DocumentCode
2602725
Title
Wind power penetration limit calculation based on power system reliability
Author
Xiaoqing, Han ; Yong, Yan
Author_Institution
Coll. of Electr. & Power Eng., Taiyuan Univ. of Technol., Taiyuan, China
fYear
2009
fDate
6-7 April 2009
Firstpage
1
Lastpage
4
Abstract
The calculation of penetration limits of wind farm is an important issue on the planning of wind farm, Basing on reliability modeling of wind farm, this paper proposes a method to calculate penetration limits of wind farm by taking reliability index as restriction. Since load demand and output of wind farm are of randomicity, and the restriction is expressed as form of reliability, Monte Carlo method and genetic algorithm are used on test system. By programming on MATLAB, two cases with different average wind speeds and different confidence levels are considered. The results show that it is very essential to take into account stochastic characteristics of wind speed on calculating penetration limits.
Keywords
Monte Carlo methods; genetic algorithms; power generation planning; power generation reliability; wind power plants; Matlab; Monte Carlo method; genetic algorithm; power system reliability; reliability index; stochastic characteristics; test system; wind farm; wind power penetration limit calculation; wind speed; Genetic algorithms; MATLAB; Mathematical model; Power system modeling; Power system planning; Power system reliability; System testing; Wind energy; Wind farms; Wind speed; Chance constrained programming; Genetic algorithm; MATLAB; Monte Carlo simulation; Penetration; Power system; Reliability index; Reliability modeling; Wind farm; Wind power generation;
fLanguage
English
Publisher
ieee
Conference_Titel
Sustainable Power Generation and Supply, 2009. SUPERGEN '09. International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4934-7
Type
conf
DOI
10.1109/SUPERGEN.2009.5348185
Filename
5348185
Link To Document