DocumentCode
2337705
Title
Active power output calculation of wind farms connected to power grids based on fuzzy chanceconstrained programming
Author
Zhu He ; Xu Jianyuan ; Wang Xiaoyu
Author_Institution
Shenyang Univ. of Technol., Shenyang
fYear
2009
fDate
25-27 May 2009
Firstpage
2141
Lastpage
2144
Abstract
Based on the fuzzy random chance-constrained programming(FRC)theory, the paper presents a method to calculate active power output of large-scale wind farms connected to power grid. The calculation of calculate active power output can be turned into a FRC programming problem which constrained conditions. This paper put forward a mathematical model of calculate active power in wind power integrated system based on FRC programming form. These include ramp constrains of the generating units, output restricted zone, line transmission capacity, reserved capacity constraints, the balance of load, and so on. The question is solved by particle swarm optimization based fuzzy simulations. The results on IEEE30 system demonstrate the advantages of the proposed approach.
Keywords
fuzzy set theory; particle swarm optimisation; power grids; wind power; IEEE30 system; active power output calculation; fuzzy random chance-constrained programming theory; fuzzy simulation; line transmission capacity; mathematical model; particle swarm optimization; power grids; programming form; reserved capacity constraints; wind farms; wind power integrated system; Fluctuations; Mathematical model; Mathematical programming; Particle swarm optimization; Power grids; Wind energy; Wind energy generation; Wind farms; Wind speed; Wind turbines; active power output; fuzzy chance-constrained programming; particle swarm optimization; wind farms;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications, 2009. ICIEA 2009. 4th IEEE Conference on
Conference_Location
Xi´an
Print_ISBN
978-1-4244-2799-4
Electronic_ISBN
978-1-4244-2800-7
Type
conf
DOI
10.1109/ICIEA.2009.5138575
Filename
5138575
Link To Document