Pipeline leak detection based on improved stochastic resonance

Linbo Hu, Zhaoli Yan, Jun Yang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

An active acoustic wave method is used to detect and locate the pipeline leak. For large and continue leaks, the cross-correlation analysis method is often adopted, but for some tiny gas leaks underground, the leakage signals are too weak to be detected. So an acoustic wave is put into the pipeline, and during the process of its propagation, the acoustic wave is reflected at the leaking point because of the discontinuity of acoustic impedance. Then the leaking point is located according to the arrival time of reflected wave. The stochastic resonance method is adopted to detect the weak signal of reflected wave in our study. Rescaling is used to deal with its restriction that it is only effective for low frequency signal. Then, the system parameters are optimized globally by the genetic algorithm. The experimental results show a good performance of the SR algorithm for leak detection in gas pipeline.

Original languageEnglish
Title of host publication25th International Congress on Sound and Vibration 2018, ICSV 2018
Subtitle of host publicationHiroshima Calling
PublisherInternational Institute of Acoustics and Vibration, IIAV
Pages4580-4586
Number of pages7
ISBN (Electronic)9781510868458
Publication statusPublished - 2018
Externally publishedYes
Event25th International Congress on Sound and Vibration 2018: Hiroshima Calling, ICSV 2018 - Hiroshima, Japan
Duration: Jul 8 2018Jul 12 2018

Publication series

Name25th International Congress on Sound and Vibration 2018, ICSV 2018: Hiroshima Calling
Volume8

Conference

Conference25th International Congress on Sound and Vibration 2018: Hiroshima Calling, ICSV 2018
Country/TerritoryJapan
CityHiroshima
Period7/8/187/12/18

Bibliographical note

Publisher Copyright:
Copyright © (2018) by International Institute of Acoustics & Vibration. All rights reserved.

ASJC Scopus Subject Areas

  • Acoustics and Ultrasonics

Keywords

  • Acoustic echo
  • Genetic algorithm
  • Pipeline leak detection
  • Stochastic resonance

Cite this