基于广义概念的城市燃气管道泄漏精确定位

为了准确地检测城市燃气管道泄漏,提出了一种基于广义概念的管道泄漏检测定位方法。声发射技术对于管道泄漏的检测、定位是一个极好的工具,但由于泄漏源的传播容易受到周围背景噪声以及复杂工况的影响,其定位误差较大。基于时延估计的互相关信号处理方法被广泛用于管道泄漏检测定位,但由于泄漏应力波传播通道的动态特性,使得源信号在传播过程中会产生波形变化,给互相关函数峰值位置的确定带来困难。由此引入广义相关分析方法,通过对信号进行前置滤波,在一定程度上减少了传播通道动态特性因素对泄漏点定位的不利影响,得到了更为准确的时延估值。在此基础上,通过模拟实验,编写Matlab神经网络代码,构造GRNN模型,进一步预测定位。结果表明,GRNN预测的声发射检测值、互相关定位值以及广义相关定位值,相比之前定位精度分别得到提高,其中基于广义相关的延时估计方法定位最为精确,将该方法用于工程实际中,可以更加精确地定位出泄漏点。     

声发射法检测输气管道泄漏的研究综述

声发射法检测管道泄漏是目前的热点方法,研究涉及泄漏信号的产生与传播、信号拾取与处理、基于信号的智能识别与定位等。通过介绍声发射检测定位原理及一些基本规律,详细分析小波分析、局域均值分解、经验模态分解、变分模态分解在处理泄漏信号时的优劣,探讨人工智能在处理管道泄漏声发射信号中的应用,总结管道泄漏的模态研究、相关试验研究,来理清基于声发射的管道泄漏检测现状及展望未来发展。     

基于MCKD和EMD分解的压力管道泄漏源定位研究

针对输气压力管道泄漏声发射信号由于含有大量噪声而特征难以提取的问题,文章提出一种基于MCKD(最大相关鞘度解卷积)和EMD分解相结合的管道泄漏声发射信号提取方法。首先根据MCKD对泄漏信号进行降噪,突出信号中的有效成分,然后进行EMD分解得到含有泄漏特征的敏感IMF分量,并进行EMD重构并提取泄漏源声发射信号的本质特征,提高管道定位精度。实验表明,该方法能够很好地滤除信号中的噪声并且准确地提取含噪声信号中的时频特征,是对压力管道泄漏声发射信号降噪的一种新方法。     

基于声发射技术的压力管道泄漏监测

本文通过在试验室条件下,对压力管道泄漏的声发射信号进行定位及特征研究,探索声发射技术在压力管道泄漏监测方面的可行性;并通过工业锅炉水压试验过程中的连接管道泄漏声发射监测案例对研究成果进行验证,从而为压力管道泄漏声发射监测积累必要的工程经验和理论数据。     

基于VMD分量相对熵分析的压力管道泄漏定位

为减小压力管道泄漏定位误差,从而及时处理管道泄漏,预防事故,首先,提出一种基于变分模态分解(VMD)分量相对熵分析的管道泄漏定位方法,采用VMD分解泄漏信号,获得多个分量,用相对熵分析自适应选择方法去除与管道泄漏信号混合的非泄漏信号,获取最佳观测信号;然后,利用管道模态声发射理论与广义S变换互时频分析,减少泄漏声发射信号频散性对定位的影响,获取较准确的泄漏信号的时延与声速;最后,利用管道泄漏时差定位公式计算泄漏位置,实现管道泄漏的精确定位。结果表明:该方法能够实现管道泄漏精确定位,与直接互时频分析方法以及相关系数分析法相比,定位精度明显提高。     

基于IEEMD样本熵分析的管道泄漏定位

为降低城市管道泄漏定位误差,提出1种改进的集合经验模态分解（IEEMD）样本熵分析的管道多点泄漏定位方法。首先通过在EEMD中添加自相关函数计算和EMD算法,得到IEEMD;然后应用IEEMD可将原始泄漏信号直接去噪并分解为真实信号分量和冗余分量,经样本熵分析计算剔除冗余分量,获得有效泄漏信号;最后根据互相关时延计算和声发射时差定位法精确计算泄漏点位置。结果表明:该方法泄漏信号提取效果好、计算效率更高,有效提高了信号的信噪比,降低了信号的均方误差;该方法将管道泄漏定位误差降低至4.06%,较大程度提高了管道泄漏定位精确度。     

起重机械箱形梁声发射波传播特性仿真与实验研究

声发射检测通过采集材料本身产生的AE信号,实现对结构损伤处AE源的定位及损伤状态评估。正确认识声发射信号波在结构中的传播规律,有助于实现起重机械声发射检测传感器优化布置及对损伤状态的量化判断,特别对于声发射技术应用在起重机械健康监测方面具有积极的意义。     

