Cover Image

Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan

The importance of load frequency control (LFC) in the field of power system cannot be denied due to the necessity in the demand of a reliable and stable power supply. LFC in power systems is used to stabilize and regulate the electrical power supply in a nested area power system. The change in the s...

Full description

Saved in:
Bibliographic Details
Main Author: Mumuney Nurullahi , Lekan
Format: Thesis
Published: 2018
Subjects:
T Technology (General)
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://studentsrepo.um.edu.my/8502/4/mumey.jpeg
http://studentsrepo.um.edu.my/8502/11/mumuney.pdf
http://studentsrepo.um.edu.my/8502/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.um.stud.8502
record_format eprints
spelling my.um.stud.85022021-04-12T00:13:02Z Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan Mumuney Nurullahi , Lekan T Technology (General) TK Electrical engineering. Electronics Nuclear engineering The importance of load frequency control (LFC) in the field of power system cannot be denied due to the necessity in the demand of a reliable and stable power supply. LFC in power systems is used to stabilize and regulate the electrical power supply in a nested area power system. The change in the system is signified by the change in the system frequency and tie-line (T-L) load. The performance of LFC has to be tuned properly so that the response can be optimized with a selected controller and algorithm for optimization. Hence, in this project, imperialist competitive algorithm (ICA) and gravitational search algorithm (GSA) are proposed in a LFC of two-area power system to optimize the performance of PID controllers using MATLAB and Simulink. The PID controller is used as a control unit to improve the performance of the LFC in the presence of perturbation in the system. A comparative study performed based on the proposed algorithms clearly shows that the performance of GSA-PID is superior over ICA-PID controller in terms of the rise time and the settling time during perturbation or disturbance in the system. Keywords: Load Frequency Control (LFC), Gravitational Search Algorithm (GSA), Imperialistic Competitive Algorithm (ICA), Tie-Line (T-L). 2018-01 Thesis NonPeerReviewed application/pdf http://studentsrepo.um.edu.my/8502/4/mumey.jpeg application/pdf http://studentsrepo.um.edu.my/8502/11/mumuney.pdf Mumuney Nurullahi , Lekan (2018) Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan. Masters thesis, University of Malaya. http://studentsrepo.um.edu.my/8502/
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Student Repository
url_provider http://studentsrepo.um.edu.my/
topic T Technology (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle T Technology (General)
TK Electrical engineering. Electronics Nuclear engineering
Mumuney Nurullahi , Lekan
Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan
description The importance of load frequency control (LFC) in the field of power system cannot be denied due to the necessity in the demand of a reliable and stable power supply. LFC in power systems is used to stabilize and regulate the electrical power supply in a nested area power system. The change in the system is signified by the change in the system frequency and tie-line (T-L) load. The performance of LFC has to be tuned properly so that the response can be optimized with a selected controller and algorithm for optimization. Hence, in this project, imperialist competitive algorithm (ICA) and gravitational search algorithm (GSA) are proposed in a LFC of two-area power system to optimize the performance of PID controllers using MATLAB and Simulink. The PID controller is used as a control unit to improve the performance of the LFC in the presence of perturbation in the system. A comparative study performed based on the proposed algorithms clearly shows that the performance of GSA-PID is superior over ICA-PID controller in terms of the rise time and the settling time during perturbation or disturbance in the system. Keywords: Load Frequency Control (LFC), Gravitational Search Algorithm (GSA), Imperialistic Competitive Algorithm (ICA), Tie-Line (T-L).
format Thesis
author Mumuney Nurullahi , Lekan
author_facet Mumuney Nurullahi , Lekan
author_sort Mumuney Nurullahi , Lekan
title Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan
title_short Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan
title_full Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan
title_fullStr Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan
title_full_unstemmed Optimization of load frequency control permancein two-area power system with PID controller using ICA and GSA algorithms / Mumuney Nurullahi Lekan
title_sort optimization of load frequency control permancein two-area power system with pid controller using ica and gsa algorithms / mumuney nurullahi lekan
publishDate 2018
url http://studentsrepo.um.edu.my/8502/4/mumey.jpeg
http://studentsrepo.um.edu.my/8502/11/mumuney.pdf
http://studentsrepo.um.edu.my/8502/
_version_ 1738506149939904512
score 13.211869

Similar Items