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24731

STATOR FAILURES AND DIAGNOSTIC NEURAL-BASED METHODS IN 3-PHASE SQUIRREL-CAGE INDUCTION MOTORS

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Last updated: 04 Jan 2025

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Abstract

This paper presents the stator winding fault detection. Stator failures are classified. Effect's of various stresses on the stator lifetime and how do causes contribute to stator failure are studied. A technique known as model-based diagnostic technique is used to study the behavior of the stator under abnormal conditions. The squirrel-cage induction motor is taken as a case study for practical verification. A neural-based diagnosis for the stator failures has been carried out. The algorithm has proven adequacy in predicting stator faults.

DOI

10.21608/asat.2019.24731

Keywords

Induction motor, squirrel-cage, Signature analysis, Fault Detection, Stator faults and Neural Network Application

Authors

First Name

I.

Last Name

Elarabawy

MiddleName

F.

Affiliation

Professor, Dpt. of Electrical Engineering, Alexandria University, Alexandria, Egypt.

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First Name

Ragy

Last Name

R.

MiddleName

-

Affiliation

PhD., Dpt. of Electrical Engineering, Alexandria University, Alexandria, Egypt.

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City

-

Orcid

-

First Name

A.

Last Name

Nasser

MiddleName

A.

Affiliation

PhD., Air Defense College, Alexandria, Egypt.

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City

-

Orcid

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First Name

Gamal

Last Name

M.

MiddleName

-

Affiliation

Graduate Student, Air Defense College, Alexandria, Egypt.

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Volume

10

Article Issue

10th International Conference On Aerospace Sciences & Aviation Technology

Related Issue

4497

Issue Date

2003-05-01

Receive Date

2019-01-15

Publish Date

2003-05-01

Page Start

1,079

Page End

1,089

Print ISSN

2090-0678

Online ISSN

2636-364X

Article File

ASAT_Volume 10_Issue 10th International Conference On Aerospace Sciences & A….pdf

PDF . 2.2MB

Link

https://asat.journals.ekb.eg/article_24731.html

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https://asat.journals.ekb.eg/service?article_code=24731

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Original Article

Type Code

737

Publication Type

Journal

Publication Title

International Conference on Aerospace Sciences and Aviation Technology

Publication Link

https://asat.journals.ekb.eg/

MainTitle

STATOR FAILURES AND DIAGNOSTIC NEURAL-BASED METHODS IN 3-PHASE SQUIRREL-CAGE INDUCTION MOTORS

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Article

Created At

22 Jan 2023