Examination of persistence properties of wind speed records using detrended fluctuation analysis

Wind speed is one the most important variables of the wind phenomena. Thus, it is important to investigate the main temporal and spatial characteristics of the wind speed to benefit greatly from its power. In this study a systematic analysis used in detecting long-term correlations, known as detrend...

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Bibliographic Details
Published in:Energy (Oxford) 2009-11, Vol.34 (11), p.1980-1985
Main Author: KOCAK, Kasim
Format: Article
Language:English
Subjects:
Applied sciences
Detrended fluctuation analysis
Energy
Exact sciences and technology
Long-term correlation
Natural energy
Turkey
Wind energy
Wind speed
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Summary:Wind speed is one the most important variables of the wind phenomena. Thus, it is important to investigate the main temporal and spatial characteristics of the wind speed to benefit greatly from its power. In this study a systematic analysis used in detecting long-term correlations, known as detrended fluctuation analysis (DFA), is applied to wind speed data from 20 wind generation stations located at the northwestern part of Turkey. The analysis revealed that all of the wind speed records have a crossover in the scaling exponent ( α). At long time scales, the data exhibit long-range correlation around α∼0.87. No meaningful relationships between the scaling exponents and some topographic properties (elevation and distance from the sea) of the observation stations are observed, i.e. all of the wind records gave almost similar scaling exponents regardless of their topographic properties.
ISSN:0360-5442
DOI:10.1016/j.energy.2009.08.006