Title :
Optimal Capacitor Placement Considering Voltage Stability Margin Based on Improved PSO Algorithm
Author :
Kim, Taegyun ; Lee, Yunhwan ; Lee, Byongjun ; Song, Hwachang ; Kim, Taekyun
Author_Institution :
Korea Univ., Seoul, South Korea
Abstract :
This paper presents the optimal capacitor placement (OCP) algorithm for the voltage stability enhancement. The problem of OCP is composed by the integer variables and highly nonlinear equations. Generally, this problem can be solved by the OPF algorithms, but the OPF has the defect to solve the problems contained the integer variables and to find the global solution. The particle swarm optimization (PSO) algorithm is the modern heuristic optimization algorithm, so it is easy to treat integer variables and to find the global solution. This paper presents the method for OCP based on the PSO and the method to improve the convergence and search speed of the PSO using the dual variables obtained through the nonlinear interior point method. This algorithm is tested by the NewEngland 39-buses test system.
Keywords :
particle swarm optimisation; power capacitors; power system stability; PSO algorithm; highly nonlinear equations; integer variables; nonlinear interior point method; optimal capacitor placement; particle swarm optimization algorithm; voltage stability margin; Capacitors; Heuristic algorithms; Load flow; Particle swarm optimization; Power system planning; Power system security; Power system stability; Reactive power; System testing; Voltage; Optimal capacitor placement; PSO; optimal power flow; optimal var planning; steady state voltage stability;
Conference_Titel :
Intelligent System Applications to Power Systems, 2009. ISAP '09. 15th International Conference on
Conference_Location :
Curitiba
Print_ISBN :
978-1-4244-5097-8
DOI :
10.1109/ISAP.2009.5352890