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arXiv 2207.04797cs.DCcs.NI
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HAN中的分散式负载管理:一种IoT-Assisted方法

Decentralized Load Management in HAN: An IoT-Assisted Approach

Jagnyashini Debadarshini, Sudipta Saha, Subhransu Ranjan Samantaray

摘要:

家庭局域网(HAN)被认为是高级计量基础设施(AMI)的重要组成部分,并已在许多工作中得到了很好的研究。它将安装在指定前提下的所有电气组件绑定在一起,以便对其进行密切监控和管理。然而,迄今为止,HAN主要作为集中式系统实现。因此,像任何其他集中式系统,传统的实现HAN也遭受各种众所周知的问题,如单点故障,易受攻击,要求专门的基础设施,易扩展等,为了解决这些问题,在这项工作中,我们提出了一个分散的设计HAN。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式框架的有效性,我们还设计了一个实时的HAN内负载管理策略,并在实际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相同评估显示,在各种负载配置文件中,峰值负载减少了62%。

英文摘要:

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 accomplish 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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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