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34306

Transmission line fault detection & location using discrete wavelet transform (DWT) and artificial neural network (ANN)

Article

Last updated: 04 Jan 2025

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Abstract

Abstract:
T his paper presents a new fault detector and locator scheme based on (DWT) and
(ANN) for transmission lines. The main idea is to estimate faults detection, faulted
phases distinguishing and faults location. These processes are obtained by calculating
standard deviation of output signals from discrete wavelet analysis for all phase's
currents signals. The final results will be obtained by training the proposed ANNs. The
scheme has been implemented under Matlab-7- with utilization of toolboxes such as
Simulink, WT and ANN. A typical 220 kv transmission system with 100 km of
transmission lines has been simulated to evaluate the studied scheme. The results show
that the proposed scheme is efficient and easy in implement. Also, it is capable to
detect, classify and locate varies faults within a half cycle after their occurrences.

DOI

10.21608/iceeng.2008.34306

Keywords

Transmission Line, Fault Detection, fault location, Discrete Wavelet Transform, Artificial Neural Networks

Authors

First Name

G.

Last Name

Kahela

MiddleName

-

Affiliation

Asad Academy of Military Engineering, Aleppo, Syria.

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First Name

A.

Last Name

Abdel-Gawad

MiddleName

F.

Affiliation

University of Zagazig, Faculty of Engineering, Zagazig, Egypt.

Email

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City

-

Orcid

-

First Name

W.

Last Name

Sabry

MiddleName

-

Affiliation

Egyptian Armed Forces.

Email

-

City

-

Orcid

-

First Name

F.

Last Name

El-Bendary

MiddleName

-

Affiliation

University of Benha, Faculty of Engineering, Shoubra, Egypt.

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-

City

-

Orcid

-

Volume

6

Article Issue

6th International Conference on Electrical Engineering ICEENG 2008

Related Issue

5700

Issue Date

2008-05-01

Receive Date

2019-06-11

Publish Date

2008-05-01

Page Start

1

Page End

13

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_34306.html

Detail API

https://iceeng.journals.ekb.eg/service?article_code=34306

Order

66

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

Transmission line fault detection & location using discrete wavelet transform (DWT) and artificial neural network (ANN)

Details

Type

Article

Created At

22 Jan 2023