Decoupling control of electromagnetic bearing rigid rotor system based on IGWO and linear active disturbance rejection inverse system

Abstract This study proposes a decoupling control strategy integrating an improved grey wolf optimization algorithm (IGWO) and a linear active disturbance rejection inverse system for rigid rotor system control in electromagnetic bearings. Initially, a mathematical model of the radial four-degree-of-freedom electromagnetic bearing rotor system is developed, and the system is decoupled into four pseudo-linear subsystems via the inverse system method. To address the model dependency of the inverse system, a linear active disturbance rejection controller (LADRC) is designed to regulate the decoupled subsystems. Furthermore, the IGWO algorithm is implemented to rapidly optimize LADRC parameters, enhancing the controller’s dynamic response. Comparative simulations and experiments against decentralized PID control demonstrate the proposed method’s superior performance in decoupling accuracy, settling time, and disturbance rejection.

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Publication Details

Journal
Journal of Physics Conference Series
Published
2025-05-01
DOI
https://doi.org/10.1088/1742-6596/3024/1/012029
Primary Topic
Magnetic Bearings and Levitation Dynamics
Type
article
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article

Decoupling control of electromagnetic bearing rigid rotor system based on IGWO and linear active disturbance rejection inverse system

Youbing Li, Zhi Zhu, Zhixian Zhong
Journal of Physics Conference Series
Magnetic Bearings and Levitation Dynamics
article

Decoupling control of electromagnetic bearing rigid rotor system based on IGWO and linear active disturbance rejection inverse system

Youbing Li, Zhi Zhu, Zhixian Zhong
article en

Abstract

Abstract This study proposes a decoupling control strategy integrating an improved grey wolf optimization algorithm (IGWO) and a linear active disturbance rejection inverse system for rigid rotor system control in electromagnetic bearings. Initially, a mathematical model of the radial four-degree-of-freedom electromagnetic bearing rotor system is developed, and the system is decoupled into four pseudo-linear subsystems via the inverse system method. To address the model dependency of the inverse system, a linear active disturbance rejection controller (LADRC) is designed to regulate the decoupled subsystems. Furthermore, the IGWO algorithm is implemented to rapidly optimize LADRC parameters, enhancing the controller’s dynamic response. Comparative simulations and experiments against decentralized PID control demonstrate the proposed method’s superior performance in decoupling accuracy, settling time, and disturbance rejection.

Journal of Physics Conference SeriesVol. 3024(1)
Guilin University of Aerospace Technology (CN), Guilin University of Technology (CN), Guilin University of Electronic Technology (CN)
Openalex Percentile: Top 86%
Magnetic Bearings and Levitation Dynamics
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Decoupling control of electromagnetic bearing rigid rotor system based on IGWO and linear active disturbance rejection inverse system — Youbing Li, Zhi Zhu, et al. · Journal of Physics Conference Series (2025) | TGRS Research Map | TGRS