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 |