Jérémie Bottieau

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

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

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

Interpretable Probabilistic Forecasting of Imbalances in Renewable-Dominated Electricity Systems

Jean‐François Toubeau, Jérémie Bottieau, Yi Wang et al. · IEEE Transactions on Sustainable Energy · 2021 · 52 citations

Probabilistic Forecasting, Engineering, Machine Learning +14

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

Zacharie De Grève, Jérémie Bottieau, David Vangulick et al. · Energies · 2020 · 42 citations · Full text

Engineering, Sustainable Development, Renewable Energy Communities +21