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114751

EFFICIENCY OPTIMIZATION WITH PI GAINS ADAPTATION OF FIELD ORIENTED CONTROL APPLIED ON FIVE PHASE INDUCTION MOTOR USING GA AND PSO

Article

Last updated: 26 Dec 2024

OverviewSimilar Items

Subjects

-

Tags

Electrical Engineering, Computer Engineering and Electrical power and machines engineering.

Abstract

Improving of field oriented control (FOC) drives performance is studied for five phase saturated model induction motor as an example of multi phase machines which is now preferable than the conventional three phase motors . Genetic algorithm (GA) and Particle swarm optimization (PSO) are used for this purpose. Optimum flux reference identification by using GA and PSO are used to minimize the motor input power to have the optimum motor efficiency. Selecting the optimal gains using both methods are done to improve the motor response and behavior. A comparison between the simulation results was done to evaluate the performance for the developed controller adopting (GA) and (PSO) algorithms. The results show that, the proposed PSO controller algorithm has better optimization performance more than the proposed GA in both gain tuning and also in the selection flux set point.

DOI

10.21608/jesaun.2013.114751

Keywords

Five Phase, Saturated model, Induction motors, Filed Oriented Control drives, Flux Observer Controller, Genetic Algorithm, Particle swarm algorithm

Authors

First Name

M. Mahmoud

Last Name

Ismail

MiddleName

-

Affiliation

Electrical Power and Machine Department, Faculty of Engineering Helwan University

Email

m_m_ismail@yahoo.com

City

-

Orcid

-

Volume

41

Article Issue

No 2

Related Issue

16841

Issue Date

2013-03-01

Receive Date

2012-12-01

Publish Date

2013-03-01

Page Start

592

Page End

616

Print ISSN

1687-0530

Online ISSN

2356-8550

Link

https://jesaun.journals.ekb.eg/article_114751.html

Detail API

https://jesaun.journals.ekb.eg/service?article_code=114751

Order

15

Type

Research Paper

Type Code

1,438

Publication Type

Journal

Publication Title

JES. Journal of Engineering Sciences

Publication Link

https://jesaun.journals.ekb.eg/

MainTitle

EFFICIENCY OPTIMIZATION WITH PI GAINS ADAPTATION OF FIELD ORIENTED CONTROL APPLIED ON FIVE PHASE INDUCTION MOTOR USING GA AND PSO

Details

Type

Article

Created At

23 Jan 2023