An IoT-Fog-Cloud Framework for Demand Side Management in Smart Grid

Yasin Boloorchi, S. Azizi
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Abstract

As technology advances and world population grows, there is greater need for power consumption. From technologies used on a daily basis to the latest and most advanced all require electrical power. Thus, there is a necessity for managing this power distribution in an optimal way. To meet demands for electrical power, a reliable framework to monitor and analyze the grid behavior is required. The purpose of this paper was to present a framework architecture, its implementation, and evaluate its performance over a real-life dataset. This framework utilized the latest technologies such as the Internet of Things (IoT), big data, fog and cloud computing to decrease network traffic, increase data analysis speed and illustrate real-time data analysis on a web-based dashboard on the current state of the power grid. These features give administrators the ability to control the grid in a crisis situation and clients to consume electric power more efficiently.
面向智能电网需求侧管理的物联网-雾云框架
随着技术的进步和世界人口的增长,对能源消耗的需求越来越大。从日常使用的技术到最新和最先进的技术都需要电力。因此,有必要以最优的方式管理这种功率分配。为了满足电力需求,需要一个可靠的框架来监测和分析电网的行为。本文的目的是介绍一个框架体系结构及其实现,并在实际数据集上评估其性能。该框架利用物联网(IoT)、大数据、雾和云计算等最新技术,减少网络流量,提高数据分析速度,并在基于web的仪表板上展示电网当前状态的实时数据分析。这些特性使管理员能够在危机情况下控制电网,并使客户能够更有效地使用电力。
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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