Multi-Objective Control of Active Magnetic Bearings-Flexible Rotor Based on NSGA-II Optimization
In the active magnetic bearings (AMBs)-flexible rotor system, decentralized PID control is usually adopted to achieve stability control. In this paper, a multi-objective control based on recursive open-loop adaptive control (MO-ROLAC) algorithm is designed on the basis of PID control, which can realize multi-objective control including vibration displacement, bearing transmission force and control current. In order to simplify the selection of weight coefficients in the controller, a multi-objective optimization algorithm NSGA-II is introduced. Simulation results show that the controller designed in this paper has obvious control effect and can simultaneously reduce vibration displacement, transmission force and control current.
Authors
- Changsheng Zhu (ORCID: https://orcid.org/0000-0002-0127-8595)
- Hong Gao (ORCID: https://orcid.org/0000-0003-1933-6826)
Institutions
- Zhejiang University (CN)
Publication Details
- Published
- 2024-11-06
- DOI
- https://doi.org/10.1109/scems63294.2024.10756339
- Citations
- 1
- Primary Topic
- Magnetic Bearings and Levitation Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 0.33