Publicaciones (81) Publicaciones de ANTONIO DAVID POZO VÁZQUEZ

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

  3. SOWISP—A retrospective high spatial and temporal resolution database of the installed wind and solar PV power in Spain

    Solar Energy

2022

  1. Meteorological assessment of coupled wind–solar power generation regimes in Spain

    Complementarity of Variable Renewable Energy Sources (Elsevier), pp. 215-243

  2. Teaching about complementarity - proposal of classes for university students - including exercises

    Complementarity of Variable Renewable Energy Sources (Elsevier), pp. 687-713

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

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

2021

  1. Assessment of new solar radiation nowcasting methods based on sky-camera and satellite imagery

    Applied Energy, Vol. 292

  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. Analysis of the intra-day solar resource variability in the Iberian Peninsula

    Solar Energy, Vol. 171, pp. 374-387

  2. 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. A new methodology for PBL height estimations based on lidar depolarization measurements: Analysis and comparison against MWR and WRF model-based results

    Atmospheric Chemistry and Physics, Vol. 17, Núm. 11, pp. 6839-6851

  2. 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

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

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

  4. Exploring the meteorological potential for planning a high performance European electricity super-grid: Optimal power capacity distribution among countries

    Environmental Research Letters, Vol. 12, Núm. 11

  5. Short-term solar radiation forecasting by advecting and diffusing MSG cloud index

    Solar Energy, Vol. 155, pp. 1092-1103

  6. The value of day-ahead forecasting for photovoltaics in the Spanish electricity market

    Solar Energy, Vol. 158, pp. 140-146

2016

  1. Assessing the surface solar radiation budget in the WRF model: A spatiotemporal analysis of the bias and its causes

    Monthly Weather Review, Vol. 144, Núm. 2, pp. 703-711

  2. Bias induced by the AOD representation time scale in long-term solar radiation calculations. Part 1: Sensitivity of the AOD distribution to the representation time scale

    Solar Energy, Vol. 137, pp. 608-620