长管拖车气瓶声发射技术定位检测方法分析

长管拖车气瓶是盛装有危险介质的高压储运设备,能否进行及时有效的检验,是保障其安全可靠运行的关键。我国开始长管拖车气瓶的应用、研究时间不长,相关积累不充分,而现有的水压试验法对危险性缺陷不敏感。声发射检测是动态缺陷整体检测的有效方法,将其应用于长管拖车气瓶的检测可节省大量的时间和人力、物力。对框架式长管拖车气瓶进行了不拆车声发射定位试验,测定了瓶体上断铅源声发射信号随距离衰减的曲线,采用数值分析方法得到曲线拟合方程式,探讨总结出定位过程中声发射采集的关键参数——门槛、探头间距和声速的设定方法和初始值,以及拖车结构对定位的影响,为长管拖车气瓶声发射定期检验工作的开展提供了参考,在分析定位源强度、定位方法研究方面有重要意义。     

管道泄漏次声波信号特征及衰减规律的数值模拟研究

为了更加精确地对输送管道泄漏进行检测,采用COMSOL软件对管道次声波检测泄漏信号的频谱、声压级及衰减规律进行数值计算研究。结果表明:管道泄漏信号的声压级峰值频率出现2个范围,即0.01~2Hz和10~12Hz;随着管道压力和泄漏孔径增大,泄漏点所产生的次声波信号幅度呈增大趋势,泄漏产生的声压级与平面波总功耗也同样增加。研究成果可为城市埋地输送管道泄漏的次声波检测定位方法提供理论依据。     

基于时差收敛算法的声发射源定位方法研究

本文针对传统基于时差的声发射定位方法精度及稳定性不足且易受检测环境影响的问题,提出了一种基于收敛算法的声发射源定位方法,经过循环迭代不断优化声发射信号的到达时刻计算方式,使得定位计算重构的定位源稳定收敛在近似同一区域,从而提高声发射源的定位准确度。     

The method for leakage detection of urban natural gas pipeline based on the improved ITA and ALO

To solve the problems of the difficulty in early leakage monitoring and larger positioning error for urban hazardous chemicals pipelines, the optimized method based on the improved Inverse Transient Analysis (ITA) and Ant Lion Optimizer (ALO) was proposed. Firstly, based on the obtained experiment's results of leakage of natural gas in the non-metallic pipeline, the segment classification method was incorporated into the pressure gradient calculation. The modified method can adapt to the multi-node characteristics of urban pipe networks and help to obtain the preliminary positioning calculation results after optimization. Then the calculation results were embedded in the ITA calculation model. The input parameters of the gas pipeline such as boundary conditions, leakage rate and friction coefficient were used to establish the characteristic linear equations. Then the objective function of the least-squares criterion was defined, and the improved ITA model suitable for leakage detection of urban natural gas pipeline networks was constructed. Finally, the ALO was used to optimize the calculation process of the improved ITA model, and iteratively optimize the optimal friction coefficient and its corresponding minimum objective function (OF) value. As a result, a more precise location of the leakage source was calculated. The validation of the modified method is conducted by comparing the calculated values with the experiment's results. The results show that the method can accurately predict the location where the pipeline leakage occurs. The minimum error is 3.17%. Compared with the traditional ITA, this method not only accelerates the convergence speed of the objective function, but also improves the accuracy of location calculation.     

Integrated-signal-based leak location method for liquid pipelines

Leaks in pipelines can cause major incidents resulting in both human injuries and financial losses. Among the considerable leak detection and location methods, the Negative Pressure Wave (NPW) based method has been widely used in locating leaks in liquid pipelines. The NPW based method only monitors the pressure changes at two ends of a pipeline. But the pressure is apt to be fixed by the end equipment and the change of it induced by a small or slow leakage is too small to be detected, which limit the application of the NPW based method in these situations. This paper presents a novel leak location method based on integrated signal, which is a combination of the pressure and flow rate signals. The representation of the integrated signal is derived from the transient analysis of the leakage. For the change of the integrated signal induced by a leakage is larger than the pressure change and it is also unaffected by the end equipment, the proposed method can be used to detect and locate small or slow leakage in a pipeline and can also be used in pipelines which end pressures are fixed by some kinds of equipment. The validation of the proposed method also confirms its advantages.     

金属压力容器声发射源特性的研究

通过对多台报废压力容器进行超压试验的声发射检测和对 5 0 0多台压力容器现场声发射检验数据的分析 ,给出了现场压力容器检验可能遇到的多种声发射源的特性。这些声发射源包括裂纹、夹渣、未熔合、未焊透等焊接缺陷的开裂和增长、残余应力释放、氧化皮的剥落、结构摩擦、泄漏、风吹、雨滴撞击和电子噪音等。笔者对这些声发射源的定位、分布和关联特性分别进行了分析与研究 ,并列举了大量的实例。     

Study on leak-acoustics generation mechanism for natural gas pipelines

In order to figure out the principles of acoustic leak detection for natural gas pipelines, a study on the leak-acoustics generation mechanism is carried out. The aero-acoustics generation mechanism is analyzed and when leakage occurs the wave equations of sonic sources are developed. The leak-acoustics generated by the quadrupole and dipole sonic sources are then simulated to obtain the laws of the acoustic characteristics. The simulation data are compared with the experimental data to verify the simulation accuracy under variable operating conditions. The results show that the quadrupoles and the dipoles generated by turbulent fluctuations cause leak-acoustics; the main component of pressure perturbations acquired by the dynamic pressure sensor is acoustic perturbations; both the simulation method and the experimental method can be applied to study the leak-acoustics generation mechanism of natural gas pipelines.     

