DocumentCode
1153992
Title
Macromodel of Spatial Smoothing in Wind Farms
Author
Li, Pei ; Banakar, Hadi ; Keung, Ping-Kwan ; Far, Hamed Golestani ; Ooi, Boon-Teck
Author_Institution
Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, Que.
Volume
22
Issue
1
fYear
2007
fDate
3/1/2007 12:00:00 AM
Firstpage
119
Lastpage
128
Abstract
Departing from aerodynamics (micromodel), the macromodel begins with the power output of a single wind turbine generator (WTG). The N units of WTGs in a wind farm are characterized by the time delays it takes wind, at average velocity, to traverse the distances separating them. Predictions from simulations are in agreement with recorded wind farm data. Smoothing of high-frequency power components is by a factor close to N-1/2. Smoothing of low-frequency harmonic power components is small because the wind farm is limited in size. A theory, based on Fourier analysis, is presented to explain how the macromodel simultaneously copes with: 1) the high-frequency components of wind velocity (which have poor correlation) even for short distances and 2) the low-frequency components (which have some correlation)
Keywords
aerodynamics; delays; harmonic analysis; turbogenerators; wind turbines; aerodynamics; harmonic power component smoothing; high-frequency power components; spatial smoothing macromodel; time delays; wind farms; wind turbine generators; wind velocity; Aerodynamics; Delay effects; Power generation; Power smoothing; Predictive models; Smoothing methods; Wind energy generation; Wind farms; Wind speed; Wind turbines; Correlated; frequency fluctuation; penetration; smoothing; spatial filtering; uncorrelated; wind farm modeling; wind farms; wind turbine generators (WTGs);
fLanguage
English
Journal_Title
Energy Conversion, IEEE Transactions on
Publisher
ieee
ISSN
0885-8969
Type
jour
DOI
10.1109/TEC.2006.889605
Filename
4106008
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