Resilient distributed economic dispatch of smart grids under deception attacks

被引:1
|
作者
Wang, Zheng [1 ]
Chen, Guo [1 ]
Dong, Zhao Yang [2 ]
机构
[1] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
基金
澳大利亚研究理事会;
关键词
Economic dispatch; Distributed methods; Deception attacks; Consensus-based algorithms; Smart grids; ALGORITHM; CONSENSUS; OPTIMIZATION; PROTECTION; NETWORKS; STRATEGY;
D O I
10.1007/s11071-024-09320-5
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The deepening integration of distributed energy resources in smart grids catalyzes the development of distributed energy management methods owing to their superiorities in flexibility, scalability, and robustness against single-point failures. Nevertheless, the reliance on localized implementation of distributed methods increases the susceptibility to malicious attacks. This paper focuses on the economic dispatch of smart grids under deception attacks which can artificially tamper with the information among the communication network. We investigate and reveal how such attacks deteriorate the results of optimal power generation schedule. Then, an easy-to-implement defense strategy based on the extreme values discarding technique is developed to realize resilient energy management. It is shown that under a 2R+1\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$2R+1$$\end{document}-robustness assumption on communication networks, the proposed method is resilient to R-local deception attacks. Compared with existing works, the benefits of the defense strategy include no restricted form of deception attacks and no isolation of attacked nodes. Finally, simulation examples verify the effectiveness of the proposed method.
引用
收藏
页码:5421 / 5438
页数:18
相关论文
共 50 条
  • [41] Contingency Constrained Economic Dispatch in Smart Grids with Correlated Demands
    Shi, Yiyu
    Xiong, Jinjun
    2011 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2011,
  • [42] Resilient Smart Grid Under Cyber Switching Attacks Using Distributed Energy Storage Systems
    Badawi El Najjar M.
    El Hassan M.
    Gebran C.
    Renewable Energy and Power Quality Journal, 2022, 20 : 284 - 290
  • [43] Resilient Adaptive Intermittent Control of Nonlinear Systems Under Deception Attacks
    Wang, Xinjun
    Cao, Ye
    Zong, Guangdeng
    Wang, Huanqing
    Niu, Ben
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54 (04): : 2171 - 2180
  • [44] Resilient Synchronization of Voltage/Frequency in AC Microgrids Under Deception Attacks
    Afshari, Amir
    Karrari, Mehdi
    Baghaee, Hamid Reza
    Gharehpetian, G. B.
    IEEE SYSTEMS JOURNAL, 2021, 15 (02): : 2125 - 2136
  • [45] Distributed Power Dispatch Strategy for Smart Grids with Nonuniform Communication Delays
    Li, Peng
    Hu, Jiangping
    Zhang, Yuping
    Zhu, Hong
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 8437 - 8442
  • [46] Distributed control for the smart grid: the case of economic dispatch
    Mudumbai, R.
    Dasgupta, S.
    2014 INFORMATION THEORY AND APPLICATIONS WORKSHOP (ITA), 2014, : 126 - 131
  • [47] A Robust Distributed Economic Dispatch Strategy of Virtual Power Plant Under Cyber-Attacks
    Li, Peikai
    Liu, Yun
    Xin, Huanhai
    Jiang, Xichen
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (10) : 4343 - 4352
  • [48] Privacy-Preserving Consensus-Based Distributed Economic Dispatch of Smart Grids via State Decomposition
    Chen, Wei
    Liu, Guo-Ping
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2024, 11 (05) : 1250 - 1261
  • [49] Distributed Real-Time Economic Dispatch in Smart Grids: A State-Based Potential Game Approach
    Hang, Yile
    Liu, Feng
    Mei, Shengwei
    IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (05) : 4194 - 4208
  • [50] Privacy-Preserving Consensus-Based Distributed Economic Dispatch of Smart Grids via State Decomposition
    Wei Chen
    Guo-Ping Liu
    IEEE/CAA Journal of Automatica Sinica, 2024, 11 (05) : 1250 - 1261