A new leak location method based on leakage acoustic waves for oil and gas pipelines

In order to study a new leak detection and location method for oil and natural gas pipelines based on acoustic waves, the propagation model is established and modified. Firstly, the propagation law in theory is obtained by analyzing the damping impact factors which cause the attenuation. Then, the dominant-energy frequency bands of leakage acoustic waves are obtained through experiments by wavelet transform analysis. Thirdly, the actual propagation model is modified by the correction factor based on the dominant-energy frequency bands. Then a new leak detection and location method is proposed based on the propagation law which is validated by the experiments for oil pipelines. Finally, the conclusions and the method are applied to the gas pipelines in experiments. The results indicate: the modified propagation model can be established by the experimental method; the new leak location method is effective and can be applied to both oil and gas pipelines and it has advantages over the traditional location method based on the velocity and the time difference. Conclusions can be drawn that the new leak detection and location method can effectively and accurately detect and locate the leakages in oil and natural gas pipelines.     

深埋管道中泄漏孔对燃气泄漏影响的数值模拟*

为研究泄漏孔的各种因素对深埋土体中燃气管道泄漏的具体影响，采用1个包含燃气管道的三维模型，研究单个泄漏孔的大小、位置、形状对于埋地燃气管道泄漏的影响，并建立大小相等的双泄漏孔的燃气管道，确定双泄漏孔间距对于燃气泄漏扩散的影响。结果表明:泄漏孔越大，燃气在土壤中的扩散速度越快，且泄漏孔的大小对深埋燃气管道泄漏的影响最大；泄漏孔位置的影响次之，顶部与侧壁的泄漏孔扩散速度相差无几，底部泄漏孔的扩散速度远低于前2者；双泄漏孔间距的影响较小，双泄漏孔的距离越小，甲烷的扩散速度越快；泄漏孔形状对于深埋燃气管道泄漏扩散的影响非常小。     

地下综合管廊天然气管道泄漏扩散模拟研究

为了研究管道异常泄漏时天然气的扩散情况,采用Fluent软件模拟研究不同压力条件下气体在管舱内的浓度分布特性,核算保护半径为7.5 m时的报警探测器在灾变时的响应时间,以达到指导报警探测器设计的目的。结果表明:当泄漏压力为103.3 kPa,200.0 kPa时,对应的报警响应时间分别为2.15 s,0.45 s,报警响应时间随着泄漏压力的增大而减小,在常规中压输出压力下,响应时间最大值为2.15 s;同一泄漏压力下,管舱内气体扩散距离与泄漏持续时间成正相关;报警探测器的响应浓度以爆炸下限的20%为推荐值。     

城市管道天然气在土壤中泄漏扩散实验研究

天然气在土壤中扩散行为的实验研究对埋地管道泄漏点的科学定位及泄漏事故的预防具有重要意义.采用全尺度气体泄漏实验系统,模拟真实埋地管道泄漏场景,对泄漏后的天然气在土壤中的扩散对流过程进行实验研究.基于自行研制的气体检测与数据采集系统和GasClam地下气体在线监测仪,分析天然气在土壤中的对流扩散规律.结果表明:埋地管道泄漏后天然气在土壤中的对流扩散过程可以分为4个阶段:孕育阶段、陡然增长阶段、缓慢增长阶段和稳定阶段,其浓度随泄漏时间的变化过程符合S型曲线特征.天然气扩散至检测点所需时间与距泄漏口距离呈现近似的幂指数关系.当检测点位于泄漏口附近区域时,泄漏压力起主导作用.当检测点位于远离泄漏口区域时,泄漏量起主导作用.     

深层圆弧形滑坡作用下长输埋地输气管道响应分析

针对影响长输埋地管道安全运行的山体滑坡问题,基于深层圆弧形滑坡理论和有限元方法,建立了在深层圆弧形滑坡作用下的管道计算 模型,对管道的受力进行了数值模拟。对土壤密度、管道壁厚、管道内压以及土抗剪强度进行了参数敏感性分析,研究了各参数对发生滑坡时 管道所受最大应力的影响规律。结果表明:当滑坡规模、滑坡角度增大时,管道所受Von Mises值会随之增大;随土壤密度的增加,管道所受的 应力也会增加;在滑坡多发区,应设计大壁厚的管道,以增加管道安全性;应确保管道内压小于10MPa,当内压突增时应有紧急预案;土抗剪强 度对在深层圆弧形滑坡作用下管道所受应力的影响明显小于其他3个敏感参数。该研究工作为山体滑坡区的安全管道设计提供了一定的参考,对 确保滑坡区埋地管道的安全运营有重要意义。