Photovoltaic Energy Production Forecasting in a Short Term Horizon: Comparison between Analytical and Machine Learning Models
Etxegarai, Garazi, Zapirain, Irati, Camblong, Haritza, Ugartemendia, Juanjo, Hernandez, Juan, Curea, Octavian
Published in Applied sciences (01.12.2022)
Published in Applied sciences (01.12.2022)
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Journal Article
Short-term electricity consumption forecasting with NARX, LSTM, and SVR for a single building: small data set approach
Zapirain, Irati, Etxegarai, Garazi, Hernández, Juan, Boussaada, Zina, Aginako, Naiara, Camblong, Haritza
Published in Energy sources. Part A, Recovery, utilization, and environmental effects (14.09.2022)
Published in Energy sources. Part A, Recovery, utilization, and environmental effects (14.09.2022)
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Journal Article
Photovoltaic power forecast for the next 24 hours with an analytical model and a FFNN model
Azkarategi, Garazi Etxegarai, Zapirain Zuazo, Irati, Ruiz, Haritza Camblong, Hernandez, Juan, Ugartemendia, Juan Jose, Curea, Octavian
Published in 2022 IEEE International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM) (26.10.2022)
Published in 2022 IEEE International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM) (26.10.2022)
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Conference Proceeding
Short-Term Load Forecasting of building electricity consumption using NARX Neural Networks model
Zuazo, Irati Zapirain, Boussaada, Zina, Aginako, Naiara, Curea, Octavian, Camblong, Haritza, Sierra, Basilio
Published in 2021 6th International Conference on Smart and Sustainable Technologies (SpliTech) (08.09.2021)
Published in 2021 6th International Conference on Smart and Sustainable Technologies (SpliTech) (08.09.2021)
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Conference Proceeding