Evaluating Performance of Wireless Sensor Network in Realistic Smart Grid Environment

L. Nassef, Remah Elhebshi, L. Jose
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引用次数: 5

Abstract

Wireless Sensor Networks (WSNs) is a strong candidate for smart grid applications, such as advanced metering infrastructure, demand response management, dynamic pricing, load control, electricity fraud detection, fault diagnostics, substation monitoring and control as well as automation of various elements of the power grid. The realization of these applications directly depends on efficiency of communication facilities among power grid elements. However, the harsh power grid environmental conditions with obstacles, noise, interference, and fading pose great challenges to reliability of these facilities to monitor and control the power grid. The purpose of this paper is to evaluate performance of WSNs in different power grid environments such as 500 kv substations, main power control room, and underground network transformer vaults. The power grid environments are modeled using a log-normal shadowing path loss model channel with realistic parameters. The network is simulated and performance is evaluated using packet delivery ratio, communication delay, and energy consumption. The simulation results have revealed that different environments have considerable impacts on performance of WSNs which make it suitable for most applications that need low data rate with low reliability requirements.
现实智能电网环境下无线传感器网络性能评估
无线传感器网络(wsn)是智能电网应用的有力候选者,如先进的计量基础设施、需求响应管理、动态定价、负荷控制、电力欺诈检测、故障诊断、变电站监测和控制以及电网各种要素的自动化。这些应用的实现直接取决于电网要素间通信设施的效率。然而,电网环境条件恶劣,障碍物、噪声、干扰、衰落等对电网监控设备的可靠性提出了很大的挑战。本文的目的是评估无线传感器网络在不同电网环境下的性能,如500kv变电站、主电力控制室和地下电网变压器拱顶。采用对数正态阴影路径损耗模型信道对电网环境进行建模。对网络进行了仿真,并通过分组分发率、通信延迟和能耗对网络性能进行了评估。仿真结果表明,不同的环境对无线传感器网络的性能有较大的影响,使其适用于大多数需要低数据速率和低可靠性要求的应用。
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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