2 papers
cs.NE2024
Noise-Aware Bayesian Optimization Approach for Capacity Planning of the Distributed Energy Resources in an Active Distribution Network
Ruizhe Yang, Zhongkai Yi, Ying Xu +2
The growing penetration of renewable energy sources (RESs) in active distribution networks (ADNs) leads to complex and uncertain operation scenarios, resulting in significant devia…
physics.app-ph2022
Site adaptation with machine learning for a Northern Europe gridded solar radiation product
Sebastian Zainali, Dazhi Yang, Tomas Landelius +1
Gridded global horizontal irradiance (GHI) databases are fundamental for analysing solar energy applications' technical and economic aspects, particularly photovoltaic applications…