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.
fDate :
3/1/2007 12:00:00 AM
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);
Journal_Title :
Energy Conversion, IEEE Transactions on
DOI :
10.1109/TEC.2006.889605