33 citations · 45 across the 3 of their papers we have counts for
4 papers
Nearest Neighbor Functional Curve Completion for Intraday Probabilistic Revisions of Renewable Generation Forecasts
Guillermo Terrén-Serrano, Michael Ludkovski
We propose a nonparametric approach that fuses deterministic initial forecasts and a partial realization into a probabilistic forecast using the framework of functional curve compl…
A multi-model framework for identifying affordable low-carbon electricity pathways for India under uncertainty
Guillermo Terrén-Serrano, Ranjit Deshmukh, Srihari Dukkipati +4
To meet climate goals, countries must decarbonize their electricity systems. Yet, uncertainty in future technology costs, electricity demand, and renewable energy generation compli…
Extreme Scenario Selection in Day-Ahead Power Grid Operational Planning
Guillermo Terrén-Serrano, Michael Ludkovski
We propose and analyze the application of statistical functional depth metrics for the selection of extreme scenarios in day-ahead grid planning. Our primary motivation is screenin…
Girasol, a Sky Imaging and Global Solar Irradiance Dataset
Guillermo Terrén-Serrano, Adnan Bashir, Trilce Estrada +1
The energy available in Micro Grid (MG) that is powered by solar energy is tightly related to the weather conditions in the moment of generation. Very short-term forecast of solar…