基于云的传统电网窃电检测负载监测方案的设计与实现

IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
A. Abdullateef, A. Sulaiman, A. Issa, S. Zakariyya
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引用次数: 1

摘要

电力盗窃是公用事业遇到的问题之一,它会导致收入损失。对消费者活动的人工监控显示了传统电网上消耗的能源数据,这在很大程度上导致了电网上的电力盗窃。值得注意的是,用于监控负载的电能表无法实时存储和传输能量数据。这使得电网上的窃电行为无人注意。本文介绍了一种传统电网电子电表监测方案的开发,该方案具有监测、存储和传输用户能源数据到云的能力。它包括两个单元:室内机和室外机。能量数据通过Wi-Fi模块在设备之间无线传输。户外设备比较数据并将结果传输到ThinkSpeak云服务器。传输的能量数据可以从云端实时访问或以逗号分隔值格式下载以供进一步使用。为了验证所提出方案的功能,进行了两种窃电场景-部分旁路和完全旁路。实验结果表明,该方案能够成功地检测到盗窃行为并将数据记录到云端。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Implementation of a Cloud-Based Load Monitoring Scheme for Electricity Theft Detection on a Conventional Grid
Electricity theft is one of the problems - encountered by the utilities - that leads to losses of revenue. Manual monitoring of the consumers’ activities which shows the energy data consumed on the conventional grid has largely contributed to electricity theft on the grid. Significantly, the energy meter deployed to monitor the load cannot store and transmit energy data in real-time. This has made electricity theft on the grid unnoticed. This paper presents the development of a monitoring scheme for an electronic meter on the conventional grid with the capability to monitor, store and transmit consumers’ energy data to the cloud. It consists of two units: the indoor and the outdoor unit. Energy data is transferred wirelessly between the units via the Wi-Fi modules. The outdoor unit compares the data and transfers the outcome to the ThinkSpeak cloud server. The transferred energy data can be accessed in real-time from the cloud or downloaded in comma-separated values format for further use. In order to verify the functionality of the proposed scheme, two scenarios of electricity theft - partial bypassing and full bypassing - are carried out. The obtained results show that the scheme can detect the theft and log the data to the cloud successfully.
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CiteScore
0.20
自引率
14.30%
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