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64776

Real-Time Neural Network Speed Adaptive Controller Implementation on the PLC for a DC Drive

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Last updated: 04 Jan 2025

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Abstract

A simple and efficient adaptive neurocontroller is suggested and implemented using a programmable logic controller PLC. An experimental setup is realized to study the behavior of this adaptive neurocontroller. A DC drive system is chosen to be the platform of this research. Implementation problems which arise are presented, discussed and the suggested solutions are realized. Two types of motor loading have been studied and for each case, three types of adaptive neurocontroller structures have been examined. The experimental results for each load -which will be presented- illustrate the effectiveness of the suggested adaptive neurocontroller

DOI

10.21608/mjeer.2006.64776

Keywords

Neural network, Neuro control, PLC, Adaptive speed control, DC drive

Authors

First Name

Prof. Dr. M. I.

Last Name

Mahmoud

MiddleName

-

Affiliation

Dep. of Indust. Elect. and Control Eng., Faculty of Electronic Engineering, Menoufya University, EGYPT

Email

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City

-

Orcid

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First Name

Assis. Prof. Dr. B. A.

Last Name

Zalam

MiddleName

-

Affiliation

Dep. of Indust. Elect. and Control Eng., Faculty of Electronic Engineering, Menoufya University, EGYPT

Email

-

City

-

Orcid

-

First Name

Dr. M.A.

Last Name

El-Bardiny

MiddleName

-

Affiliation

Dep. of Indust. Elect. and Control Eng., Faculty of Electronic Engineering, Menoufya University, EGYPT

Email

-

City

-

Orcid

-

First Name

E. A.

Last Name

Gomah

MiddleName

-

Affiliation

Dep. of Indust. Elect. and Control Eng., Faculty of Electronic Engineering, Menoufya University, EGYPT

Email

-

City

-

Orcid

-

Volume

16

Article Issue

1

Related Issue

9700

Issue Date

2006-01-01

Receive Date

2019-12-11

Publish Date

2006-01-01

Page Start

45

Page End

59

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_64776.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=64776

Order

5

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Real-Time Neural Network Speed Adaptive Controller Implementation on the PLC for a DC Drive

Details

Type

Article

Created At

22 Jan 2023