Abstract
In magnetically suspended rotor (MSR) system, harmonic vibration appears inevitably produced by mass imbalance of the rotor and sensor runout. Least mean square (LMS) is one method to reject the harmonic frequency component of the disturbance in a control system. Nevertheless, the performance of the conventional LMS is not optimal and the transient response is relatively slow. In this paper, the rotor dynamic model including mass imbalance and sensor runout is built, and the mechanism of vibration is analyzed. A harmonic vibration force suppression method based on frequency-domain adaptive LMS is proposed. Compared to the existing adaptive LMS methods, this article introduces a new convergence factor in frequency domain, which improves the updating strategy of the step size and the convergence rate of the algorithm. Simulation results demonstrate that the proposed method can effectively restrain the harmonic vibration force of magnetically suspended rotor system.
| Original language | English |
|---|---|
| Article number | 8865655 |
| Pages (from-to) | 1166-1175 |
| Number of pages | 10 |
| Journal | IEEE Sensors Journal |
| Volume | 20 |
| Issue number | 3 |
| DOIs | |
| State | Published - 1 Feb 2020 |
Keywords
- Frequency-domain
- harmonic vibration
- least mean square (LMS)
- magnetically suspended rotor
- suppression
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