Application of hilbert-huang transform to denoising in vortex flowmeter

被引:0
作者
Zhi-qiang Sun
Jie-min Zhou
Ping Zhou
机构
[1] Central South University,School of Energy Science and Engineering
[2] Zhejiang University,Department of Control Science and Engineering
来源
Journal of Central South University of Technology | 2006年 / 13卷
关键词
flow measurement; vortex flowmeter; denoising; Hilbert-Huang transform; signal processing; TH814;
D O I
暂无
中图分类号
学科分类号
摘要
Due to piping vibration, fluid pulsation and other environmental disturbances, variations of amplitude and frequency to the raw signals of vortex flowmeter are imposed. It is difficult to extract vortex frequencies which indicate volumetric flowrate from noisy data, especially at low flowrates. Hilbert-Huang transform was adopted to estimate vortex frequency. The noisy raw signal was decomposed into different intrinsic modes by empirical mode decomposition, the time-frequency characteristics of each mode were analyzed, and the vortex frequency was obtained by calculating partial mode’s instantaneous frequency. Experimental results show that the proposed method can estimate the vortex frequency with less than 2% relative error; and in the low flowrate range studied, the denoising ability of Hilbert-Huang transform is markedly better than Fourier based algorithms. These findings reveal that this method is accurate for vortex signal processing and at the same time has strong anti-disturbance ability.
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页码:501 / 505
页数:4
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