Profil

Bottieau Jérémie

Université de Mons - UMONS > Faculté Polytechnique > Service de Génie Electrique

Université de Mons - UMONS > Faculté Polytechnique > Génie Electrique

ORCID
0000-0003-1268-5142
Principaux co-auteurs référencés
TOUBEAU, Jean-François  (19)
VALLEE, François  (18)
DE GREVE, Zacharie  (16)
Bruninx, Kenneth (3)
Wang, Yi (3)
Principaux mots-clés référencés
Electrical and Electronic Engineering (2); Energy Engineering and Power Technology (2); Multi-horizon forecasting (2); Analytical models (1); Attention mechanism (1);
Principales disciplines référencées
Ingénierie électrique & électronique (18)
Energie (1)

La plus téléchargée
194 téléchargements
Toubeau, J.-F., Bottieau, J., Vallée, F., & De Grève, Z. (20 February 2019). Deep Learning-based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets. IEEE Transactions on Power Systems, 34 (2), 1203-1215. doi:10.1109/TPWRS.2018.2870041 https://hdl.handle.net/20.500.12907/31296

La plus citée

150 citations (Scopus®)

Toubeau, J.-F., Bottieau, J., Vallée, F., & De Grève, Z. (20 February 2019). Deep Learning-based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets. IEEE Transactions on Power Systems, 34 (2), 1203-1215. doi:10.1109/TPWRS.2018.2870041 https://hdl.handle.net/20.500.12907/31296

Smets, R., Bruninx, K., Bottieau, J., Toubeau, J.-F., & Delarue, E. (2023). Strategic Implicit Balancing with Energy Storage Systems via Stochastic Model Predictive Control. IEEE Transactions on Energy Markets, Policy and Regulation, 1-14. doi:10.1109/tempr.2023.3267552
Peer reviewed

Bottieau, J., De Grève, Z., Piraux, T., Dubois, A., Vallée, F., & Toubeau, J.-F. (November 2022). A cross-learning approach for cold-start forecasting of residential photovoltaic generation. Electric Power Systems Research, 212, 108415. doi:10.1016/j.epsr.2022.108415
Peer reviewed vérifié par ORBi

Toubeau, J.-F., Bottieau, J., Wang, Y., & Vallée, F. (23 April 2022). Interpretable Probabilistic Forecasting of Imbalances in Renewable-Dominated Electricity Systems. IEEE Transactions on Sustainable Energy, 13 (2), 1267-1277.
Peer reviewed vérifié par ORBi

Bottieau, J., De Grève, Z., Vallée, F., & Toubeau, J.-F. (2022). Interpréter les prédictions de séries temporelles obtenues à l'aide d'un modèle de type Transformer : une étude portant sur les prix de déséquilibre des marchés de l'électricité [Paper presentation]. 33ème Conférence Internationale Francophone sur l'Interaction Humain-Machine, IHM 2022, Namur, Belgium.

Bottieau, J., De Grève, Z., Piraux, T., Dubois, A., Vallée, F., & Toubeau, J.-F. (2022). A Cross-Learning Approach for Cold-Start Forecasting of Residential Photovoltaic Generation [Paper presentation]. 22nd IEEE Power Systems Computation Conference, PSCC 2022, Porto, Portugal.

Liefferinckx, C., Bottieau, J., Toubeau, J.-F., Thomas, D., Rahier, J.-F., Louis, E., Baert, F., Dewint, P., Pouillon, L., Lambrecht, G., Vallée, F., Vermeire, S., Bossuyt, P., & Franchimont, D. (10 February 2022). Collecting New Peak and Intermediate Infliximab Levels to Predict Remission in Inflammatory Bowel Diseases. Inflammatory Bowel Diseases, 28 (2), 208-217.
Peer reviewed vérifié par ORBi

Bottieau, J., Wang, Y., De Grève, Z., Vallée, F., & Toubeau, J.-F. (2022). Interpretable Transformer Model for Capturing Regime Switching Effects of Real-Time Electricity prices. IEEE Transactions on Power Systems, 1-14. doi:10.1109/TPWRS.2022.3195970
Peer reviewed vérifié par ORBi

Bottieau, J., Bruninx, K., Sanjab, A., De Grève, Z., Vallée, F., & Toubeau, J.-F. (11 December 2021). Automatic Risk Adjustment for Profit Maximization in Renewable Dominated Short-Term Electricity Markets. International Transactions on Electrical Energy Systems, e1352.
Peer reviewed

Bottieau, J., Arrigo, A., De Grève, Z., Vallée, F., & Toubeau, J.-F. (2021). A Distributionally Robust Framework for Improving the Provision of Passive Balancing Services [Paper presentation]. IEEE PowerTech 2021 International Conference, POWERTECH 2021, Madrid, Spain.

