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Favaro Pietro

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

ORCID
0009-0002-0782-4494
Main Referenced Co-authors
TOUBEAU, Jean-François  (6)
VALLEE, François  (6)
Bruno François (1)
Dolanyi, Mihaly  (1)
DUPONT, Chloé  (1)
Main Referenced Keywords
Electrical and Electronic Engineering (2); Building and Construction (1); Civil and Structural Engineering (1); Day-ahead scheduling (1); Decision_Focused Learning (1);
Main Referenced Disciplines
Energy (7)
Electrical & electronics engineering (1)

Publications (total 8)

The most downloaded
81 downloads
Favaro, P., Dolanyi, M., Vallée, F., & Toubeau, J.-F. (February 2024). Neural network informed day-ahead scheduling of pumped hydro energy storage. Energy, 289, 129999. doi:10.1016/j.energy.2023.129999 https://hdl.handle.net/20.500.12907/47357

The most cited

6 citations (OpenAlex)

Favaro, P., Dolanyi, M., Vallée, F., & Toubeau, J.-F. (February 2024). Neural network informed day-ahead scheduling of pumped hydro energy storage. Energy, 289, 129999. doi:10.1016/j.energy.2023.129999 https://hdl.handle.net/20.500.12907/47357

Favaro, P.* , Gobert, M.* , & Toubeau, J.-F. (December 2024). Multi-fidelity optimization for the day-ahead scheduling of Pumped Hydro Energy Storage. Journal of Energy Storage, 103, 114096. doi:10.1016/j.est.2024.114096
Peer Reviewed verified by ORBi
* These authors have contributed equally to this work.

Dupont, C., Favaro, P., Vallée, F., Bruno François, & Toubeau, J.-F. (01 August 2024). Decision-Focused Learning for Optimized Participation of an Industrial Consumer in Energy-Only and Reserve Markets [Paper presentation]. Conference IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE 2024 ), Dubrovnik, Croatia.

Favaro, P., Dolanyi, M., Vallée, F., & Toubeau, J.-F. (February 2024). Neural network informed day-ahead scheduling of pumped hydro energy storage. Energy, 289, 129999. doi:10.1016/j.energy.2023.129999
Peer Reviewed verified by ORBi

Favaro, P., Toubeau, J.-F., & Vallée, F. (14 July 2023). Machine Learning Informed Optimisation: Application to Pumped Hydro Energy Storage [Poster presentation]. ACP Summer School 2023: Machine Learning for Constraint Optimization, Leuven, Belgium.

Favaro, P., Toubeau, J.-F., & Vallée, F. (10 November 2022). Day-ahead scheduling of Pumped-Hydro Energy Storage using machine learning informed optimization [Poster presentation]. SNIPPET Summer School.

Favaro, P., Toubeau, J.-F., & Vallée, F. (06 September 2022). Neural-network constrained optimization applied to Pumped-Hydro Energy Storage [Poster presentation]. Mardi des chercheurs, Mons, Belgium.

Favaro, P. (2022). Machine Learning Informed Optimization Applied to Pumped Hydro Energy Storage [Master’s dissertation, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/48519

Favaro, P., Vallée, F., & Toubeau, J.-F. (July 2022). Embedding machine learning models in the scheduling problem of pumped hydro energy storage [Paper presentation]. European Conference on Operational Research, Espoo, Finland.
Editorial reviewed

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