基于HHT的涡街流量计脉动流噪声去除方法研究

Denoising Method of Vortex Flowmeter Signal in Oscillatory Flow Based on Hilbert Huang Transformation

  • 摘要: 采用了Hilbert-Huang变换(HHT)的方法对去除涡街计脉动流噪声进行了研究。首先运用EMD尺度滤波方式对涡街计脉动流噪声进行滤波去噪。然后,将EMD尺度滤波结果和小波阈值运用于涡街计脉动流噪声去除的结果进行了对比,离线仿真结果表明,EMD尺度滤波去噪和小波阈值去噪都能达到较好的效果,但是前者更加简便,完全是自适应的,这也为涡街信号处理提供了一种新的滤波去噪的有效方法。

     

    Abstract: In this paper, Hilbert Huang transform (HHT) method is used to reduce vortex flow meter signal noise in oscillatory flow. The empirical mode decomposition (EMD)-scales filtering is used to erase vortex flow signal noise in oscillatory flow, and then the denoising effect of EMD-scales filter is compared with that of wavelet threshold filter using vortex flow meter signal noise in oscillatory flow. The signal simulation test shows that both EMD-scales filtering and wavelet threshold filtering can achieve good results, however, the former is more convenient and completely adaptive.

     

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