Fermín Rodríguez

Predicting solar energy generation through artificial neural networks using weather forecasts for microgrid control

Fermín Rodríguez, Alice Fleetwood, Ainhoa Galarza et al. · Renewable Energy · 2018 · 283 citations

Electrical Engineering, Engineering, Intelligent Energy System +13

Very short-term wind power density forecasting through artificial neural networks for microgrid control

Fermín Rodríguez, Ane M. Florez-Tapia, Luis Fontán et al. · Renewable Energy · 2019 · 79 citations

Engineering, Artificial Neural Networks, Smart Grid +8

Using deep learning and meteorological parameters to forecast the photovoltaic generators intra-hour output power interval for smart grid control

Fermín Rodríguez, Ainhoa Galarza, Juan C. Vásquez et al. · Energy · 2021 · 71 citations · Full text

Forecasting Methodology, Engineering, Smart Grid Control +22

Forecasting intra-hour solar photovoltaic energy by assembling wavelet based time-frequency analysis with deep learning neural networks

Fermín Rodríguez, Iñigo Azcárate, Javier Vadillo et al. · International Journal of Electrical Power & Energy Systems · 2021 · 68 citations · Full text

An analysis of different deep learning neural networks for intra-hour solar irradiation forecasting to compute solar photovoltaic generators' energy production

Garazi Etxegarai, Asier López, Naiara Aginako et al. · Energy Sustainable Development/Energy for sustainable development · 2022 · 59 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21