Univ Lyon, INSA Lyon, Inria, CITI, EA3720, 69621 Villeurbanne, France.
Univ Lyon, INSA Lyon, DEEP, EA7429, 69621 Villeurbanne, France.
Sensors (Basel). 2023 Apr 26;23(9):4298. doi: 10.3390/s23094298.
Crude oil leakages and spills (OLS) are some of the problems attributed to pipeline failures in the oil and gas industry's midstream sector. Consequently, they are monitored via several leakage detection and localisation techniques (LDTs) comprising classical methods and, recently, Internet of Things (IoT)-based systems via wireless sensor networks (WSNs). Although the latter techniques are proven to be more efficient, they are susceptible to other types of failures such as high false alarms or single point of failure (SPOF) due to their centralised implementations. Therefore, in this work, we present a hybrid distributed leakage detection and localisation technique (HyDiLLEch), which combines multiple classical LDTs. The technique is implemented in two versions, a single-hop and a double-hop version. The evaluation of the results is based on the resilience to SPOFs, the accuracy of detection and localisation, and communication efficiency. The results obtained from the placement strategy and the distributed spatial data correlation include increased sensitivity to leakage detection and localisation and the elimination of the SPOF related to the centralised LDTs by increasing the number of node-detecting and localising (NDL) leakages to four and six in the single-hop and double-hop versions, respectively. In addition, the accuracy of leakages is improved from 0 to 32 m in nodes that were physically close to the leakage points while keeping the communication overhead minimal.
原油泄漏和溢出 (OLS) 是与油气行业中游部门管道故障有关的一些问题。因此,通过几种泄漏检测和定位技术 (LDT) 对其进行监测,这些技术包括经典方法,以及最近基于物联网 (IoT) 的系统通过无线传感器网络 (WSN)。尽管后者技术已被证明更有效,但由于其集中式实现,它们容易受到其他类型的故障的影响,例如高误报或单点故障 (SPOF)。因此,在这项工作中,我们提出了一种混合分布式泄漏检测和定位技术 (HyDiLLEch),它结合了多种经典的 LDT。该技术有单跳和双跳两种版本。结果的评估基于对 SPOF 的弹性、检测和定位的准确性以及通信效率。从放置策略和分布式空间数据相关性中获得的结果包括通过增加节点检测和定位 (NDL) 泄漏的数量来提高对泄漏检测和定位的敏感性,以及消除与集中式 LDT 相关的 SPOF,在单跳和双跳版本中,分别增加到 4 个和 6 个。此外,在与泄漏点物理上接近的节点中,泄漏的准确性从 0 提高到 32 米,同时保持最小的通信开销。