34510

Predictive-adaptive controller based on fuzzy logic control tool

Article

Last updated: 04 Jan 2025

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Abstract

Abstract:
T his paper presents an extremely innovated controller which depends on
generating controller gains for the power system to enhance the stability of the
system. The controller has more than one option to integrate the required task.
Firstly it can be combined with load forecast program which out load duration
curve to supply the controller with the predicated loading conditions to make the
controller predictive.
The second, the controller is adaptive where it based on Fuzzy Logic (FL)
algorithm to have all advantages of Artificial Intelligence (AI) in form of Fuzzy
Logic (FL). The conventional programming control using optimal controller
theory also is considered as stage inside the proposed controller to generate
automatically the input-output patterns of fuzzy controller. The controller is
applied on single machine system with wide range of machine modeling order
and on multi-machine system to show the capability of the controller in
enhancing the stability compared with the conventional controller.

DOI

10.21608/iceeng.2008.34510

Keywords

Power system modeling, Power System Stabilizer, artificial intelligence, Fuzzy Logic algorithm, load forecasting and optimal control theory

Authors

First Name

Mahdi

Last Name

El-Arini

MiddleName

M.

Affiliation

Prof., Electrical Power and Machine Department, Zagazig University.

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Orcid

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First Name

Zaghlol

Last Name

El-Razaz

MiddleName

S.

Affiliation

Prof., Electrical Power and Machine Department, Zagazig University.

Email

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Orcid

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First Name

Ahmed

Last Name

Othman

MiddleName

M.

Affiliation

Assistant Lecturer, Electrical Power and Machine Dept., Zagazig University.

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Orcid

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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

14

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_34510.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=34510

Order

141

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

Predictive-adaptive controller based on fuzzy logic control tool

Details

Type

Article

Created At

22 Jan 2023