Browse > Article
http://dx.doi.org/10.5516/NET.09.2011.067

IMPROVEMENT OF CROSS-CORRELATION TECHNIQUE FOR LEAK DETECTION OF A BURIED PIPE IN A TONAL NOISY ENVIRONMENT  

Yoon, Doo-Byung (Nuclear Technology Convergence Division, KAERI)
Park, Jin-Ho (Nuclear Technology Convergence Division, KAERI)
Shin, Sung-Hwan (Nuclear Technology Convergence Division, KAERI)
Publication Information
Nuclear Engineering and Technology / v.44, no.8, 2012 , pp. 977-984 More about this Journal
Abstract
The cross-correlation technique has been widely used for leakage detection of buried pipes, and this technique can be successfully applied when the leakage signal has a high signal-to-noise ratio. In the case of a power plant, the measured leakage signals obtained from the sensors may contain background noise and mechanical noise generated by adjacent machinery. In such a case, the conventional method using the cross-correlation function may fail to estimate the leakage point. In order to enhance the leakage estimation capability of a buried pipe in a noisy environment, an improved cross-correlation technique is proposed. It uses a noise rejection technique in the frequency domain to effectively eliminate the tonal noise due to rotating machinery. Experiments were carried out to verify the validity of the proposed method. The results show that even in a tonal noisy environment, the proposed method can provide more reliable means for estimating the time delay of the leakage signals.
Keywords
Leakage Detection; Buried Pipe; Cross-correlation; Noise Reduction; Signal Processing;
Citations & Related Records
연도 인용수 순위
  • Reference
1 R. Iserman, "Process Fault Detection on Modeling and Estimation Methods - A Survey," Automatica, Vol. 20(4), pp. 387-404, (1984).   DOI   ScienceOn
2 Y.-H. Cho, "A Study of Guided Waves for Buried Pipe Inspection," Proceeding of the 2010 KPVP, Korea, pp. 33-34, (2010).
3 G. J. Weil, "Non Contact, Remote Sensing of Buried Water Pipeline Leaks Using Infrared Thermography," Water Resources Planning and Management and Urban Water Resources, pp. 404-407, (1993).
4 L. Billman et al., "Leak Detection Methods for Pipelines," Proceeding of the 9th IFAC Congress, Hungary, (1984).
5 R. Iserman, Fault-Diagnosis Applications: Model-based Condition Monitoring, Chapter 7, Springer, 2011.
6 H. V. Fuchs, "Ten Years of Experience with Leak Detection by Acoustic Signal Analysis," Applied Acoustics, Vol. 33, pp. 1-19, (1991).   DOI   ScienceOn
7 D. A. Liston et al., "Leak Detection Techniques," Journal of New England Water Works Association, Vol. 1206(2), pp.103-108, (1992).
8 Y. Gao, M. J. Brennan, P. F. Joseph, "A Comparison of Time Delay Estimators for the Detection of Leak Noise Signals in Plastic Water Distribution Pipes," Journal of Sound and Vibration, Vol. 292, pp. 552-570, (2006).   DOI
9 Y.-S. Lee and D.-J. Yoon, "An Algorithm for Leak Point Detection of Underground Pipelines," Proceedings of the KSNT Annual Spring Conference, pp. 212-218, (2004).
10 Y.-S. Lee, "Leak Point Detection of Underground Water Pipelines," Journal of the Korean Society for Noise and Vibration Engineering, Vol. 17(1), pp. 16-21, (2007).
11 K. Kazuhisa, "Method and Apparatus for Detecting Leakage Position in Piping," Japan Patent No. JP-2004-125628A, 2004.
12 J. S. Bendat and A. G. Piersol, Random Data, Wiley, 1986.
13 R. J. Pinnington and A. R. Briscoe, "Experimentally Applied Sensor for Axisymmetric Waves in a Fluid Filled Pipe," Journal of Sound and Vibration, Vol. 173(4), pp. 503-516, (1994).   DOI   ScienceOn
14 J. M. Muggleton et al., "Wavenumber Prediction of Waves in Buried Pipes for Water Leak Detection," Journal of Sound and Vibration, Vol. 249(5), pp. 939-954, (2002).   DOI
15 J. M. Muggleton et al., "Axisymmetric Wave Propagation in Fluid-Filled Pipes: Wavenumber Measurements in in Vacuo and Buried Pipes," Journal of Sound and Vibration, Vol. 270, pp. 171-190, (2004).   DOI
16 Osama Hunaidi, Wing T. Chu, "Acoustical Characteristics of Leak Signals in Plastic Water Distribution Pipes," Applied Acoustics, Vol. 58, pp. 235-254, (1999).   DOI