Application of Fuzzy Logic Controller for Stabilization of Magnetic Levitation System

The primary goal of this work is to explore the application of fuzzy logic in controlling a magnetic levitation system, aiming to develop a controller capable of keeping a magnetic object suspended in the air, counteracting its weight. The magnetic levitation system is characterized as a nonlinear, open-loop unstable, and time-varying dynamic system. The proposed fuzzy logic controller allows for system control without relying on its mathematical model, though it necessitates experts to describe the system and its behavior. This technique is employed to demonstrate its robustness and unique characteristics. Simulation results demonstrate the effectiveness of the proposed method.

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Publication Details

Published
2024-10-31
DOI
https://doi.org/10.1109/imc-ssgp63352.2024.10919814
Primary Topic
Magnetic Bearings and Levitation Dynamics
Type
article
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article

Application of Fuzzy Logic Controller for Stabilization of Magnetic Levitation System

Hicham Megnafi, L. Merad, Fayssal Arichi, Imed Eddine MEDJHOUD et al.
Magnetic Bearings and Levitation Dynamics
article

Application of Fuzzy Logic Controller for Stabilization of Magnetic Levitation System

Hicham Megnafi, L. Merad, Fayssal Arichi, Imed Eddine MEDJHOUD, Assam OUAKAF
article en

Abstract

The primary goal of this work is to explore the application of fuzzy logic in controlling a magnetic levitation system, aiming to develop a controller capable of keeping a magnetic object suspended in the air, counteracting its weight. The magnetic levitation system is characterized as a nonlinear, open-loop unstable, and time-varying dynamic system. The proposed fuzzy logic controller allows for system control without relying on its mathematical model, though it necessitates experts to describe the system and its behavior. This technique is employed to demonstrate its robustness and unique characteristics. Simulation results demonstrate the effectiveness of the proposed method.

École Supérieure en Sciences Appliquées de Tlemcen (DZ)
Affordable and clean energy
Openalex Percentile: Top 64%
Magnetic Bearings and Levitation Dynamics
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