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Experimental Study on Leak Detection and Location for Gas Pipelines Based on Acoustic Waves Using Improved Hilbert-Huang Transform

机译:利用改进的Hilbert-Huang变换,基于声波的气体管道泄漏检测和位置的实验研究

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摘要

Pipeline systems are a sate method of transporting oil and gas from one place to another, although they sutler from leaks due to external and internal factors and fail to deliver the required products to customers. Many methods have been researched and implemented for gas leakage detection and localization. However, larger leakages can be easily detected while small leakages may not be detected for some time, especially when a pipeline is buried in remote places or under ice. Therefore, lacking real-time small and larger gas leakage wireless sensor detection systems causes financial, environmental, and health problems. In this paper, an experimental study has been conducted for real-time natural gas leakage detection and localization based on acoustic waves. Surface acoustic sensor technology and Hilbert-Huang transform (HHT) processing algorithm were successfully studied both experimentally and numerically to discover their efficiency on leakage detection and localization, and they are proposed and established as the best method for gas pipeline leak detection. A small gas pipe section with 40-m length, 20-mm internal diameter, and two valves as the artificial leaks was used. First, the leakage detection and location method based on an acoustic wave with an improved HHT method and the propagation model were suggested and designed. When the two key points were established, the experiential equipment was constructed on a laboratory scale and the experiments were conducted. The time difference (TD) was calculated, and the propagation model and the leakage localization methods were also verified. Finally, the results of the experiments are discussed and analyses indicate the improved HHT method and the HHT method yield different experimental leak location error maximum absolute values of 0.58% and 13.66%, respectively, showing that an improved HHT method is better than the HHT method for calculating the TD of leakage location; the method based on the amplitude propagation model can be achieved without TD calculation. Therefore, it is concluded that the new method is efficient and can protect and monitor natural gas pipelines. (C) 2020 American Society of Civil Engineers.
机译:管道系统是将石油和天然气从一个地方运送到另一个地方的水合方法,尽管它们由于外部和内部因素而导致的泄漏,并且未能向客户提供所需的产品。已经研究和实施了许多方法,用于气体泄漏检测和定位。然而,可以容易地检测到较大的泄漏,同时可能不会检测到小泄漏一段时间,特别是当管道埋在偏远地点或冰下时。因此,缺乏实时小型和较大的气体泄漏无线传感器检测系统导致金融,环境和健康问题。本文采用了基于声波的实时天然气泄漏检测和定位进行了实验研究。表面声学传感器技术和希尔伯特 - 黄变换(HHT)加工算法在实验上和数值上进行了研究,以发现它们对泄漏检测和定位的效率,并提出并建立作为气体管道泄漏检测的最佳方法。使用具有40米长,20mm的内径和两个阀门的小型气体管段,随着人造泄漏的两个阀门。首先,提出了基于具有改进的HHT方法和传播模型的声波的泄漏检测和位置方法和设计。当建立两个关键点时,实验设备在实验室规模构建,进行实验。计算时间差(TD),并且还验证了传播模型和泄漏定位方法。最后,讨论了实验结果并分析表明改善的HHT方法和HHT方法分别产生不同的实验泄漏位置误差,分别为0.58%和13.66%的最大绝对值,表明改进的HHT方法优于HHT方法。计算泄漏位置的TD;可以在没有TD计算的情况下实现基于幅度传播模型的方法。因此,结论是新方法是有效的,可以保护和监控天然气管道。 (c)2020年美国土木工程师协会。

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