Detection and mitigation of cyber-threats in the DC microgrid distributed control system

被引:28
作者
Poudel, Binod P. [1 ]
Mustafa, Aquib [2 ]
Bidram, Ali [1 ]
Modares, Hamidreza [2 ]
机构
[1] Univ New Mexico, Dept Elect & Comp Engn, Albuquerque, NM 87131 USA
[2] Michigan State Univ, Dept Mech Engn, E Lansing, MI 48823 USA
基金
美国国家科学基金会;
关键词
Cyber-security; DC microgrids; Distributed control; Kullback-Liebler divergence; Voltage regulation; DATA INJECTION ATTACKS; DROOP CONTROL METHOD; DYNAMIC OPTIMIZATION; COORDINATED CONTROL; VOLTAGE; AC;
D O I
10.1016/j.ijepes.2020.105968
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper addresses the cyber-threat detection and mitigation in a DC microgrid distributed control system. Due to the deployment of communication and control technologies, a DC microgrid resembles a cyber-physical system that is highly exposed to cyber-threats. A cyber-threat detection technique is proposed that relies on a Kullback-Liebler divergence-based criterion. This criterion detects the misbehavior of a compromised Distributed Energy Resource (DER) control unit and, consequently, calculates an interior-belief factor and communicates it with its neighboring DERs to inform them of the reliability of its outgoing information. Moreover, DERs calculate an exterior-belief value related to the trustworthiness of the received information from neighbors. The cyber-threat mitigation technique at each DER utilizes the neighbors' interior-belief and its own calculated exterior-belief value for neighboring DERs to slow down and eventually mitigate attacks. The proposed approach requires a communication network with mild graph connectivity. A typical medium-voltage DC microgrid system is simulated to verify the validity of proposed distributed cyber-secure control scheme. It is shown that using the proposed cyber-secure approach, the voltage of a critical bus of microgrid is well regulated and DERs can successfully distinguish cyber-attacks from legitimate events.
引用
收藏
页数:11
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