A novel noise reduction method applied in negative pressure wave for pipeline leakage localization
2016; Elsevier BV; Volume: 104; Linguagem: Inglês
10.1016/j.psep.2016.08.014
ISSN1876-4800
AutoresWenqing Lu, Wei Liang, Laibin Zhang, Wei Liu,
Tópico(s)Non-Destructive Testing Techniques
ResumoNoise in pipeline pressure signal is a small noise of which the amplitude is much smaller than that of signal. But it affects recognition of pressure drop and results in inaccurate leakage localization or false alarm. Thus, a small noise reduction method based on empirical mode decomposition (SNR-EMD) is proposed to reduce the noise in pipeline pressure signal. SNR-EMD removes the noise considered as small fluctuations in signal around the mean line calculated by signal’s upper envelope and lower envelope. Meanwhile, end effect of SNR-EMD is restrained by extrema mirror extension (EME). Then tested by pressure signal in field, SNR-EMD can reduce small noise well through making the denoised signal smooth and conserving the mutation characteristics of the original signal. Finally, negative pressure wave (NPW) combined with SNR-EMD is used to locate pipeline leakage. The case study indicates that pressure drop can be well recognized and leakage can be accurately located.
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