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178058

Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.

Article

Last updated: 04 Jan 2025

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Subjects

-

Tags

Electrical Engineering

Abstract

Induction motors are widely used in industrial applications due to their advantages over dc motors in terms of low cost, low maintenance, high performance, and high power density. This article aims to achieve constant speed control of the induction motor (IM) and improves the motor performance using a Fractional-order PID controller (FOPID). The FOPID controller contains five important variables coefficients. They are named as follows: - proportional operator (Kp), integral operator (Ki) derivative operator (Kd), integral of fractional-order (λ) and the derivative of fractional-order μ. The performance of any controller depends mainly on the chosen values of the aforementioned operators (Kp, Ki, Kd, λ, μ) so one of the main objectives of this paper how to optimize the values of these five parameters to improve the system performance. Actually there are many methods to achieve the optimization problem but a two selected optimizers (Grey Wolf Optimizer, and Nelder-Mead) are chosen in this paper due their nature which make them more suitable for the presented problem. Three cases study of the induction motor integrated with the proposed controllers are simulated based on Matlab SIMULINK and the obtained results are discussed in details. The obtained results in all the cases ensured that the proposed FOPID controller introduced always the better performances indices which make it favorably recommended instead of other conventional controllers

DOI

10.21608/bfemu.2021.178058

Keywords

Induction motor drive, FOPID controller, Nelder-Mead optimizer, Grey Wolf Optimizer, induction motor Simulink, three cases study

Authors

First Name

Mohamed

Last Name

Essa

MiddleName

Said

Affiliation

Researcher at Electrical Engineering., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

eng_mohamedsaed.2007@yahoo.com

City

Mansoura

Orcid

-

First Name

Mostafa

Last Name

Elhosseini

MiddleName

Abdelkhalk

Affiliation

professor at Department of Computers and Systems Engineering at Faculty of Engineering, Mansoura University

Email

melhosseini@gmail.com

City

-

Orcid

-

First Name

Eid

Last Name

Gouda

MiddleName

Abdelbaki

Affiliation

Associate Professor., Electrical Engineering Department, Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

eaidgoda@mans.edu.eg

City

Mansoura

Orcid

-

Volume

46

Article Issue

2

Related Issue

23998

Issue Date

2021-06-01

Receive Date

2021-01-29

Publish Date

2021-06-16

Page Start

23

Page End

31

Print ISSN

1110-0923

Online ISSN

2735-4202

Article File

BFEMU_Volume 46_Issue 2_Pages 23-31.pdf

PDF . 1.8MB

Link

https://bfemu.journals.ekb.eg/article_178058.html

Detail API

https://bfemu.journals.ekb.eg/service?article_code=178058

Order

20

Type

Research Studies

Type Code

1,205

Publication Type

Journal

Publication Title

MEJ. Mansoura Engineering Journal

Publication Link

https://bfemu.journals.ekb.eg/

MainTitle

Induction Motor Drive Using Fractional-Order Proportional Integral Derivative (FOPID) Controller Based on Nelder-Mead and Grey Wolf Optimizers.

Details

Type

Article

Created At

22 Jan 2023