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148719

Modeling of PN Junction Diode Using Neural Networks and Genetic Algorithm.

Article

Last updated: 22 Jan 2023

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Subjects

-

Tags

Electronics and Communications Engineering

Abstract

 The trend of modeling electronic devices using neural network is a new research area. The use of that neural network model to analyze electronic circuits is a promising new technique in the filed of circuits analysis. The availability of modeling PN junction diode has been carried out using neural networks. The introduced model covers the operation of the PN junction in forward bias over a wide range of temperatures. The neural network is used to model the PN junction employing the genetic algorithm as a learning tool. The proposed technique is faster due to the use of parallel operation from both neural networks and genetic algorithm. Moreover, its results are very accurate. 

DOI

10.21608/bfemu.2021.148719

Authors

First Name

Mohamed

Last Name

Yakout

MiddleName

A.

Affiliation

Electronics & Communications Department., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

-

City

Mansoura

Orcid

-

First Name

Abdelfattah

Last Name

Abdelfattah

MiddleName

I.

Affiliation

Electronics & Communications Department., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

-

City

Mansoura

Orcid

-

First Name

Ayman

Last Name

Elbazz

MiddleName

S.

Affiliation

Electronics & Communications Department., Faculty of Engineering., El-Mansoura University., Mansoura., Egypt.

Email

-

City

Mansoura

Orcid

-

Volume

24

Article Issue

4

Related Issue

21260

Issue Date

1999-12-01

Receive Date

1999-09-11

Publish Date

2021-02-15

Page Start

1

Page End

14

Print ISSN

1110-0923

Online ISSN

2735-4202

Article File

BFEMU_Volume 24_Issue 4_Pages 1-14.pdf

PDF . 280.7kB

Link

https://bfemu.journals.ekb.eg/article_148719.html

Detail API

https://bfemu.journals.ekb.eg/service?article_code=148719

Order

2

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