Toubeau, J.-F., Bottieau, J., De Grève, Z., Vallée, F., & Bruninx, K. (24 June 2021). Data-Driven Scheduling of Energy Storage in Day-Ahead Energy and Reserve Markets with Probabilistic Guarantees on Real-Time Delivery. IEEE Transactions on Power Systems, 36 (4), 2815-2828.
Peer reviewed vérifié par ORBi

Toubeau, J.-F., Morstyn, T., Bottieau, J., Zheng, K., Apostolopoulou, D., De Grève, Z., Wang, Y., & Vallée, F. (26 April 2021). Capturing Spatio-Temporal Dependencies in the Probabilistic Forecasting of Distribution Locational Marginal Prices. IEEE Transactions on Smart Grid, 12 (3), 2663-2674.
Peer reviewed vérifié par ORBi

Toubeau, J.-F., Dapoz, P.-D., Bottieau, J., Wautier, A., De Grève, Z., & Vallée, F. (01 January 2021). Recalibration of Recurrent Neural Networks for Short-Term Wind Power Forecasting. Electric Power Systems Research, 190 (January 2021), 1-7. doi:10.1016/j.epsr.2020.106639
Peer reviewed vérifié par ORBi

De Grève, Z., Bottieau, J., Vangulick (ORES), D., Wautier, A., Dapoz, P.-D., Arrigo, A., Toubeau, J.-F., & Vallée, F. (18 September 2020). Machine Learning Techniques for Improving Self-Consumption in Renewable Energy Communities. Energies, 13 (18), 4892-4909.
Peer reviewed vérifié par ORBi

Bottieau, J., Hubert, L., De Grève, Z., Vallée, F., & Toubeau, J.-F. (26 February 2020). Very Short-Term Probabilistic Forecasting for a Risk-Aware Participation in the Single Price Imbalance Settlement. IEEE Transactions on Power Systems, 35 (2), 1218-1230. doi:10.1109/TPWRS.2019.2940756
Peer reviewed vérifié par ORBi

Toubeau, J.-F., Iassinovski, S., Jean, E., Parfait, J.-Y., Bottieau, J., De Grève, Z., & Vallée, F. (05 November 2019). A Nonlinear Hybrid Approach for the Scheduling of Merchant Underground Pumped Hydro Energy Storage. IET Generation, Transmission and Distribution, 13 (21), 4798-4808. doi:10.1049/iet-gtd.2019.0204
Peer reviewed vérifié par ORBi

Toubeau, J.-F., Bottieau, J., Vallée, F., & De Grève, Z. (20 February 2019). Deep Learning-based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets. IEEE Transactions on Power Systems, 34 (2), 1203-1215. doi:10.1109/TPWRS.2018.2870041
Peer reviewed vérifié par ORBi

Bottieau, J., Vallée, F., De Grève, Z., & Toubeau, J.-F. (2018). Leveraging Provision of Frequency Regulation Services from Wind Generation by Improving Day-Ahead Predictions using LSTM Neural Networks [Paper presentation]. IEEE International Energy Conference, ENERGYCON 2018, Limassol, Cyprus.

Bottieau, J., De Grève, Z., Vallée, F., & Toubeau, J.-F. (2018). Fostering the Participation of Battery Storage Systems in the Real-Time Balancing of Electrical Grids [Paper presentation]. 9th IEEE Young Researchers Symposium in Electrical Power Engineering, YRS 2018, Brussels, Belgium.

Toubeau, J.-F., Bottieau, J., Vallée, F., & De Grève, Z. (2017). Improved Day-Ahead Predictions of Load and Renewable Generation by Optimally Exploiting Multi-Scale Dependencies [Paper presentation]. IEEE Conference on Innovative Smart Grids Technologies (ISGT Asia 2017), Auckland, New Zealand.

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