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开发一种基于低成本无人机的系统,用于监测油田的 CH。

Development of a low-cost UAV-based system for CH monitoring over oil fields.

机构信息

Department of Environmental Engineering, Montana Technological University, Butte, MT, USA.

Department of Geophysical Engineering, Montana Technological University, Butte, MT, USA.

出版信息

Environ Technol. 2021 Aug;42(20):3154-3163. doi: 10.1080/09593330.2020.1724199. Epub 2020 Feb 9.

Abstract

The recent booming of oil and gas production in the U.S. sparks a growing concern about greenhouse gas emissions from the petroleum industry. This study aimed to develop a low-cost UAV-based system for CH monitoring over oil fields. The system consisted of an airborne sensor node, a ground station, and a laptop. The sensor node was comprised of low-cost gas sensors, a microcontroller, a LoRa wireless transceiver, a GPS module, and an SD card reader. The ground station included a microcontroller and a LoRa transceiver. Both the sensor node and the ground station were programmed using Arduino. A graphic user interface was created using LabVIEW for data logging and visualization on the laptop. A preliminary test showed that the system was capable of measuring CH concentrations, along with temperature, humidity, and GPS location; while sending the real-time data to the ground station up to ∼1 km away without any loss. The system was further tested at two oil production sites in North Dakota. The results revealed a heterogeneous distribution of CH over the sites due to flares and road traffic, demonstrating a potential application of the system for air quality survey and gas leakage detection. The advantage of this system lies in its light weight (∼540 g), low cost (∼$300), expandability, ease of deployment and operation. Data quality collected by the system depended on the gas sensors chosen. With advancement in sensor technologies, it is expected that the quality of monitoring data can be considerably improved in the near future.

摘要

美国近期石油和天然气产量的蓬勃增长引发了人们对石油工业温室气体排放日益增长的关注。本研究旨在开发一种基于低成本无人机的油田 CH 监测系统。该系统由机载传感器节点、地面站和笔记本电脑组成。传感器节点由低成本气体传感器、微控制器、LoRa 无线收发器、GPS 模块和 SD 读卡器组成。地面站包括微控制器和 LoRa 收发器。传感器节点和地面站均使用 Arduino 进行编程。使用 LabVIEW 创建了一个图形用户界面,用于在笔记本电脑上进行数据记录和可视化。初步测试表明,该系统能够测量 CH 浓度以及温度、湿度和 GPS 位置;同时将实时数据发送到地面站,距离可达 1km 以上,且无任何数据丢失。该系统在北达科他州的两个石油生产现场进行了进一步测试。结果表明,由于火炬和道路交通,CH 在现场的分布不均匀,这证明了该系统在空气质量调查和气体泄漏检测方面具有潜在的应用。该系统的优势在于其重量轻(约 540g)、成本低(约 300 美元)、可扩展性强、易于部署和操作。系统收集的数据质量取决于所选择的气体传感器。随着传感器技术的进步,预计在不久的将来,监测数据的质量将得到极大改善。

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