A Novel Technique to Detect False Data Injection Attacks on Phasor Measurement Units

被引:7
|
作者
Almasabi, Saleh [1 ]
Alsuwian, Turki [1 ]
Javed, Ehtasham [2 ]
Irfan, Muhammad [1 ]
Jalalah, Mohammed [1 ,3 ]
Aljafari, Belqasem [1 ]
Harraz, Farid A. [3 ,4 ]
机构
[1] Najran Univ, Coll Engn, Elect Engn Dept, Najran 11001, Saudi Arabia
[2] Univ Helsinki, Neurosci Ctr, Helsinki Inst Life Sci, Helsinki 00014, Finland
[3] Najran Univ, Promising Ctr Sensors & Elect Devices PCSED, Adv Mat & Nanores Ctr, POB 1988, Najran 11001, Saudi Arabia
[4] Cent Met Res & Dev Inst CMRDI, Nanomat & Nanotechnol Dept, POB 87, Cairo 11421, Egypt
关键词
cyber-physical security; false data injection attacks; state estimation; phase lock value; phasor measurement units; smart grids; PMU PLACEMENT;
D O I
10.3390/s21175791
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The power industry is in the process of grid modernization with the introduction of phasor measurement units (PMUs), advanced metering infrastructure (AMI), and other technologies. Although these technologies enable more reliable and efficient operation, the risk of cyber threats has increased, as evidenced by the recent blackouts in Ukraine and New York. One of these threats is false data injection attacks (FDIAs). Most of the FDIA literature focuses on the vulnerability of DC estimators and AC estimators to such attacks. This paper investigates FDIAs for PMU-based state estimation, where the PMUs are comparable. Several states can be manipulated by compromising one PMU through the channels of that PMU. A Phase Locking Value (PLV) technique was developed to detect FDIAs. The proposed approach is tested on the IEEE 14-bus and the IEEE 30-bus test systems under different scenarios using a Monte Carlo simulation where the PLV demonstrated an efficient performance.
引用
收藏
页数:16
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