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Natural Gas Fugitive Leak Detection Using an Unmanned Aerial Vehicle: Localization and Quantification of Emission Rate

机译:使用无人驾驶飞行器的天然气逃逸泄漏检测:排放率的定位和量化

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摘要

We describe a set of methods for locating and quantifying natural gas leaks using a small unmanned aerial system equipped with a path-integrated methane sensor. The algorithms are developed as part of a system to enable the continuous monitoring of methane, supported by a series of over 200 methane release trials covering 51 release location and flow rate combinations. The system was found throughout the trials to reliably distinguish between cases with and without a methane release down to 2 standard cubic feet per hour (0.011 g/s). Among several methods evaluated for horizontal localization, the location corresponding to the maximum path-integrated methane reading performed best with a mean absolute error of 1.2 m if the results from several flights are spatially averaged. Additionally, a method of rotating the data around the estimated leak location according to the wind is developed, with the leak magnitude calculated from the average crosswind integrated flux in the region near the source location. The system is initially applied at the well pad scale (100–1000 m2 area). Validation of these methods is presented including tests with unknown leak locations. Sources of error, including GPS uncertainty, meteorological variables, data averaging, and flight pattern coverage, are discussed. The techniques described here are important for surveys of small facilities where the scales for dispersion-based approaches are not readily applicable.
机译:我们描述了一种用于使用配备有路径集成甲烷传感器的小型无人机系统定位和量化天然气泄漏的方法。该算法作为系统的一部分开发,以实现甲烷的连续监测,由覆盖51个释放位置和流量组合的一系列超过200甲烷释放试验。在整个试验期间发现该系统可靠地区分,没有甲烷释放到每小时2个标准立方英尺(0.011g / s)。在评估水平定位的几种方法中,如果来自几个航班的结果在空间平均值的情况下,则与最大的路径集成甲烷读数相对应的位置。另外,开发了一种根据风围绕估计的泄漏位置围绕估计泄漏位置的数据的方法,利用来自源位置附近的区域中的平均跨风集成通量计算的泄漏幅度。最初在井垫刻度(100-1000平方米区域)上施加系统。介绍了这些方法的验证,包括具有未知泄漏位置的测试。讨论了错误来源,包括GPS不确定性,气象变量,数据平均和飞行模式覆盖。这里描述的技术对于对分散的方法的尺度不容易适用的小型设施的调查非常重要。

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