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Secure and threshold-based power usage control in smart grid environments

机译:在智能电网环境中进行基于阈值的安全电力使用控制

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摘要

Due to various advantages such as energy efficiency, reliability and self-monitoring, the smart grid technology has been emerging as the next-generation intelligent power grid system. Some of the well-known telecommunication, IT and power industries have already adopted smart grid technology along their daily business operations. This paper mainly focuses on the prevention of power outage issue in a smart grid environment. More specifically, consider a utility company which sets a threshold on the total power usage of households from a neighbourhood. Whenever the total power usage from the neighbourhood exceeds the threshold, some of the households need to reduce their energy consumptions, thereby avoiding the possibility of power outage. In the literature, this problem is referred to as threshold-based power usage control (TPUC). In order to solve the TPUC problem, the utility company is required to collect the power usage data of households in a periodic fashion. However, due to privacy reasons, the above problem is not straightforward in a privacy-preserving environment. We emphasise that the existing privacy-preserving TPUC algorithms are either insecure or inefficient. Therefore, this paper proposes two novel secure and distributed TPUC protocols by preserving the privacy of households in a given neighbourhood. Furthermore, we empirically show the practical value of the proposed protocols through various experiments.
机译:由于能效,可靠性和自我监控等各种优势,智能电网技术已经成为下一代智能电网系统。一些著名的电信,IT和电力行业已经在日常业务中采用了智能电网技术。本文主要侧重于在智能电网环境中预防停电问题。更具体地说,考虑一家公用事业公司,该公司为附近居民家庭的总用电量设置了一个阈值。只要邻里的总用电量超过阈值,一些家庭就需要减少能耗,从而避免断电的可能性。在文献中,该问题被称为基于阈值的功率使用控制(TPUC)。为了解决TPUC问题,要求公用事业公司定期收集家庭的用电数据。但是,由于隐私原因,在保留隐私的环境中上述问题并不直接。我们强调现有的保护隐私的TPUC算法要么不安全,要么效率低下。因此,本文通过保留给定邻域中家庭的隐私,提出了两种新颖的安全和分布式TPUC协议。此外,我们通过各种实验从经验上证明了所提出协议的实用价值。

著录项

  • 来源
    《Parallel Algorithms and Applications》 |2014年第4期|264-289|共26页
  • 作者单位

    Department of Computer Science, Missouri University of Science and Technology, 500 West 15th Street, Rolla, MO 65409, USA;

    Department of Computer Science, Missouri University of Science and Technology, 500 West 15th Street, Rolla, MO 65409, USA;

    Department of Computer Science, Missouri University of Science and Technology, 500 West 15th Street, Rolla, MO 65409, USA;

    Department of Computer Science, Missouri University of Science and Technology, 500 West 15th Street, Rolla, MO 65409, USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    smart grid; power usage; privacy; encryption;

    机译:智能电网;用电量;隐私;加密;

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