71349

Artificial Neural Network - based Efficiency Maximization of a Variable Frequency Induction Motor Drive

Article

Last updated: 04 Jan 2025

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Abstract

There exists a combination of stator voltage and frequency which results in
maximum efficiency for a given induction motor under a specified speed and
load condition. This optimal operating point is calculated over the complete
speed and load torque range using an Artificial Neural Network (ANN). It is
shown that maximum efficiency can be achieved compared to the conventional
volthertz control method. Theoretical results are presented as well as an
experimental confirmation of them.

DOI

10.21608/erjm.2000.71349

Authors

First Name

F.M.

Last Name

El-Khouly

MiddleName

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Affiliation

Department of Electrical Eng., Faculty of Eng., Menoufia University, Shebin El-Kom, Egypt.

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First Name

F.E.

Last Name

Abdel Kader

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Affiliation

Department of Electrical Eng., Faculty of Eng., Menoufia University, Shebin El-Kom, Egypt.

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Volume

23

Article Issue

2

Related Issue

10846

Issue Date

2000-04-01

Receive Date

2020-02-16

Publish Date

2000-04-01

Page Start

247

Page End

259

Print ISSN

1110-1180

Online ISSN

3009-6944

Link

https://erjm.journals.ekb.eg/article_71349.html

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https://erjm.journals.ekb.eg/service?article_code=71349

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14

Type

Original Article

Type Code

1,118

Publication Type

Journal

Publication Title

ERJ. Engineering Research Journal

Publication Link

https://erjm.journals.ekb.eg/

MainTitle

Artificial Neural Network - based Efficiency Maximization of a Variable Frequency Induction Motor Drive

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Article

Created At

22 Jan 2023