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Distributed wireless sensing for fugitive methane leak detection

机译:分布式无线传感技术,用于甲烷短效泄漏检测

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Large scale environmental monitoring requires dynamic optimization of data transmission, power management, and distribution of the computational load. In this work, we demonstrate the use of a wireless sensor network for detection of chemical leaks on gas oil well pads. The sensor network consist of chemi-resistive and wind sensors and aggregates all the data and transmits it to the cloud for further analytics processing. The sensor network data is integrated with an inversion model to identify leak location and quantify leak rates. We characterize the sensitivity and accuracy of such system under multiple well controlled methane release experiments. It is demonstrated that even 1 hour measurement with 10 sensors localizes leaks within 1 m and determines leak rate with an accuracy of 40%. This integrated sensing and analytics solution is currently refined to be a robust system for long term remote monitoring of methane leaks, generation of alarms, and tracking regulatory compliance.
机译:大规模环境监控需要动态优化数据传输,电源管理以及计算负载的分配。在这项工作中,我们演示了使用无线传感器网络检测瓦斯油井垫上的化学泄漏的方法。传感器网络由耐化学传感器和风传感器组成,汇总所有数据并将其传输到云中,以进行进一步的分析处理。传感器网络数据与反演模型集成在一起,以识别泄漏位置并量化泄漏率。我们表征了在多个良好控制的甲烷释放实验下该系统的灵敏度和准确性。结果表明,即使使用10个传感器进行1小时的测量,也可以将泄漏定位在1 m以内,并以40%的精度确定泄漏率。目前,该集成的传感和分析解决方案已改进为一个强大的系统,可对甲烷泄漏进行长期远程监控,生成警报并跟踪法规遵从性。

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