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Combination of Fuzzy and Second Order PSO based Capacitor Placement in Radial Distribution Feeder

Published on April 2012 by M. Y. Balaji Prasanna, S. M. Kannan
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International Conference in Recent trends in Computational Methods, Communication and Controls
Foundation of Computer Science USA
ICON3C - Number 5
April 2012
Authors: M. Y. Balaji Prasanna, S. M. Kannan
579126c9-c7df-49eb-aaf8-7a09bcc96a59

M. Y. Balaji Prasanna, S. M. Kannan . Combination of Fuzzy and Second Order PSO based Capacitor Placement in Radial Distribution Feeder. International Conference in Recent trends in Computational Methods, Communication and Controls. ICON3C, 5 (April 2012), 6-10.

@article{
author = { M. Y. Balaji Prasanna, S. M. Kannan },
title = { Combination of Fuzzy and Second Order PSO based Capacitor Placement in Radial Distribution Feeder },
journal = { International Conference in Recent trends in Computational Methods, Communication and Controls },
issue_date = { April 2012 },
volume = { ICON3C },
number = { 5 },
month = { April },
year = { 2012 },
issn = 0975-8887,
pages = { 6-10 },
numpages = 5,
url = { /proceedings/icon3c/number5/6033-1034/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference in Recent trends in Computational Methods, Communication and Controls
%A M. Y. Balaji Prasanna
%A S. M. Kannan
%T Combination of Fuzzy and Second Order PSO based Capacitor Placement in Radial Distribution Feeder
%J International Conference in Recent trends in Computational Methods, Communication and Controls
%@ 0975-8887
%V ICON3C
%N 5
%P 6-10
%D 2012
%I International Journal of Computer Applications
Abstract

A new method of Second order PSO for a more effective capacitor sizing in radial distribution feeders to reduce the real power loss and to improve the voltage profile is proposed. The location of the nodes where the capacitors should be placed is decided by a set of rules given by the fuzzy expert system and the sizing of the capacitors is modeled by the objective function to obtain maximum savings using Particle Swarm Optimization(PSO). The newer upgrade to PSO enables the problem to use the knowledge of past solutions into present sizing and hence a second level of optimization procedure to provide better results. A case study with an IEEE 34-bus radial distribution feeder is presented to illustrate the applicability of the newer algorithm.

References
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Index Terms

Computer Science
Information Sciences

Keywords

: Fuzzy Expert System(fes) Second Order Particle Swarm Optimization Radial Distribution Feeders (rdf)