Magnetic levitation of a ferromagnetic sphere using a PID controller and heuristic optimization method

Magnetic levitation technology is widely used in various engineering applications, including transportation, industrial automation, and precision systems. A major challenge in controlling magnetic levitation systems is ensuring stability and precise positioning amidst nonlinear electromagnetic interactions and external disturbances. The PID controller plays a fundamental role in regulating the electromagnetic forces required for levitation. This study focuses on optimizing the PID controller for controlling a magnetic levitation system. The research examines mathematical modelling, simulation techniques, and experimental validation to enhance stability and precision. A comprehensive analysis of magnetostatic simulations and heuristic tuning methods is performed to improve control efficiency. Experimental results demonstrate that optimized PID tuning significantly improves the stability and responsiveness of the levitation system. The findings contribute to advancing control engineering by providing practical guidelines for refining PID control in dynamic and nonlinear environments.

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Publication Details

Journal
Procedia Computer Science
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procs.2025.10.081
Citations
1
Primary Topic
Magnetic Bearings and Levitation Dynamics
Type
article
Field-Weighted Citation Impact
1.21
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article

Magnetic levitation of a ferromagnetic sphere using a PID controller and heuristic optimization method

Maciej Grunt, Piotr Zmuda Trzebiatowski, Andrzej Błażejewski, Sebastian Pecolt et al.
1 citations
Procedia Computer Science
Magnetic Bearings and Levitation Dynamics
1.21
article

Magnetic levitation of a ferromagnetic sphere using a PID controller and heuristic optimization method

Maciej Grunt, Piotr Zmuda Trzebiatowski, Andrzej Błażejewski, Sebastian Pecolt, Tomasz Królikowski, Szymon Ekman
article en
1 citations

Abstract

Magnetic levitation technology is widely used in various engineering applications, including transportation, industrial automation, and precision systems. A major challenge in controlling magnetic levitation systems is ensuring stability and precise positioning amidst nonlinear electromagnetic interactions and external disturbances. The PID controller plays a fundamental role in regulating the electromagnetic forces required for levitation. This study focuses on optimizing the PID controller for controlling a magnetic levitation system. The research examines mathematical modelling, simulation techniques, and experimental validation to enhance stability and precision. A comprehensive analysis of magnetostatic simulations and heuristic tuning methods is performed to improve control efficiency. Experimental results demonstrate that optimized PID tuning significantly improves the stability and responsiveness of the levitation system. The findings contribute to advancing control engineering by providing practical guidelines for refining PID control in dynamic and nonlinear environments.

Procedia Computer ScienceVol. 270
West Pomeranian University of Technology in Szczecin (PL), Koszalin University of Technology (PL)
Openalex Percentile: Top 15%
Magnetic Bearings and Levitation Dynamics
1.21
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Magnetic levitation of a ferromagnetic sphere using a PID controller and heuristic optimization method — Maciej Grunt, Piotr Zmuda Trzebiatowski, et al. · Procedia Computer Science (2025) | TGRS Research Map | TGRS