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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 Universidad Pontificia Comillas


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


Proyecto_ACM_2023_05