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

被引:3
|
作者
Samanthula, Bharath K. [1 ]
Chun, Hu [1 ]
Jiang, Wei [1 ]
McMillin, Bruce M. [1 ]
机构
[1] Missouri Univ Sci & Technol, Dept Comp Sci, 500 West 15th St, Rolla, MO 65409 USA
关键词
smart grid; power usage; privacy; encryption;
D O I
10.1080/17445760.2013.850690
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
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.
引用
收藏
页码:264 / 289
页数:26
相关论文
共 50 条
  • [1] Threshold-based Power Grid Fault Diagnosis
    Chen, Weiqiang
    Ulatowski, Artur
    Bazzi, Ali M.
    [J]. 2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [2] THRD: Threshold-based hierarchical resource discovery for Grid environments
    Mahdi Mollamotalebi
    Raheleh Maghami
    Abdul Samad Ismail
    [J]. Computing, 2015, 97 : 439 - 458
  • [3] THRD: Threshold-based hierarchical resource discovery for Grid environments
    Mollamotalebi, Mahdi
    Maghami, Raheleh
    Ismail, Abdul Samad
    [J]. COMPUTING, 2015, 97 (05) : 439 - 458
  • [4] Randomized Cholesky Factorization With Threshold-Based Multisampling for Power Grid Simulation
    Liu, Zhiqiang
    Yu, Wenjian
    [J]. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 43 (09) : 2687 - 2691
  • [5] PRIVACY-PRESERVING POWER USAGE CONTROL IN THE SMART GRID
    Hu, Chun
    Jiang, Wei
    McMillin, Bruce
    [J]. CRITICAL INFRASTRUCTURE PROTECTION VI, 2012, 390 : 127 - 137
  • [6] Threshold-based admission control for a multimedia Grid: analysis and performance evaluation
    Zhang, Yang
    Cao, Jiannong
    Chen, Xiaolin
    Lu, Sanglu
    Xie, Li
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2006, 18 (14): : 1747 - 1758
  • [7] Threshold-Based Random Charging Scheme for Decentralized PEV Charging Operation in a Smart Grid
    Kwon, Ojin
    Kim, Pilkee
    Yoon, Yong-Jin
    [J]. SENSORS, 2017, 17 (01)
  • [8] MMSE Threshold-based Power Control for Wireless Federated Learning
    Hsu, Yeh-Shu
    Gau, Rung -Hung
    [J]. 2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING, 2023,
  • [9] Efficient and Secure Threshold-based Event Validation for VANETs
    Hsiao, Hsu-Chun
    Studer, Ahren
    Dubey, Rituik
    Shi, Elaine
    Perrig, Adrian
    [J]. WISEC 11: PROCEEDINGS OF THE FOURTH ACM CONFERENCE ON WIRELESS NETWORK SECURITY, 2011, : 163 - 174
  • [10] Privacy-preserving power usage and supply control in smart grid
    Chun, Hu
    Ren, Kui
    Jiang, Wei
    [J]. COMPUTERS & SECURITY, 2018, 77 : 709 - 719