Data Processing Based on Fast Fourier Transform in a Correlation Leak Detector

Author:

Vladimirsky A.A., ,Vladimirsky I.A.,Semenyuk D.N., ,

Abstract

Fast Fourier transform (FFT) algorithms are widely used in correlation leak detectors (CD) in the implementation of digital data processing. The combination of the computa-tional efficiency of FFT with modern high-performance mobile computing means pro-vides acceptable data processing time during leak detection. Due to the increase in the general wear and tear of pipeline networks in many countries, the requirements for reliabil-ity and efficiency in detecting and repairing damage are increasing. Meeting these re-quirements means complicating data processing algorithms to more fully take into ac-count the diversity of the acoustic environment. This is the reason for the special interest in FFT as a basic, universal algorithm, on the basis of which it is promising to further develop data processing in CD. The article describes the experience of the authors in the application of FFT in parametric CD, in particular, the use of FFT in spectral evaluation and digital filtering of signals, calculations of digital filters, calculation and further pro-cessing of correlation functions is considered.

Publisher

National Academy of Sciences of Ukraine (Co. LTD Ukrinformnauka) (Publications)

Reference15 articles.

1. Correlation analysis in the phase domain: pat. EP1198757A1 GB: G01H3/00,  G01M3/24,  G06F17/14,  G06F17/15,  G10L21/0272,  G10L21/028,  G10L25/00, G10L25/51, (IPC1-7): G06F17/15, G06F17/15 (EP)/Alcock Eobert David; Central research lab ltd [GB]; 22.06.2000, publ. 24.04.2002.

2. Knapp C., Carter G. (1976) The generalized correlation method for estimation of time delay. IEEE Transactions on Acoustics, Speech, and Signal Processing. Vol. 24, no. 4. P. 320-327. URL: https://doi.org/10.1109/tassp.1976.1162830(date of access: 08.03.2024).

3. Leak Detection and Location of Water Pipes Using Vibration Sensors and Modified ML Prefilter /J. Choi et al.  Sensors. 2017. Vol. 17, no. 9. P. 2104. URL: https://doi.org/ 3390/s17092104 (date of access: 08.03.2024).

4. Avramchuk V.S., Chan V.T. (2009) Time-frequency correlation analysis of digital signals. News of Tomsk Polytechnic University. Vol. 315, no. 5. 112-115.URL: https://earchive>. tpu.ru/bitstream/11683/2899/1/bulletin_tpu-2009-315-5-23.pdf (date of access: 17.03.2024).

5. Sung-Hwan Shin. (2012) Improvement of cross-correlation technique for leak detection of a buried pipe in a tonal noisy environment. Nuclear engineering and technology. Vol. 44, no.8 P. 977-984, doi: 10.5516/NET.09.2011.067. URL:  https://www.researchgate.net/ publication/264139380 (date of access:03.2024).

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