Distributed Resilient Clustering Algorithm for Virtual Power Plants Under Cyber Attacks

被引:0
|
作者
Wu, Jia [1 ]
Sun, Yifan [1 ]
Qian, Jinyue [1 ]
Cui, Yin [1 ]
Wang, Qian [1 ]
Zhuo, Li [1 ]
机构
[1] Pinghu Power Supply Co, State Grid Zhejiang Elect Power Co Ltd, Jiaxing 314200, Peoples R China
来源
IEEE ACCESS | 2025年 / 13卷
关键词
Clustering algorithms; Learning systems; Estimation; Cyberattack; Voltage control; Virtual power plants; Power demand; Frequency control; Economics; Stability criteria; Resilient secondary control; cyber attacks; frequency and voltage regulation; SoC balancing; VPPs; ENERGY MANAGEMENT; OPERATION; STRATEGY;
D O I
10.1109/ACCESS.2025.3546103
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the resilient control issue of virtual power plants (VPPs) under hybrid cyber attacks, specifically focusing on denial-of-service (DoS) and false data injection (FDI) attacks is first addressed. To solve this problem, a novel distributed resilient clustering secondary control technique is developed to ensure the normal operation of the VPP under cyber attacks. Specifically, an FDI attack estimation technique is first introduced to precisely estimate unknown FDI attacks affecting the bulk power supply. Based on the estimator, distributed resilient secondary controllers are designed to effectively combat the effects of FDI attacks and help achieve the frequency and voltage restoration as well as the proportional allocation of power requirement and state-of-charge (SoC) balancing of energy storage systems (ESSs). Under the proposed FDI attack estimation-based cooperative resilient secondary controller, the stability of the closed-loop systems subjected to hybrid FDI and DoS attacks is rigorously analyzed using Lyapunov theory. Finally, several simulation examples are introduced to verify the effectiveness of the proposed method.
引用
收藏
页码:38714 / 38725
页数:12
相关论文
共 50 条
  • [1] Distributed Dynamic Clustering Algorithm for Formation of Heterogeneous Virtual Power Plants Based on Power Requirements
    Zhang, Runfan
    Hredzak, Branislav
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (01) : 192 - 204
  • [2] Resilient Networked AC Microgrids Under Unbounded Cyber Attacks
    Zuo, Shan
    Beg, Omar Ali
    Lewis, Frank L.
    Davoudi, Ali
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (05) : 3785 - 3794
  • [3] Distributed resilient consensus on general digraphs under cyber-attacks
    Iqbal, Muhammad
    Qu, Zhihua
    Gusrialdi, Azwirman
    EUROPEAN JOURNAL OF CONTROL, 2022, 68
  • [4] Robust and Resilient Distributed Optimal Frequency Control for Microgrids Against Cyber Attacks
    Liu, Yun
    Li, Yuanzheng
    Wang, Yu
    Zhang, Xian
    Gooi, Hoay Beng
    Xin, Huanhai
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (01) : 375 - 386
  • [5] Dynamic Aggregation of Energy Storage Systems Into Virtual Power Plants Using Distributed Real-Time Clustering Algorithm
    Zhang, Runfan
    Hredzak, Branislav
    Fletcher, John
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (11) : 11002 - 11013
  • [6] 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
  • [7] Resilient Distributed Optimization Against Cyber-Attacks
    Gusrialdi, Azwirman
    Qu, Zhihua
    IEEE CONTROL SYSTEMS LETTERS, 2023, 7 : 3956 - 3961
  • [8] RESILIENT CYBER-MANUFACTURING SYSTEMS UNDER CYBER ATTACKS
    Espinoza-Zelaya, Carlos
    Moon, Young
    PROCEEDINGS OF ASME 2021 INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION (IMECE2021), VOL 2B, 2021,
  • [9] Resilient Distributed Frequency Estimation for PEVs Coordinating in Load Frequency Regulation Under Cyber Attacks
    Hu, Zhijian
    Liu, Jianxing
    Gao, Song
    Liu, Fagang
    Wu, Ligang
    PROCEEDINGS OF 2021 IEEE 30TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2021,
  • [10] Resilient Synchronization Strategy for AC Microgrids Under Cyber Attacks
    Sahoo, Subham
    Yang, Yongheng
    Blaabjerg, Frede
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2021, 36 (01) : 73 - 77