L. Prieto-Godino

Multi-task learning for the prediction of wind power ramp events with deep neural networks

Manuel Dorado-Moreno, Nicolò Navarin, Pedro Antonio Gutiérrez et al. · Neural Networks · 2020 · 87 citations

Deep Neural Networks, Engineering, Machine Learning +10

Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives

Javier Del Ser, David Casillas-Pérez, L. Cornejo-Bueno et al. · Applied Soft Computing · 2022 · 63 citations

New Results, Engineering, Machine Learning +9

Mesh generation, sizing and convergence for onshore and offshore wind farm Atmospheric Boundary Layer flow simulation with actuator discs

Abel Gargallo‐Peiró, Matías Ávila, Herbert Owen et al. · Journal of Computational Physics · 2018 · 29 citations · Full text

A hierarchical classification/regression algorithm for improving extreme wind speed events prediction

César Peláez-Rodríguez, Jorge Pérez‐Aracil, Dušan Fister et al. · Renewable Energy · 2022 · 25 citations

Meteorology, Probabilistic Forecasting, Engineering +10

Improving the prediction of extreme wind speed events with generative data augmentation techniques

M. Vega-Bayo, Jorge Pérez‐Aracil, L. Prieto-Godino et al. · Renewable Energy · 2023 · 22 citations

Meteorology, Data Augmentation, Numerical Weather Prediction +8