Publicaciones en colaboración con investigadores/as de Universidad Carlos III de Madrid (13)

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

  2. Wind and Turbulence Statistics in the Urban Boundary Layer over a Mountain–Valley System in Granada, Spain

    Remote Sensing, Vol. 14, Núm. 10

2021

  1. Active commuting to school among 36,781 Spanish children and adolescents: A temporal trend study

    Scandinavian Journal of Medicine and Science in Sports, Vol. 31, Núm. 4, pp. 914-924

  2. 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

2016

  1. EARLINET instrument intercomparison campaigns: Overview on strategy and results

    Atmospheric Measurement Techniques, Vol. 9, Núm. 3, pp. 1001-1023

  2. Optimal management of wind and solar energy resources

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