Jean‐François Toubeau

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

Jean‐François Toubeau, Jérémie Bottieau, François Vallée et al. · IEEE Transactions on Power Systems · 2018 · 209 citations

Forecasting Methodology, Engineering, Machine Learning +20

Wasserstein distributionally robust chance-constrained optimization for energy and reserve dispatch: An exact and physically-bounded formulation

Adriano Arrigo, Christos Ordoudis, Jalal Kazempour et al. · European Journal of Operational Research · 2021 · 98 citations

Mathematical Programming, Unit Commitment, Engineering +11

Data-Driven Scheduling of Energy Storage in Day-Ahead Energy and Reserve Markets With Probabilistic Guarantees on Real-Time Delivery

Jean‐François Toubeau, Jérémie Bottieau, Zacharie De Greeve et al. · IEEE Transactions on Power Systems · 2020 · 96 citations · Full text

Mathematical Programming, Engineering, Energy Efficiency +19

Day-Ahead and Intraday Dispatch of an Integrated Biomass-Concentrated Solar System: A Multi-Objective Risk-Controlling Approach

Hooman Khaloie, François Vallée, Chun Sing Lai et al. · IEEE Transactions on Power Systems · 2021 · 79 citations · Full text

Distributed Energy System, Engineering, Energy Efficiency +21

Very-Short-Term Probabilistic Forecasting for a Risk-Aware Participation in the Single Price Imbalance Settlement

Jérémie Bottieau, Louis Hubert, Zacharie De Grève et al. · IEEE Transactions on Power Systems · 2019 · 76 citations

Forecasting Methodology, Engineering, Machine Learning +25