Reputation-based Collaborative Distributed Energy Management System Framework for Cyber-physical Microgrids: Resilience against Profit-driven Attacks

被引:7
作者
Cheng, Zheyuan [1 ]
Chow, Mo-Yuen [1 ]
机构
[1] North Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27695 USA
来源
2020 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT) | 2020年
基金
美国国家科学基金会;
关键词
Resilience; distributed control; Microgrid; cyberphysical system; energy management system; consensus; cybersecurity; and multi-agent system; ALGORITHM; SECURITY;
D O I
10.1109/isgt45199.2020.9087737
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article investigates the resilience of the consensus-based distributed microgrid energy management system (MG-EMS) against profit-driven attacks. A holistic framework, called reputation-based collaborative distributed EMS (R-CoDEMS), is proposed to model the system dynamics, profitdriven adversaries, and the cybersecurity of the distributed MG-EMS under profit-driven attacks. Simulation results on a real microgrid system indicate that the R-CoDEMS can effectively detect, mitigate, and recover from the attacks in a fully distributed fashion. The main technical contributions of this research work are: (1) systematically formulating and quantifying the system adversary, assets, threats, vulnerabilities, and risks of the consensus-based distributed MG-EMS; (2) proposing a reputation-based attack detection and mitigation strategy to overcome single and coordinated profit-driven attacks.
引用
收藏
页数:5
相关论文
共 21 条
  • [1] Security Vulnerabilities of Connected Vehicle Streams and Their Impact on Cooperative Driving
    Amoozadeh, Mani
    Raghuramu, Arun
    Chuah, Chen-Nee
    Ghosal, Dipak
    Zhang, H. Michael
    Rowe, Jeff
    Levitt, Karl
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2015, 53 (06) : 126 - 132
  • [2] Resilient Distribution System by Microgrids Formation After Natural Disasters
    Chen, Chen
    Wang, Jianhui
    Qiu, Feng
    Zhao, Dongbo
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (02) : 958 - 966
  • [3] To Centralize or to Distribute: That Is the Question A Comparison of Advanced Microgrid Management Systems
    Cheng, Zheyuan
    Duan, Jie
    Chow, Mo-Yuen
    [J]. IEEE INDUSTRIAL ELECTRONICS MAGAZINE, 2018, 12 (01) : 6 - 24
  • [4] A Trust System Architecture for SCADA Network Security
    Coates, Gregory M.
    Hopkinson, Kenneth M.
    Graham, Scott R.
    Kurkowski, Stuart H.
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (01) : 158 - 169
  • [5] Duan J., 2018, IEEE T SMART GRID, P1
  • [6] A Novel Data Integrity Attack on Consensus-Based Distributed Energy Management Algorithm Using Local Information
    Duan, Jie
    Chow, Mo-Yuen
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (03) : 1544 - 1553
  • [7] Utilizing supercapacitors for resiliency enhancements and adaptive microgrid protection against communication failures
    Habib, Hany F.
    Mohamed, A. A. S.
    El Hariri, Mohamad
    Mohammed, Osama A.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2017, 145 : 223 - 233
  • [8] Microgrid Protection
    Hooshyar, Ali
    Iravani, Reza
    [J]. PROCEEDINGS OF THE IEEE, 2017, 105 (07) : 1332 - 1353
  • [9] The Future Renewable Electric Energy Delivery and Management (FREEDM) System: The Energy Internet
    Huang, Alex Q.
    Crow, Mariesa L.
    Heydt, Gerald Thomas
    Zheng, Jim P.
    Dale, Steiner J.
    [J]. PROCEEDINGS OF THE IEEE, 2011, 99 (01) : 133 - 148
  • [10] Microgrids as a resilience resource and strategies used by microgrids for enhancing resilience
    Hussain, Akhtar
    Van-Hai Bui
    Kim, Hak-Man
    [J]. APPLIED ENERGY, 2019, 240 : 56 - 72