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34520

Application of the genetic algorithm to design an optimal PID controller for the AVR system

Article

Last updated: 24 Dec 2024

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Abstract

Abstract:
In this paper, a method for optimal proportional-integral-derivative (PID) controller
design is proposed to improve the performance of the turbo generator automatic voltage
regulator (AVR). The method utilizes the genetic algorithm (GA) to find the controller
gains that minimize a synthesized performance index. The performance index considers
the system response to both set point and voltage disturbance. Furthermore, the closed
loop robust stability is guaranteed by imposing a finite bound on the maximum
sensitivity function. Simulation tests are provided to validate the effectiveness of the
proposed scheme.

DOI

10.21608/iceeng.2008.34520

Keywords

Proportional-Integral-Derivative (PID) controller, Genetic algorithm (GA), Automatic Voltage Regulator (AVR)

Authors

First Name

K.

Last Name

Gharib

MiddleName

H.

Affiliation

Ministry of Electricity, Cairo, Egypt.

Email

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City

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Orcid

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First Name

O.

Last Name

Ebrahim

MiddleName

S.

Affiliation

Faculty of Engineering, Ain Shams University, Cairo, Egypt.

Email

-

City

-

Orcid

-

First Name

H.

Last Name

Temraz

MiddleName

K.

Affiliation

Faculty of Engineering, Ain Shams University, Cairo, Egypt.

Email

-

City

-

Orcid

-

First Name

M.

Last Name

Awadallah

MiddleName

A.

Affiliation

Faculty of Engineering, Zagazig University, Cairo, Egypt.

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-

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-

Orcid

-

Volume

6

Article Issue

6th International Conference on Electrical Engineering ICEENG 2008

Related Issue

5700

Issue Date

2008-05-01

Receive Date

2019-06-12

Publish Date

2008-05-01

Page Start

1

Page End

11

Print ISSN

2636-4433

Online ISSN

2636-4441

Article File

ICEENG_Volume 6_Issue 6th International Conference on Electrical Engineering ICEā€¦.pdf

PDF . 131.4kB

Link

https://iceeng.journals.ekb.eg/article_34520.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=34520

Order

149

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

MainTitle

Application of the genetic algorithm to design an optimal PID controller for the AVR system

Details

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Article

Created At

22 Jan 2023