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Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential

With wind power providing an increasing amount of electricity worldwide, the quantification of its spatio-temporal variations and the related uncertainty is crucial for energy planners and policy-makers. Here, we propose a methodological framework which (1) uses machine learning to reconstruct a spa...

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Detalles Bibliográficos
Autores principales: Amato, Federico, Guignard, Fabian, Walch, Alina, Mohajeri, Nahid, Scartezzini, Jean-Louis, Kanevski, Mikhail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463360/
https://www.ncbi.nlm.nih.gov/pubmed/36101650
http://dx.doi.org/10.1007/s00477-022-02219-w