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Load Frequency Control in Deregulated Power System using Fuzzy C-Means

by S. Srikanth, K. R. Sudha, Y. Butchi Raju
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 74 - Number 11
Year of Publication: 2013
Authors: S. Srikanth, K. R. Sudha, Y. Butchi Raju
10.5120/12932-9913

S. Srikanth, K. R. Sudha, Y. Butchi Raju . Load Frequency Control in Deregulated Power System using Fuzzy C-Means. International Journal of Computer Applications. 74, 11 ( July 2013), 34-41. DOI=10.5120/12932-9913

@article{ 10.5120/12932-9913,
author = { S. Srikanth, K. R. Sudha, Y. Butchi Raju },
title = { Load Frequency Control in Deregulated Power System using Fuzzy C-Means },
journal = { International Journal of Computer Applications },
issue_date = { July 2013 },
volume = { 74 },
number = { 11 },
month = { July },
year = { 2013 },
issn = { 0975-8887 },
pages = { 34-41 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume74/number11/12932-9913/ },
doi = { 10.5120/12932-9913 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:42:01.354694+05:30
%A S. Srikanth
%A K. R. Sudha
%A Y. Butchi Raju
%T Load Frequency Control in Deregulated Power System using Fuzzy C-Means
%J International Journal of Computer Applications
%@ 0975-8887
%V 74
%N 11
%P 34-41
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, a fuzzy C-means controller proposed to the generation of optimal fuzzy rule base by Fuzzy C - Means clustering technique (FCM) for load frequency control in deregulated environment. The phase-plane plot of the inputs of the fuzzy controller is utilized to obtain the rule-base in the linguistic form. The proposed method is tested on a two-area power system with different contracted scenarios under various operating conditions. The results of the proposed controller are compared with the fuzzy PID controller and conventional PID controller to illustrate its robust performance. These comparisons demonstrate the superiority and robustness of the proposed controller.

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Index Terms

Computer Science
Information Sciences

Keywords

LFC Fuzzy PID Controller Fuzzy C-means Controller Deregulated Environment

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