PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous Motor

This paper proposes a hybrid control system integrating a PID controller and a fuzzy logic controller, using the particle swarm optimization (PSO) algorithm to optimize control parameters. The control object is an excitation system for a large synchronous motor, which is widely used in large power t...

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Main Authors: Hung Quoc Duong, Quang Hong Nguyen, Duy Tien Nguyen, Lanh Van Nguyen
Format: Article
Language:English
Published: Ital Publication 2022-02-01
Series:Emerging Science Journal
Subjects:
Online Access:https://www.ijournalse.org/index.php/ESJ/article/view/846
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author Hung Quoc Duong
Quang Hong Nguyen
Duy Tien Nguyen
Lanh Van Nguyen
author_facet Hung Quoc Duong
Quang Hong Nguyen
Duy Tien Nguyen
Lanh Van Nguyen
author_sort Hung Quoc Duong
collection DOAJ
description This paper proposes a hybrid control system integrating a PID controller and a fuzzy logic controller, using the particle swarm optimization (PSO) algorithm to optimize control parameters. The control object is an excitation system for a large synchronous motor, which is widely used in large power transmission systems. In practice, the change in load and excitation source can affect the operating mode of the motor. Therefore, a hybrid controller is designed to stabilize the power factor, resulting in better working performance. In the control algorithm, a PID controller is initially designed using PSO to optimize the control coefficients. The FLC-Sugeno control is then integrated with the PID, in which PSO is utilized to optimize membership functions. Numerical simulation results demonstrate the advantages of the proposed approach.   Doi: 10.28991/ESJ-2022-06-02-01 Full Text: PDF
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publishDate 2022-02-01
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spelling doaj.art-5f0e6bce2d294753a9204db171dc08812022-12-22T03:30:53ZengItal PublicationEmerging Science Journal2610-91822022-02-016220121610.28991/ESJ-2022-06-02-01282PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous MotorHung Quoc Duong0Quang Hong Nguyen1Duy Tien Nguyen2Lanh Van Nguyen3Thai Nguyen University of Technology (TNUT), Thai Nguyen city, Thai Nguyen 251750,Thai Nguyen University of Technology (TNUT), Thai Nguyen city, Thai Nguyen 251750,Thai Nguyen University of Technology (TNUT), Thai Nguyen city, Thai Nguyen 251750,1) Thai Nguyen University of Technology (TNUT), Thai Nguyen city, Thai Nguyen 251750, Vietnam. 2) University of Technology Sydney (UTS), 15 Broadway, Ultimo NSW 2007,This paper proposes a hybrid control system integrating a PID controller and a fuzzy logic controller, using the particle swarm optimization (PSO) algorithm to optimize control parameters. The control object is an excitation system for a large synchronous motor, which is widely used in large power transmission systems. In practice, the change in load and excitation source can affect the operating mode of the motor. Therefore, a hybrid controller is designed to stabilize the power factor, resulting in better working performance. In the control algorithm, a PID controller is initially designed using PSO to optimize the control coefficients. The FLC-Sugeno control is then integrated with the PID, in which PSO is utilized to optimize membership functions. Numerical simulation results demonstrate the advantages of the proposed approach.   Doi: 10.28991/ESJ-2022-06-02-01 Full Text: PDFhttps://www.ijournalse.org/index.php/ESJ/article/view/846synchronous motorexcitation systemparticle swarm optimizationpsofuzzy logic controller.
spellingShingle Hung Quoc Duong
Quang Hong Nguyen
Duy Tien Nguyen
Lanh Van Nguyen
PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous Motor
Emerging Science Journal
synchronous motor
excitation system
particle swarm optimization
pso
fuzzy logic controller.
title PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous Motor
title_full PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous Motor
title_fullStr PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous Motor
title_full_unstemmed PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous Motor
title_short PSO based Hybrid PID-FLC Sugeno Control for Excitation System of Large Synchronous Motor
title_sort pso based hybrid pid flc sugeno control for excitation system of large synchronous motor
topic synchronous motor
excitation system
particle swarm optimization
pso
fuzzy logic controller.
url https://www.ijournalse.org/index.php/ESJ/article/view/846
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