Robust voltage control algorithm incorporating model uncertainty impacts

Jacques Lobry, Jean-François Toubeau, François Vallée, 2019, IET Generation, Transmission & Distribution.

Recalibration of recurrent neural networks for short-term wind power forecasting

Jean-François Toubeau, Jérémie Bottieau, François Vallée, 2021 .

Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants

Nouredine Melab, Jan Gmys, Daniel Tuyttens, 2019, 2019 International Conference on High Performance Computing & Simulation (HPCS).