2017 · 14 citations · 23 references
EngineeringChemical EngineeringEnvironmental SciencesEnvironmental MonitoringRemote SensingSensorsChemical SensorsEnvironmental SensingGas SensorsLeak DetectionSensor NetworksWireless Sensor NetworksGas Leak DetectionLeak LocalizationLeak LocationLeak QuantificationMethane Leak DetectionMethane ReleaseRegulatory Compliance TrackingSensing
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.
23
Edge Computing: Vision and Challenges
Weisong Shi, Jie Cao, Quan Zhang et al. · IEEE Internet of Things Journal · 2016 · 7.9K citations
Wireless sensor networks for habitat monitoring
Alan Mainwaring, David Culler, Joseph Polastre et al. · 2002 · 4.2K citations
Computing, Computer Systems, Ecology +17
Energy Information Administration
Choice Reviews Online · 2007 · 2.5K citations
A Study of LoRa: Long Range & Low Power Networks for the Internet of Things
Aloÿs Augustin, Jiazi Yi, Thomas Clausen et al. · Sensors · 2016 · 1.4K citations · Full text