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Harmonic Vibration Force Suppression of Magnetically Suspended Rotor with Frequency-Domain Adaptive LMS

  • Beihang University

科研成果: 期刊稿件文章同行评审

摘要

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.

源语言英语
文章编号8865655
页(从-至)1166-1175
页数10
期刊IEEE Sensors Journal
20
3
DOI
出版状态已出版 - 1 2月 2020

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