Title :
Weather pattern classification and relationships with observational wind speed over Iberia
Author :
Pascual, A. ; Valero, F. ; Martin, M.L. ; Sanz, J. ; Luna, M.Y. ; Morata, A.
Author_Institution :
Dipt. Astrofis. y CC. de la Atmosfera, Univ. Complutense de Madrid, Madrid, Spain
Abstract :
The present study is focused on the analysis of the relationships between weather patterns and wind speeds over Iberia. A weather pattern classification is made by applying a multivariate methodology based on principal components to the Atlantic geopotential height field. From such classification, a set of composite plots are illustrated, showing how the different obtained atmospheric patterns have influence over the wind speed behaviour and the wind speed values. Moreover, the relationships between the obtained principal components and the observational local wind speeds are also provided in terms of the wind speed cumulated probability values and the associated curve area values related to the highest and lowest scores of the component´s time series.
Keywords :
pattern classification; principal component analysis; probability; weather forecasting; wind power plants; Atlantic geopotential height field; Iberia; composite plots; multivariate methodology; observational local wind speeds; observational wind speed; principal component analysis; weather pattern classification; wind speed cumulated probability values; composites; daily mean wind speed; geopotential heights; multivariate methods; principal components; probability plots; wavelets;
Conference_Titel :
Intelligent System Application to Power Systems (ISAP), 2011 16th International Conference on
Conference_Location :
Hersonissos
Print_ISBN :
978-1-4577-0807-7
Electronic_ISBN :
978-1-4577-0808-4
DOI :
10.1109/ISAP.2011.6082244