Publicaciones en colaboración con investigadores/as de Universidad Carlos III de Madrid (11)

2023

  1. A combination of supervised dimensionality reduction and learning methods to forecast solar radiation

    Applied Intelligence, Vol. 53, Núm. 11, pp. 13053-13066

  2. Improving Solar Radiation Nowcasts by Blending Data-Driven, Satellite-Images-Based and All-Sky-Imagers-Based Models Using Machine Learning Techniques

    Remote Sensing, Vol. 15, Núm. 9

2022

  1. Using a Multi-view Convolutional Neural Network to monitor solar irradiance

    Neural Computing and Applications, Vol. 34, Núm. 13, pp. 10295-10307

2021

  1. Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types

    Applied Soft Computing, Vol. 109

2020

  1. A short-term solar radiation forecasting system for the Iberian Peninsula. Part 1: Models description and performance assessment

    Solar Energy, Vol. 195, pp. 396-412

  2. A short-term solar radiation forecasting system for the Iberian Peninsula. Part 2: Model blending approaches based on machine learning

    Solar Energy, Vol. 195, pp. 685-696

2018

  1. Predicting global irradiance combining forecasting models through machine learning

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2017

  1. Automatic Cloud-Type Classification Based On the Combined Use of a Sky Camera and a Ceilometer

    Journal of Geophysical Research: Atmospheres, Vol. 122, Núm. 20, pp. 11,045-11,061

  2. Exploring the mean-variance portfolio optimization approach for planning wind repowering actions in Spain

    Renewable Energy, Vol. 106, pp. 335-342

  3. Improving the separation of direct and diffuse solar radiation components using machine learning by gradient boosting

    Solar Energy, Vol. 150, pp. 558-569

2016

  1. Optimal management of wind and solar energy resources

    Computers and Operations Research, Vol. 66, pp. 284-291