Wavelets for the analysis of transient pressure signals for leak detection

被引:116
|
作者
Ferrante, Marco [1 ]
Brunone, Bruno [1 ]
Meniconi, Silvia [1 ]
机构
[1] Univ Perugia, Dip Ingn Civile Ambientale, I-06125 Perugia, Italy
关键词
D O I
10.1061/(ASCE)0733-9429(2007)133:11(1274)
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Transient tests can be reliably used for the diagnosis of pressurized pipe systems. As a matter of fact, the pressure signals acquired during these tests can reveal the presence of anomalies, e.g., leaks, since any irregularity in the pipe gives rise to reflected waves which in turn create discontinuities in the observed signal at the measurement section. In order to make the most of the interpretation of the pressure signals, as well as to improve the effectiveness of the location of leaks, wavelet analysis-a powerful tool within the realm of harmonic analysis-can be used. It aids in the diagnosis of pressure pipe systems by better exposing pressure signal discontinuities and precisely determining the arrival time of the pressure waves reflected by leaks, thus locating the leak itself. Since many wavelet transforms are available and the choice is driven by the specific application, both continuous and discrete wavelet transforms are considered in the paper, comparing different mother wavelets. Then the reliability of the technique with respect to the noise effects is tested on numerically simulated and experimental pressure signals. Specifically, it is shown that the wavelet analysis of numerical signals, with and without superimposed white noise, facilitates testing the ability of this tool to recognize small step variation-corresponding to small leaks-using low cost transducers.
引用
收藏
页码:1274 / 1282
页数:9
相关论文
共 50 条
  • [1] Leak detection in pipelines through spectral analysis of pressure signals
    Souza, AL
    Cruz, SL
    Pereira, JFR
    BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING, 2000, 17 (4-7) : 557 - 563
  • [2] Leak detection in pipelines through spectral analysis of pressure signals
    Souza, A.L.
    Cruz, S.L.
    Pereira, J.F.R.
    Brazilian Journal of Chemical Engineering, 2000, 17 (04) : 557 - 563
  • [3] Leak detection using cepstrum of cross-correlation of transient pressure wave signals
    Motazedi, Niloufar
    Beck, Stephen
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2018, 232 (15) : 2723 - 2735
  • [4] Analysis of First Transient Pressure Oscillation for Leak Detection in a Single Pipeline
    Xin-lei Guo
    Kai-lin Yang
    Fu-tian Li
    Tao Wang
    hui Fu
    Journal of Hydrodynamics, 2012, 24 : 363 - 370
  • [5] ANALYSIS OF FIRST TRANSIENT PRESSURE OSCILLATION FOR LEAK DETECTION IN A SINGLE PIPELINE
    Guo Xin-lei
    Yang Kai-lin
    Li Fu-tian
    Wang Tao
    Fu hui
    JOURNAL OF HYDRODYNAMICS, 2012, 24 (03) : 363 - 370
  • [6] Leak Detection in Viscoelastic Pipe by Transient Analysis
    Taieb, Lamjed Hadj
    Ayed, Lazhar
    Taieb, Ezzeddine Hadj
    CONDITION MONITORING OF MACHINERY IN NON-STATIONARY OPERATIONS, 2012, : 69 - 79
  • [7] Leak Detection in Pipe Using Controllable and Low-pressure Transient Analysis Method
    Li, Jiazhen
    Yu, Hongjing
    Guo, Xinlei
    Guo, Yongxin
    Wang, Tao
    Fu, Hui
    Huang, Wei
    Yingyong Jichu yu Gongcheng Kexue Xuebao/Journal of Basic Science and Engineering, 2022, 30 (04): : 873 - 882
  • [8] Feature extraction in pressure signals for leak detection in water networks
    Gamboa-Medina, M. M.
    Ribeiro Reis, L. F.
    Capobianco Guido, R.
    12TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONTROL FOR THE WATER INDUSTRY, CCWI2013, 2014, 70 : 688 - 697
  • [9] Ridge and phase identification in the frequency analysis of transient signals by harmonic wavelets
    Newland, DE
    JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME, 1999, 121 (02): : 149 - 155
  • [10] Adaptive wavelets classification of transient sonar signals
    Zhang, JY
    Jiang, XZ
    Yuan, BC
    ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, : 1535 - 1538