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82579

A Genetic Algorithm-Based Novel Speed Controllere for Induction Motor Drives

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Last updated: 25 Dec 2024

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Abstract

This paper describes a new method for the design of a speed controller using a genetic
algorithm to improve the dynamic performance of induction motor drives. The control signal is
based on the instantaneous speed deviation and acceleration of the motor and on a set of simple
fuzzy control rules. A novel approach is proposed to generate the control rules, and thus
increase the effectiveness of the controller. A genetic algorithm is used to search for optimal
setting of the controller parameters. The proposed control algorithm was successfully
implemented using a 1.5 hp three-phase induction motor fed from a pulse width modulation
inverter and a digital signal processor (DSP-TMS320C31). Simulation and experimental results
show a good performance of the system under study with the proposed speed controller over a
range of operating conditions.

DOI

10.21608/erjm.2003.82579

Authors

First Name

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Last Name

A. F. Saleh

MiddleName

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Affiliation

Electrical Engineering Department, Faculty of Engineering Menoufiya University, Shebin El-Kom, Egypt

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Orcid

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First Name

E.

Last Name

E. El-Kholy

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Affiliation

Electrical Engineering Department, Faculty of Engineering Menoufiya University, Shebin El-Kom, Egypt

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Volume

26

Article Issue

4

Related Issue

12459

Issue Date

2003-10-01

Receive Date

2020-04-15

Publish Date

2003-10-01

Page Start

25

Page End

36

Print ISSN

1110-1180

Online ISSN

3009-6944

Article File

ERJM_Volume 26_Issue 4_Pages 25-36.pdf

PDF . 2.8MB

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https://erjm.journals.ekb.eg/article_82579.html

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https://erjm.journals.ekb.eg/service?article_code=82579

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Original Article

Type Code

1,118

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Journal

Publication Title

ERJ. Engineering Research Journal

Publication Link

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

MainTitle

A Genetic Algorithm-Based Novel Speed Controllere for Induction Motor Drives

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Article

Created At

22 Jan 2023