DocumentCode
88237
Title
An Analytical Solution for Wind Farm Power Output
Author
Shi, Libao B. ; Weng, Zhen X. ; Yao, Liang Z. ; Ni, Yi X.
Author_Institution
Grad. Sch. at Shenzhen, Tsinghua Univ., Shenzhen, China
Volume
29
Issue
6
fYear
2014
fDate
Nov. 2014
Firstpage
3122
Lastpage
3123
Abstract
An ad-hoc probabilistic analytical solution for modeling wind farm power output is proposed in this letter. In accordance with the unit impulse function described in signals and systems engineering, and combined with the output power versus wind speed curve with wake effect consideration and the wind speed probability density function (PDF), the PDF of wind farm power output is deduced analytically. The comparisons with Monte Carlo method are given to demonstrate the validity of the proposed model.
Keywords
Monte Carlo methods; wind power plants; Monte Carlo method; PDF; ad-hoc probabilistic analytical solution; probability density function; systems engineering; unit impulse function; wind farm power output modeling; wind speed curve; Analytical models; Monte Carlo methods; Probability density function; Wind farms; Wind power generation; Wind speed; Wind turbines; Monte Carlo method; Weibull distribution; probability density function; unit impulse function; wind power;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2014.2315498
Filename
6803087
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