Relationship between wind power production and North Atlantic atmospheric circulation over the northeastern Iberian Peninsula

被引:0
|
作者
E. García-Bustamante
J. F. González-Rouco
J. Navarro
E. Xoplaki
J. Luterbacher
P. A. Jiménez
J. P. Montávez
A. Hidalgo
E. E. Lucio-Eceiza
机构
[1] Justus-Liebig University of Giessen,Climatology, Climate Dynamics and Climate Change, Department of Geography
[2] Universidad Complutense de Madrid,Departamento de Astrofísica y CC. de la Atmósfera
[3] CIEMAT,Departamento de Energías Renovables
[4] Universidad de Murcia,Departamento de Física
来源
Climate Dynamics | 2013年 / 40卷
关键词
Wind power; Wind; Linearity; Statistical downscaling; Methodological sensitivity; Long-term variability; Iberian Peninsula;
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学科分类号
摘要
The wind power generated during winter months 1999–2003 at several wind farms in the northeastern Iberian Peninsula is investigated through the application of a statistical downscaling. This allows for an improved understanding of the wind power variability and its relationship to the large scale atmospheric circulation. It is found that 97 % of the variability of this non-climatic variable is connected to changes in the atmospheric circulation. The methodological uncertainty associated with multiple configurations of the statistical downscaling method replicates well the observed variability of the wind power, an indication of the robustness of the methodology to changes in the model set up. In addition, the use of the statistical model is extended out of the observational period providing an estimation of the long-term variability of wind power throughout the twentieth century. The extended wind power reconstruction shows large inter-annual and multidecadal variability. Alternative approaches to calibrate the empirical downscaling model using actual wind power observations have also been investigated. They involve the estimation of wind power changes from downscaled wind values and make use of several transfer functions based on the linearity between wind and wind energy. The performance of the latter approaches is similar to the direct downscaling of wind power and may allow wind power production estimations even in the absence of historical wind turbine records. These results can be of great interest for deriving medium/long term impact-oriented energy assessments, especially when wind power observations are missing as well as in the context of climate change scenarios.
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页码:935 / 949
页数:14
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