Design of Active Magnetic Bearing Controller Based on Model Predictive Control

Magnetic levitation bearings are characterized by instability, nonlinearity, and the need for high-precision control. Although PID controllers can achieve levitation, they lack stability at high rotational speeds. Model Predictive Control (MPC), by using a mathematical model to predict system behavior and considering input and state constraints, is better suited for nonlinear systems. In this study, an MPC controller was designed. Simulation results show that MPC effectively improves the system's levitation stability and tracking performance.

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Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/iaecst64597.2024.11117988
Primary Topic
Magnetic Bearings and Levitation Dynamics
Type
article
Field-Weighted Citation Impact
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article

Design of Active Magnetic Bearing Controller Based on Model Predictive Control

Yinquan Wang, Zixuan Xu, Hongze Xu, Bingkun Pan
Magnetic Bearings and Levitation Dynamics
article

Design of Active Magnetic Bearing Controller Based on Model Predictive Control

Yinquan Wang, Zixuan Xu, Hongze Xu, Bingkun Pan
article en

Abstract

Magnetic levitation bearings are characterized by instability, nonlinearity, and the need for high-precision control. Although PID controllers can achieve levitation, they lack stability at high rotational speeds. Model Predictive Control (MPC), by using a mathematical model to predict system behavior and considering input and state constraints, is better suited for nonlinear systems. In this study, an MPC controller was designed. Simulation results show that MPC effectively improves the system's levitation stability and tracking performance.

Beijing Jiaotong University (CN), Beihang University (CN)
Affordable and clean energy
Openalex Percentile: Top 61%
Magnetic Bearings and Levitation Dynamics
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