分布式负载管理:物联网辅助方法

Jagnyashini Debadarshini, S. Saha, S. Samantaray
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引用次数: 6

摘要

家庭区域网络(HAN)被认为是高级计量基础设施(AMI)的重要组成部分,在许多工作中得到了很好的研究。它将安装在特定场所的所有电气元件绑定在一起,以便对其进行密切监控和管理。然而,到目前为止,HAN主要是作为一个集中的系统来实现的。因此,与任何其他集中式系统一样,传统的HAN实现也存在各种众所周知的问题,例如单点故障、易受攻击、需要专门的基础设施、难以扩展等。为了解决这些问题,在这项工作中,我们提出了一种分散的HAN设计。特别是,我们提出了一种基于物联网的设计,其中不是中央控制器,而是通过电器之间的分散协调来控制和管理整个系统的运行。我们利用物联网中基于同步传输(ST)的数据共享协议来实现我们的目标。为了证明所提出的分散框架的有效性,我们还设计了一个实时的内部负载管理策略,并在真实的物联网设备中实施。在仿真平台和物联网测试平台上进行的评估显示,在各种负载配置文件中,峰值负载减少高达62%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decentralized Load Management in HAN: An IoT-Assisted Approach
A Home Area Network (HAN) is considered to be a significant component of Advanced Metering Infrastructure (AMI) and has been studied well in many works. It binds all the electrical components installed in a defined premise together for their close monitoring and management. However, HAN has been realized so far mostly as a centralized system. Therefore, like any other centralized system, the traditional realization of HAN also suffers from various well-known problems, such as single-point-of-failure, susceptibility to attacks, requirement of specialized infrastructure, inflexibility to easy expansion, etc. To address these issues, in this work, we propose a decentralized design of HAN. In particular, we propose an IoT based design where instead of a central controller, the overall system operation is controlled and managed through decentralized coordination among the the electrical appliances. We leverage Synchronous-Transmission (ST) based data-sharing protocols in IoT to ac-complish our goal. To demonstrate the efficacy of the proposed decentralized framework, we also design a real-time intra-HAN load-management strategy and implement it in real IoT-devices. Evaluation of the same over emulation platforms and IoT testbeds show upto 62% reduction of peak load over a wide variety of load profiles.
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