Macromodel of spatial smoothing in wind farms

被引:39
作者
Li, Pei [1 ]
Banakar, Hadi [1 ]
Keung, Ping-Kwan [1 ]
Far, Hamed Golestani [1 ]
Ooi, Boon-Teck [1 ]
机构
[1] McGill Univ, Dept Elect & Comp Engn, Montreal, PQ H3A 2A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
correlated; frequency fluctuation; penetration; smoothing; spatial filtering; wind farm modeling; wind farms; wind turbine generators (WTGs); uncorrelated;
D O I
10.1109/TEC.2006.889605
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
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).
引用
收藏
页码:119 / 128
页数:10
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