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
  • [41] Exact Power Constraints in Smart Grid Control
    Trangbaek, Klaus
    Petersen, Mette
    Bendtsen, Jan
    Stoustrup, Jakob
    [J]. 2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 6907 - 6912
  • [42] Smart Grid: Power Flow and Distributed Control
    Low, Steven H.
    [J]. 2013 9TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS AND SIGNAL PROCESSING (ICICS), 2013,
  • [43] Control of the rotary inverted pendulum through threshold-based communication
    Casanova, Vicente
    Alcaina, Jose
    Salt, Julian
    Piza, Ricardo
    Cuenca, Angel
    [J]. ISA TRANSACTIONS, 2016, 62 : 357 - 366
  • [44] A Consistent Threshold-Based Policy for Event-Triggered Control
    Khashooei, B. Asadi
    Antunes, D. J.
    Heemels, W. P. M. H.
    [J]. IEEE CONTROL SYSTEMS LETTERS, 2018, 2 (03): : 447 - 452
  • [45] Lightweight Quantum Encryption for Secure Transmission of Power Data in Smart Grid
    Li, Yuancheng
    Zhang, Pan
    Huang, Rong
    [J]. IEEE ACCESS, 2019, 7 : 36285 - 36293
  • [46] TBHM: A Secure Threshold-Based Encryption Combined With Homomorphic Properties for Communicating Health Records
    Gupta, Lalit Mohan
    Samad, Abdus
    Garg, Hitendra
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND WEB ENGINEERING, 2020, 15 (03) : 1 - 17
  • [47] Securing the Smart Grid: A Blockchain-based Secure Smart Energy System
    Suciu, George
    Sachian, Mari-Anais
    Dobrea, Marius
    Istrate, Cristiana-Ioana
    Petrache, Ana Lavinia
    Vulpe, Alexandru
    Vochin, Marius
    [J]. 2019 54TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2019,
  • [48] Generalized Threshold-Based Epidemics in Random Graphs: the Power of Extreme Values
    Garetto, Michele
    Leonardi, Emilio
    Torrisi, Giovanni-Luca
    [J]. SIGMETRICS/PERFORMANCE 2016: PROCEEDINGS OF THE SIGMETRICS/PERFORMANCE JOINT INTERNATIONAL CONFERENCE ON MEASUREMENT AND MODELING OF COMPUTER SCIENCE, 2016, : 37 - 50
  • [49] Secure Wireless Transmission of Smart Grid Based on Secret Coding
    Chen, Liming
    Dong, Xuzhu
    Wu, Zhengrong
    Liu, Zhiwen
    Wu, Yun
    [J]. COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, 2019, 463 : 2175 - 2181
  • [50] IoT Based Wireless Sensor Network for Power Quality Control in Smart Grid
    Bagdadee, Amam Hossain
    Hoque, Md Zahirul
    Zhang, Li
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 1148 - 1160