16 citations · 16 across the 2 of their papers we have counts for
2 papers
cs.LG2025
DemandCast: Global hourly electricity demand forecasting
Kevin Steijn, Vamsi Priya Goli, Enrico Antonini
This paper presents a machine learning framework for electricity demand forecasting across diverse geographical regions using the gradient boosting algorithm XGBoost. The model int…
math.OC2021★ 16 cited
Optimizing wind farms layouts for maximum energy production using probabilistic inference: Benchmarking reveals superior computational efficiency and scalability
Aditya Dhoot, Enrico G. A. Antonini, David A. Romero +1
Successful development of wind farms relies on the optimal siting of wind turbines to maximize the power capacity under stochastic wind conditions and wake losses caused by neighbo…