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Project information

Analysis and prediction of offshore wind farm generation using machine learning techniques

A. Muñoz J. Portela E.F. Sánchez-Úbeda E. Insunza-Díaz

June 2023 - May 2024

Funding entity Comillas


The objective of this research is twofold. On the one hand, meteorological data as well as wind turbine data will be analyzed. On the other hand, power generation prediction models will be created using different AI algorithms. For the study, wind data from the Alpha Ventus wind farm off the coast of Hamburg will be used. Finally, the prediction results using different algorithms will be compared.


Proyecto_ACM_2023_05