Gas leak locating in steel pipe using wavelet transform and cross-correlation method

被引:11
|
作者
Saman Davoodi
Amir Mostafapour
机构
[1] University of Tabriz,Faculty of Mechanical Engineering
关键词
Continues leakage; Acoustic emission; Wavelet transform; Filtering technique; Cross-correlation;
D O I
暂无
中图分类号
学科分类号
摘要
Pipelines leakage in power plant, petrochemical complexes, and refineries can lead to explosion, pollution, and severe physical damages, so precise and on time leak locating is very important. There are many techniques for detecting and locating the leakage. In this research, we represent the leak locating principle in pressurized gas pipelines by using acoustic emission theory. An algorithm for finding the location of continuous acoustic waves resulted from leakage is provided by MATLAB software. The used leak locating technique is a combination of wavelet transform, filtering, and cross-correlation methods. The resulted acoustic emission signals were analyzed into high and low frequencies by wavelet transform and available noises on them were omitted completely by filtering. Then de-noised acoustic emission signals were reconstructed. Time differences of de-noised waves were calculated precisely by using cross-correlation function. For studying the accuracy of used method, acoustic emission testing was done by continuous leakage source. The resulted signals of leakage were recorded by two acoustic sensors in two sides of leakage source, and time difference and leak location were calculated by using the algorithm. Several tests were done by changing sensor distance from leakage source and error percent of less than 3 % was resulted in leak locating that indicated high precision of used algorithm.
引用
收藏
页码:1125 / 1135
页数:10
相关论文
共 50 条
  • [1] Gas leak locating in steel pipe using wavelet transform and cross-correlation method
    Davoodi, Saman
    Mostafapour, Amir
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 70 (5-8): : 1125 - 1135
  • [2] An improved cross-correlation method based on wavelet transform and energy feature extraction for pipeline leak detection
    Li, Suzhen
    Wang, Xinxin
    Zhao, Ming
    [J]. SMART STRUCTURES AND SYSTEMS, 2015, 16 (01) : 213 - 222
  • [3] A Fast Leak Locating Method Based on Wavelet Transform
    葛传虎
    杨红英
    叶昊
    王桂增
    [J]. Tsinghua Science and Technology, 2009, 14 (05) : 551 - 555
  • [4] STUDY ON WATER LEAK DETECTION USING WAVELET INSTANTANEOUS CROSS-CORRELATION
    Zhong, Zhang
    Suzuki, Junji
    Miyake, Tetsuo
    Kondou, Hiroaki
    Enastu, Kentarou
    [J]. PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2015, : 133 - 137
  • [5] Burst Detection and Localization using Discrete Wavelet Transform and Cross-Correlation
    Trutie-Carrero, Eduardo
    Valdes-Santiago, Damian
    Leon-Mecias, Angela
    Ramirez-Beltran, Jorge
    [J]. REVISTA IBEROAMERICANA DE AUTOMATICA E INFORMATICA INDUSTRIAL, 2018, 15 (02): : 211 - 216
  • [6] Wavelet Transform and Cross-Correlation as Tools for Seizure Prediction
    Botero Suarez, Claudia C.
    Fonoff, Erich Talamoni
    Munoz G, Mario Alonso
    Godoi, Antonio Carlos
    Ballester, Gerson
    Ramirez-Fernandez, Francisco Javier
    [J]. 2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, : 4020 - 4023
  • [7] Cross-correlation of bio-signals using continuous wavelet transform and genetic algorithm
    Sukiennik, Piotr
    Bialasiewicz, Jan T.
    [J]. JOURNAL OF NEUROSCIENCE METHODS, 2015, 247 : 13 - 22
  • [8] A Detection Method for Friction Vibration Based on Harmonic Wavelet Packet Transform and Cross-Correlation Analysis
    Xing, Pengfei
    Li, Guobin
    Liu, Ting
    Gao, Hongtao
    Wang, Guoyou
    [J]. JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME, 2018, 140 (03):
  • [9] Locating volcanic tremor using azimuth coherence of cross-correlation
    Guo, Xuebao
    Sun, Muchen
    Yu, Youqiang
    Shi, Ying
    Jia, Xin
    [J]. JOURNAL OF ASIAN EARTH SCIENCES, 2023, 258
  • [10] Wavelet multi-resolution cross-correlation analysis of swirling gas-solid flow in a horizontal pipe
    Rinoshika, A
    Takei, M
    Tomita, Y
    Saito, Y
    Horii, K
    [J]. PARTICULATE SCIENCE AND TECHNOLOGY, 2004, 22 (02) : 107 - 118