An optimized FOC method for three-phase induction motor drives using PSO algorithm

This paper proposes a modified Field-Oriented Control (FOC) method for three-phase induction motor drives. In this method, double Proportional-Integral (PI) regulators instead of the conventional PI regulators are used. In addition, a simple algorithm based on the Particle Swarm Optimization (PSO) approach is presented to tune the parameters of double PI regulators. In other words, the proposed FOC approach is a modification of the conventional FOC technique where optimized double PI regulators are utilized to improve the performance of the three-phase induction motor drive system. The proposed FOC method improves the quality of the system during dynamic and steady-state conditions. The simulation results of the proposed FOC process are compared with the results of different FOC methods for a three-phase induction motor drive system using the Matlab/Simulink software. The results in this paper show the strength and effectiveness of the suggested FOC technique.

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Publication Details

Journal
Journal of Dynamic Systems Measurement and Control
Published
2025-08-31
DOI
https://doi.org/10.71503/jadsc.2025.1216558
Primary Topic
Sensorless Control of Electric Motors
Type
article
Field-Weighted Citation Impact
0.00
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article

An optimized FOC method for three-phase induction motor drives using PSO algorithm

Reza Ebrahimi, Ali Boroumand, Rahemeh Tabasian
Journal of Dynamic Systems Measurement and Control
Sensorless Control of Electric Motors
article

An optimized FOC method for three-phase induction motor drives using PSO algorithm

Reza Ebrahimi, Ali Boroumand, Rahemeh Tabasian
article en

Abstract

This paper proposes a modified Field-Oriented Control (FOC) method for three-phase induction motor drives. In this method, double Proportional-Integral (PI) regulators instead of the conventional PI regulators are used. In addition, a simple algorithm based on the Particle Swarm Optimization (PSO) approach is presented to tune the parameters of double PI regulators. In other words, the proposed FOC approach is a modification of the conventional FOC technique where optimized double PI regulators are utilized to improve the performance of the three-phase induction motor drive system. The proposed FOC method improves the quality of the system during dynamic and steady-state conditions. The simulation results of the proposed FOC process are compared with the results of different FOC methods for a three-phase induction motor drive system using the Matlab/Simulink software. The results in this paper show the strength and effectiveness of the suggested FOC technique.

Journal of Dynamic Systems Measurement and Control
Islamic Azad University of Gorgan (IR)
Affordable and clean energy
Openalex Percentile: Top 43%
Sensorless Control of Electric Motors
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An optimized FOC method for three-phase induction motor drives using PSO algorithm — Reza Ebrahimi, Ali Boroumand, et al. · Journal of Dynamic Systems Measurement and Control (2025) | TGRS Research Map | TGRS