Title :
Two-phase Particle Swarm Optimization for Load Flow Analysis
Author :
Ting, T.O. ; Wong, K.P. ; Chung, C.Y.
Author_Institution :
Hong Kong Polytech Univ., Hung Hom
Abstract :
In this work, PSO is applied to solve power flow problem. For efficient search, some parameters in PSO are investigated and parameter sensitivity analyses are carried out to find the optimum value for the relevant parameters. We further recommend a set of optimal PSO settings applied in Two-phase Particle Swarm Optimization in tackling power flow problem. Results show remarkable improvement in comparison to original PSO and Constrained Genetic Algorithm Power Flow (CGAPF).
Keywords :
load flow; particle swarm optimisation; sensitivity analysis; load flow analysis; parameter sensitivity analysis; two-phase particle swarm optimization; Genetic algorithms; Load flow; Load flow analysis; Nonlinear equations; Particle swarm optimization; Power electronics; Power system modeling; Power system planning; Power system stability; Steady-state;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.385213
