A PSO-DP Based Method to Determination of the Optimal Number, Location, and Size of FACTS Devices in Power Systems

被引:8
|
作者
Shojaeian, Shahrokh [1 ]
Naeeni, Ehsan Salleala [1 ]
Dolatshahi, Milad [1 ]
Khani, Hadi [2 ]
机构
[1] Islamic Azad Univ, Khomeinishahr Branch, Dept Elect Engn, Esfahan 8418148499, Iran
[2] Isfahan Univ Technol, Dept Elect & Comp Engn, Esfahan 8415683111, Iran
关键词
TCSC; SVC; PSO; loss minimization; voltage regulation;
D O I
10.4316/AECE.2014.01017
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The presence of reactive component of current in transmission lines causes adverse impact on the network, including power losses, reduction of line capacity, and voltage drop. These adverse impacts can be reduced by using the first or second generation of FACTS devices. In this paper, these adverse impacts can be reduced optimally by using one of the modern optimization techniques, i.e., particle swarm optimization algorithm (PSO algorithm). By using this algorithm, the optimal size of the static VAr compensator (FACTS devices) in a 30 bus IEEE test system is determined. At first, the load flow equations of the 30 bus IEEE test system is defined in the MATLAB software by means of dynamic programming method, and the number of SVCs will be determined by using the system sensitivity function (power losses and the sum of buses voltage drop square); then, the optimal sizes of the FACTS devices is obtained by means of PSO algorithm.
引用
收藏
页码:109 / 114
页数:6
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