Detection and Mitigation of Coordinated False Data Injection Attacks in Frequency Control of Power Grids

被引:0
|
作者
Oshnoei, Soroush [1 ]
Aghamohammadi, Mohammadreza [1 ]
机构
[1] Shahid Beheshti Univ, Fac Elect Engn, Tehran, Iran
来源
2021 11TH SMART GRID CONFERENCE (SGC) | 2021年
关键词
Load frequency control; false data injection; Kalman filter; chi-square detector; resilient controller; AGC;
D O I
10.1109/SGC54087.2021.9664078
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In modern power grids (PGs), load frequency control (LFC) is effectively employed to preserve the frequency within the allowable ranges. However, LFC dependence on information and communication technologies (ICTs) makes PGs vulnerable to cyber attacks. Manipulation of measured data and control commands known as false data injection attacks (FDIAs) can negatively affect grid frequency performance and destabilize PG. This paper investigates the frequency performance of an isolated PG under coordinated FDIAs. A control scheme based on the combination of a Kalman filter, a chi-square detector, and a linear quadratic Gaussian controller is proposed to detect and mitigate the coordinated FDIAs. The efficiency of the proposed control scheme is evaluated under two types of scaling and exogenous FDIAs. The simulation results demonstrate that the proposed control scheme has significant capabilities to detect and mitigate the designed FDIAs.
引用
收藏
页码:58 / 62
页数:5
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