Enhancing Natural Gas Plant in Niger Delta Region: Using Wireless Sensor

H. Oruwari, Raymond Odum Oruwari
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Abstract

This study evaluates designing and simulating wireless sensor network as a solution to enhance the operations of natural gas plant in a metering station in Niger Delta region. There are several problems in natural gas plants ranging from hydrate formation, condensate carryover to customer's facility, low equipment availability and so on. All the problems enumerated were due to inability of some units of the plant not linked online nor on Realtime basis. To solve these problems requires the use of transmitter to route process parameters in the respective plant units to the control room and display such parameters for online monitoring. As such, there are two basic options. Either the use of wired transmitters or wireless transmitters. Both technologies are great but considering the prevailing circumstances of an existing old gas plant in Niger Delta region, the cost of excavation to lay fresh signal cable will be relatively high. Hence, the choice of wireless transmitters was chosen. The methodology involved using literature review and case study of existing metering station gas plant in Niger Delta. The literature reviewed involved wired sensors network, wireless sensor network, and application of wireless sensor network. There was also comparison between wired fieldbuses, wireless network technologies and wired versus wireless fieldbuses. Matlab software was used to design wireless sensor network. The Matlab code was written such that it can read data from Microsoft Excel sheet into the program for analysis and simulation. K-means algorithm was used to cluster the sensor nodes data and determine the centroids of the clusters. The program when run will create sink node matrix, concatenate the cluster centroid, and sink matrices. The results of the software simulation and discussion show that the proposed wireless sensor network if implemented will solve the identified problems and therefore, enhanced the operations of the gas plant in the metering station.
尼日尔三角洲地区天然气工厂:无线传感器的应用
本研究评估无线感测器网路的设计与模拟,作为改善奈及利亚三角洲地区某计气站天然气厂运作的解决方案。天然气厂存在水合物形成、凝析液携至客户设施、设备利用率低等问题。所列举的所有问题都是由于工厂的一些单元无法在线连接或实时连接。为了解决这些问题,需要使用变送器将各个工厂单元的工艺参数路由到控制室,并显示这些参数以进行在线监控。因此,有两个基本选项。可采用有线发射机或无线发射机。这两种技术都很棒,但考虑到尼日尔三角洲地区现有老天然气厂的普遍情况,挖掘铺设新信号电缆的成本将相对较高。因此,选择了无线发射机。方法涉及使用文献综述和案例研究,现有的计量站天然气厂在尼日尔三角洲。本文综述了有线传感器网络、无线传感器网络以及无线传感器网络的应用。还对有线现场总线、无线网络技术以及有线与无线现场总线进行了比较。利用Matlab软件设计无线传感器网络。编写了Matlab代码,使其能够从Microsoft Excel表格中读取数据到程序中进行分析和仿真。采用K-means算法对传感器节点数据进行聚类,确定聚类的质心。程序运行时将创建汇聚节点矩阵,连接集群质心和汇聚矩阵。软件仿真和讨论的结果表明,所提出的无线传感器网络的实施将解决所发现的问题,从而提高了计量站燃气厂的运行效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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