TECHNICAL NOTES
Nov 1, 2007

Wavelets for the Analysis of Transient Pressure Signals for Leak Detection

Publication: Journal of Hydraulic Engineering
Volume 133, Issue 11

Abstract

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.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

This research has been partially funded by the Programme of Scientific Research of Relevant National Interest “Leakage detection in the management of water supply systems: innovative techniques and vulnerability analysis on the entry of uncontrolled liquid.” The support of Claudia Almadori and Vittorio Pagnoni is greatly acknowledged.

References

Brunone, B. (1989). “A technique for leak detection in wastewater outfalls. Numerical experiments (in Italian).” Proc., Congress on Wastewater Outfalls, CUEN, Naples, Italy, Vol. I, 223–236.
Brunone, B. (1999). “Transient test-based technique for leak detection in outfall pipes.” J. Water Resour. Plann. Manage., 125(5), 302–306.
Brunone, B., and Ferrante, M. (2001). “Detecting leaks in pressurised pipes by means of transients.” J. Hydraul. Res., 39(5), 539–547.
Brunone, B., and Ferrante, M. (2004a). “Closure to ‘Detecting leaks in pressurised pipes by means of transients’ by B. Brunone and M. Ferrante.” J. Hydraul. Res., 42(1), 105–109.
Brunone, B., and Ferrante, M. (2004b). “Pressure waves as a tool for leak detection in closed conduits.” Urban Water, 1(2), 145–155.
Colombo, A. F., and Karney, B. W. (2002). “Energy and costs of leaky pipes: Toward comprehensive picture.” J. Water Resour. Plann. Manage., 128(6), 441–450.
Covas, D., and Ramos, H. (2001). “Hydraulic transients used for leakage detection in water distribution systems.” Proc., 4th Int. Conf. on Water Pipeline Systems, BHR Group, Cranfield, U.K., 227–242.
Covas, D., Ramos, H., and Betamio de Almeida, A. (2000). “Leak location in pipe systems using pressure surges.” Proc., 8th Int. Conf. on Pressure Surges, Mechanical Engineering Publications, Bury St. Edmunds, U.K., 169–179.
Daubechies, I. (1992). Ten lectures on wavelets, Society for Industrial and Applied Mathematics, Philadelphia.
Donoho, D. L. (1995). “De-noising by soft-tresholding.” IEEE Trans. Inf. Theory, 41(3), 613–627.
Ferrante, M., and Brunone, B. (2001). “Leak detection in pressurised pipes by means of wavelet analysis.” Proc., 4th Int. Conf. on Water Pipeline Systems, BHR Group Limited, Cranfield, U.K., 243–256.
Ferrante, M., and Brunone, B. (2003a). “Pipe system diagnosis and leak detection by unsteady-state tests. 1: Harmonic analysis.” Adv. Water Resour., 26(1), 95–105.
Ferrante, M., and Brunone, B. (2003b). “Pipe system diagnosis and leak detection by unsteady-state tests. 2: Wavelet analysis.” Adv. Water Resour., 26(1), 107–116.
Gudmundsson, J. S., Durugut, I., Rønnevig, J., Korsan, K., and Celius, H. K. (2002). “Pressure pulse analysis of flow in tubing and casing of gas lift wells.” Proc., Spring ASME/API Gas Lift Workshop, Houston.
Holschneider, M. (1995). Wavelets: An analysis tool, Oxford University Press, Oxford, U.K.
Jonsson, L. (1999). “Hydraulic transients as a monitoring device.” Proc., 28th IAHR Congress, IAHR, Delft, The Netherlands.
Jonsson, L., and Larson, M. (1992). “Leak detection through hydraulic transient analysis.” Proc., Int. Conf. on Water Pipeline Systems, Manchester, U.K., Kluwer Academic, Dordrecht, The Netherlands, 273–286.
Kapelan, Z., Savic, D. A., and Walters, G. A. (2000). “Inverse transient analysis in pipe networks for leakage detection and roughness calibration.” Proc., Int. Conf. on Water Network Modelling for Optimal Design and Management, Centre for Water Systems, Exeter, U.K., 143–159.
Kapelan, Z., Savic, D. A., and Walters, G. A. (2003). “A hybrid inverse transient model for leakage detection and roughness calibration in pipe networks.” J. Hydraul. Res., 41(3), 481–492.
Lambert, A., and Hirner, W. (2000). “Losses from water supply systems: Standard terminology and recommended performances measures.” The Blue pages, IWA, 10, 1–13.
Liggett, J. A., and Chen, L.-C. (1994). “Inverse transient analysis in pipe networks.” J. Hydraul. Eng., 120(8), 934–955.
Mallat, S. G. (1999). A wavelet tour of signal processing, 2nd Ed., Academic, San Diego.
Mallat, S. G., and Zhong, S. (1992). “Characterization of signals from multiscale edges.” IEEE Trans. Pattern Anal. Mach. Intell., 14(7), 710–732.
Nicholas, R. E. (1990). “Leak detection on pipelines in unsteady flow.” Proc., Forum on Unsteady Flow ASME, New York, 23–25.
Silva, R. A., Buiatti, C. M., Cruz, S. L., and Pereira, J. A. F. R. (1996). “Pressure wave behaviour and leak detection in pipelines.” Comput. Chem. Eng., 20 (Suppl.), S491–S496.
Stoianov, I., Karney, B. W., Covas, D., Maksimovic, C., and Graham, N. (2001). “Wavelet processing of transient signals for pipeline leak location and quantification.” Proc., Int. Conf. on Computing and Control for the Water Industry, 65–76.
Stoianov, I., Karney, B. W., Covas, D., Maksimovic, C., and Graham, N. (2002). “Wavelet processing of transient signals for pipeline leak location and quantification.” Proc., 1st Annual Environmental and Water Resources Systems Analysis Symposium, ASCE, Reston, Va.
Strang, G., and Nguyen, T. (1997). Wavelets and filter banks, Wellesley-Cambridge Press, Wellesley, Mass.
Vítkovský, J. P., Simpson, A. R., and Lambert, M. F. (2000). “Leak detection and calibration using transients and genetic algorithms.” J. Water Resour. Plann. Manage., 126(4), 262–265.

Information & Authors

Information

Published In

Go to Journal of Hydraulic Engineering
Journal of Hydraulic Engineering
Volume 133Issue 11November 2007
Pages: 1274 - 1282

History

Received: Nov 29, 2005
Accepted: May 2, 2007
Published online: Nov 1, 2007
Published in print: Nov 2007

Permissions

Request permissions for this article.

Authors

Affiliations

Marco Ferrante
Associate Professor, Dip. di Ingegneria Civile ed Ambientale, Univ. of Perugia, Via G. Duranti 93, 06125 Perugia, Italy (corresponding author). E-mail: [email protected]
Bruno Brunone, M.ASCE
Professor, Dip. di Ingegneria Civile ed Ambientale, Univ. of Perugia, Via G. Duranti 93, 06125 Perugia, Italy. E-mail: [email protected]
Silvia Meniconi
Assistant Professor, Dip. di Ingegneria Civile ed Ambientale, Univ. of Perugia, Via G. Duranti 93, 06125 Perugia, Italy. E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share