DocumentCode
465916
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
Volume
3
fYear
2006
fDate
8-11 Oct. 2006
Firstpage
2345
Lastpage
2350
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICSMC.2006.385213
Filename
4274219
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