管道泄漏声波信号特征提取方法及实验研究
Feature Extraction Method and Experimental Study of Pipeline Leakage Acoustic Wave Signal
朱梓文 1徐晴晴 1马云栋 1董绍华1
作者信息
- 1. 中国石油大学(北京)安全与海洋工程学院应急管理部油气生产安全与应急技术重点实验室
- 折叠
摘要
为探究管道泄漏检测中信号的特征及变化规律,开展了理论研究与实验分析.采集不同工况下管道泄漏声波信号,利用变分模态分解对管道泄漏声波信号进行分解重构,并提取相应特征值,处理并对比分析不同运行压力、不同泄漏孔径、不同位置等工况的管道泄漏声波信号特征值.结果表明:管道运行压力与泄漏孔径与泄漏声波信号幅值呈正相关,管道泄漏位置与泄漏声波信号幅值呈负相关.因此,今后在对管道泄漏进行分析时需结合不同的工况进行对应的具体分析.此研究为基于声波法的管道泄漏检测提供了理论和数据支撑.
Abstract
In order to explore the changing rules and signal characteristics in pipeline leakage detec-tion,theoretical research and experimental analysis are carried out.The acoustic wave signals of pipeline leakage under different working conditions are collected,the acoustic wave signals of pipeline leakage are decomposed and reconstructed by using variational mode decomposition,and the corresponding characteristic values are extracted.The characteristic values of pipeline leakage acoustic wave signals un-der different operating pressures,leakage apertures,and locations are processed and compared.The re-sults show that the pipeline operating pressure and leakage aperture are positively correlated with the leakage acoustic wave signal amplitude,while the pipeline leakage location is negatively correlated with the leakage acoustic wave signal amplitude.Thus,when analyzing pipeline leakage in the future,it is necessary to carry out specific analyses according to different working conditions.This provides theoreti-cal and data support for pipeline leakage detection based on the acoustic wave method.
关键词
管道泄漏/声波检测实验/声波信号特征提取/变分模态分解Key words
pipeline leakage/acoustic wave detection experiment/acoustic signal feature extraction/variational mode decomposition引用本文复制引用
出版年
2024
NETL
NSTL
万方数据