DocumentCode
792139
Title
A hybrid particle swarm optimization applied to loss power minimization
Author
Esmin, Ahmed A A ; Lambert-Torres, Germano ; De Souza, Antônio C Zambroni
Author_Institution
Fed. Univ. at Itajuba, Brazil
Volume
20
Issue
2
fYear
2005
fDate
5/1/2005 12:00:00 AM
Firstpage
859
Lastpage
866
Abstract
This paper presents a particle swarm optimization (PSO) as a tool for loss reduction study. This issue can be formulated as a nonlinear optimization problem. The proposed application consists of using a developed optimal power flow based on loss minimization function by expanding the original PSO. The study is carried out in two steps. First, by using the tangent vector technique, the critical area of the power system is identified under the point of view of voltage instability. Second, once this area is identified, the PSO technique calculates the amount of shunt reactive power compensation that takes place in each bus. The proposed approach has been examined and tested with promising numerical results using the IEEE 118-bus system.
Keywords
combinatorial mathematics; evolutionary computation; load flow; minimisation; reactive power; IEEE 118-bus system; evolutionary computation; hybrid particle swarm optimization; nonlinear optimization problem; optimal power flow; power loss minimization; shunt reactive power compensation; tangent vector technique; voltage instability; Birds; Control systems; Load flow; Nonlinear equations; Particle swarm optimization; Power generation; Power system analysis computing; Power systems; Reactive power; Voltage; Evolutionary computation; loss power minimization; nonlinear optimization problem; optimal power flow (OPF); particle swarm optimization (PSO);
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2005.846049
Filename
1425582
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