Privacy-preserving distributed frequency control for AC microgrids with constrained communication

被引:0
|
作者
Cai, Xin [1 ]
Chen, Xingzhi [1 ]
Gao, Bingpeng [1 ]
Nan, Xinyuan [1 ]
机构
[1] Xinjiang Univ, Sch Elect Engn, Urumqi 830017, Peoples R China
基金
中国国家自然科学基金;
关键词
AC microgrids; Communication delay; Distributed control; Privacy preservation; Secondary control; SECONDARY CONTROL;
D O I
10.1016/j.isatra.2024.09.023
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Distributed control of AC microgrids is one of the most popular methods in the islanded operation mode. Whereas, most of the existing studies either do not consider the potential threat of privacy security or rely on the assumption of ideal communication networks. To this end, this paper presents a novel privacy- preserving distributed secondary frequency control strategy for the privacy protection problem of an islanded AC microgrid with constrained communication. The key contributions of this paper are threefold. (1) Different from the existing privacy-preserving approaches used in AC microgrids, a time-varying function is introduced to mask interactive information such that the frequency cannot be reconstructed by malicious attackers. (2) An event-triggered communication scheme is employed to cope with the constrained communication environment. (3) A privacy-preserving distributed event-triggered control strategy with communication delay is developed such that the frequency restoration and active power sharing of the microgrid are guaranteed. Moreover, the maximum communication delay that the proposed control can withstand is analyzed. Simulation results show the properties of the privacy preservation, the decrease of communication load, and the bounded communication delay allowed in the proposed control strategy.
引用
收藏
页码:228 / 236
页数:9
相关论文
共 50 条
  • [31] Privacy-preserving distributed collaborative filtering
    Boutet, Antoine
    Frey, Davide
    Guerraoui, Rachid
    Jegou, Arnaud
    Kermarrec, Anne-Marie
    COMPUTING, 2016, 98 (08) : 827 - 846
  • [32] Distributed privacy-preserving policy reconciliation
    Meyer, Ulrike
    Wetzel, Susanne
    Ioannidis, Sotiris
    2007 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-14, 2007, : 1342 - +
  • [33] Towards Distributed Privacy-Preserving Prediction
    Lyu, Lingjuan
    Law, Yee Wei
    Ng, Kee Siong
    Xue, Shibei
    Zhao, Jun
    Yang, Mengmeng
    Liu, Lei
    2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 4179 - 4184
  • [34] Privacy-Preserving Distributed Stream Monitoring
    Friedman, Arik
    Sharfman, Izchak
    Keren, Daniel
    Schuster, Assaf
    21ST ANNUAL NETWORK AND DISTRIBUTED SYSTEM SECURITY SYMPOSIUM (NDSS 2014), 2014,
  • [35] Privacy-Preserving Distributed Graph Filtering
    Li, Qiongxiu
    Coutino, Mario
    Leus, Geert
    Christensen, Mads Grxsboll
    28TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2020), 2021, : 2155 - 2159
  • [36] Privacy-preserving distributed collaborative filtering
    Antoine Boutet
    Davide Frey
    Rachid Guerraoui
    Arnaud Jégou
    Anne-Marie Kermarrec
    Computing, 2016, 98 : 827 - 846
  • [37] Privacy-Preserving Distributed Kalman Filtering
    Moradi, Ashkan
    Venkategowda, Naveen K. D.
    Talebi, Sayed Pouria
    Werner, Stefan
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2022, 70 : 3074 - 3089
  • [38] Privacy-Preserving Distributed Maximum Consensus
    Venkategowda, Naveen K. D.
    Werner, Stefan
    IEEE SIGNAL PROCESSING LETTERS, 2020, 27 (27) : 1839 - 1843
  • [39] Privacy-preserving distributed set intersection
    Ye, Qingsong
    Wang, Huaxiong
    Tartary, Christophe
    ARES 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON AVAILABILITY, SECURITY AND RELIABILITY, 2008, : 1332 - +
  • [40] Distributed Privacy-Preserving Mean Estimation
    Schoenfeld, Mirco
    Werner, Martin
    2014 INTERNATIONAL CONFERENCE ON PRIVACY AND SECURITY IN MOBILE SYSTEMS (PRISMS), 2014,