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123584

Direct Torque Neuro-Fuzzy Control of an Induction Motor.

Article

Last updated: 22 Jan 2023

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Subjects

-

Tags

Computer Engineering and Systems

Abstract

In this article a direct torque of the induction motor drive controlled by Neuro-Fuzzy systet. The proposed control scheme uses the stator flux amplitude and the electromagnetic torque errors through an adaptive Neuro_fazzy inference system (ANFIS) to act on both the amplitude and the angle of the desired reference voltage. Simulation results by using ANFIS are compared with those of the conventional direct torque control (DTC). The comparison results of Direct torque Neuro-fuzzy controller (DTNFC), illustrate the reduction in the torque and stator flux ripples. The validity of the proposed method is confirmed by the simulative results

DOI

10.21608/bfemu.2020.123584

Keywords

adaptive neuro-fuzzy Inference system(ANFIS), Direct torque control, Induction motor, switching table, three phase inverter

Authors

First Name

Fayez

Last Name

Areed

MiddleName

G.

Affiliation

Professor of Computer& Systems Department., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

-

City

Mansoura

Orcid

-

First Name

Amira

Last Name

Haikal

MiddleName

-

Affiliation

Assistant Professor., Computer& Systems Department., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

amirayh@gmail.com

City

Mansoura

Orcid

-

First Name

Reham

Last Name

Mohammed

MiddleName

H.

Affiliation

Instructor., Computer& Systems Department., Faculty of Engineering,, El-Mansoura University., Mansoura., Egypt.

Email

-

City

Mansoura

Orcid

-

Volume

35

Article Issue

1

Related Issue

17860

Issue Date

2010-03-01

Receive Date

2010-01-11

Publish Date

2020-11-17

Page Start

34

Page End

41

Print ISSN

1110-0923

Online ISSN

2735-4202

Article File

BFEMU_Volume 35_Issue 1_Pages 34-41.pdf

PDF . 763.2kB

Link

https://bfemu.journals.ekb.eg/article_123584.html

Detail API

https://bfemu.journals.ekb.eg/service?article_code=123584

Order

8

Type

Research Studies

Type Code

1,205

Publication Type

Journal

Publication Title

MEJ. Mansoura Engineering Journal

Publication Link

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

MainTitle

-

Details

Type

Article

Created At

22 Jan 2023