Title :
A hybrid PSO technique for damping electro-mechanical oscillations in large power system
Author :
Eslami, Mahdiyeh ; Shareef, Hussain ; Mohamed, Azah ; Khajehzadeh, Mohammad
Author_Institution :
Dept. of Electr., Electron. & Syst. Eng, Univ. Kebangsaan Malaysia, Bangi, Malaysia
Abstract :
In this paper, a hybrid optimization technique is presented to solve the well-known problem of tuning power system stabilizers´ (PSSs) parameters. The hybrid technique is derived from particle swarm optimization (PSO) by adding the passive congregation model. The tuning of the PSS parameters is formulated as the multi-objective function with constraints including the damping ratio and damping factor. Maximizations of the damping factor and the damping ratio of power system modes are taken as the goals or two objective functions, when designing the PSS parameters. The New England 16-unit 68-bus standard power system, under various system configurations and operation conditions, is employed to illustrate the performance of the proposed method. The results are very encouraging and suggest that the proposed PSO with passive Congregation (PSOPC) algorithm is very efficient in damping low frequency oscillations and improving the stability of power system.
Keywords :
damping; oscillations; particle swarm optimisation; power system parameter estimation; power system stability; damping factor; damping ratio; electro-mechanical oscillation damping; large power system; multiobjective function; particle swarm optimization; passive congregation model; power system stabilizer parameter; Multi-objective optimization; PSS Design; Particle Swarm Optimization; Passive Congregation;
Conference_Titel :
Research and Development (SCOReD), 2010 IEEE Student Conference on
Conference_Location :
Putrajaya
Print_ISBN :
978-1-4244-8647-2
DOI :
10.1109/SCORED.2010.5704050