Real-Time Cyber Attack Detection Scheme for Standalone Microgrids

被引:12
作者
Aluko, Anuoluwapo O. [1 ]
Carpanen, Rudiren Pillay [2 ]
Dorrell, David G. [3 ]
Ojo, Evans E. [4 ]
机构
[1] Clarkson Univ, Dept Elect & Comp Engn, Potsdam, NY 13799 USA
[2] Univ KwaZulu Natal, Discipline Elect Elect & Comp Engn, ZA-4041 Durban, South Africa
[3] Univ Witwatersrand, Sch Elect & Informat Engn, ZA-2000 Johannesburg, Gauteng, South Africa
[4] Durban Univ Technol, Dept Elect Power Engn, ZA-4000 Durban, South Africa
关键词
Power system stability; Microgrids; Cyberattack; Real-time systems; Frequency control; Generators; Sun; Cyber attack; dynamic state estimation; false data injection (FDI) attack; microgrid (MG); unknown input observer (UIO); FALSE DATA INJECTION; LOAD FREQUENCY CONTROL; STATE ESTIMATION; CONTROL-SYSTEMS; ROBUST-CONTROL; POWER-SYSTEMS; RESILIENT; MITIGATION; DESIGN; IMPACT;
D O I
10.1109/JIOT.2022.3180939
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The safe operation, control, and stability of standalone microgrids (MGs) are highly dependent on their coordination with the MG control center (MGCC). Due to the open communication channel between the MG and the MGCC, the measurement signals are vulnerable to cyber attacks that can compromise the stability of the system. In this article, a false data injection (FDI) attack on the frequency measurement of a standalone MG is considered to disrupt the stable operation of the MG. Therefore, an attack detection and identification method are proposed to protect the MG against the impacts of this attack. The proposed method is based on a dynamic state estimation technique that uses an unknown input observer (UIO) to estimate the MG states and generate a residual function that detects the presence of an FDI attack and triggers a detection alarm for attack isolation and mitigation. The robustness and practicability of the proposed method are demonstrated with real-time simulation results of a real-world MG system.
引用
收藏
页码:21481 / 21492
页数:12
相关论文
共 43 条
[1]   Deterministic Dynamic State Estimation-Based Optimal LFC for Interconnected Power Systems Using Unknown Input Observer [J].
Alhelou, Hassan Haes ;
Golshan, Mohamad Esmail Hamedani ;
Hatziargyriou, Nikos D. .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (02) :1582-1592
[2]   Robust State Estimation Method for Adaptive Load Frequency Control of Interconnected Power System in a Restructured Environment [J].
Aluko, Anuoluwapo O. ;
Carpanen, Rudiren Pillay ;
Dorrell, David G. ;
Ojo, Evans E. .
IEEE SYSTEMS JOURNAL, 2021, 15 (04) :5046-5056
[3]   Vulnerability Analysis of False Data Injection Attacks on the Frequency Stability of Isolated Microgrids [J].
Aluko, Anuoluwapo O. ;
Carpanen, R. Pillay ;
Dorrell, David G. ;
Ojo, Evans E. .
2021 SOUTHERN AFRICAN UNIVERSITIES POWER ENGINEERING CONFERENCE/ROBOTICS AND MECHATRONICS/PATTERN RECOGNITION ASSOCIATION OF SOUTH AFRICA (SAUPEC/ROBMECH/PRASA), 2021,
[4]   Impact Assessment and Mitigation of Cyber Attacks on Frequency Stability of Isolated Microgrid Using Virtual Inertia Control [J].
Aluko, Anuoluwapo O. ;
Carpanen, R. Pillay ;
Dorrell, David G. ;
Ojo, Evans E. .
2020 IEEE PES & IAS POWERAFRICA CONFERENCE, 2020,
[5]   Attack Detection and Identification for Automatic Generation Control Systems [J].
Ameli, Amir ;
Hooshyar, Ali ;
El-Saadany, Ehab F. ;
Youssef, Amr M. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (05) :4760-4774
[6]   Detection Scheme Against Cyber-Physical Attacks on Load Frequency Control Based on Dynamic Characteristics Analysis [J].
Bi, Wenjun ;
Zhang, Kaifeng ;
Li, Yaping ;
Yuan, Kun ;
Wang, Ying .
IEEE SYSTEMS JOURNAL, 2019, 13 (03) :2859-2868
[7]   A survey on control of electric power distributed generation systems for microgrid applications [J].
Bouzid, Allal M. ;
Guerrero, Josep M. ;
Cheriti, Ahmed ;
Bouhamida, Mohamed ;
Sicard, Pierre ;
Benghanem, Mustapha .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2015, 44 :751-766
[8]   Novel Detection Scheme Design Considering Cyber Attacks on Load Frequency Control [J].
Chen, Chunyu ;
Zhang, Kaifeng ;
Yuan, Kun ;
Zhu, Lingzhi ;
Qian, Minhui .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (05) :1932-1941
[9]   Fallback Control for Isochronous Energy Storage Systems in Autonomous Microgrids Under Denial-of-Service Cyber-Attacks [J].
Chlela, Marline ;
Mascarella, Diego ;
Joos, Geza ;
Kassouf, Marthe .
IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (05) :4702-4711
[10]   The Future 5G Network-Based Secondary Load Frequency Control in Shipboard Microgrids [J].
Gheisarnejad, Meysam ;
Khooban, Mohammad-Hassan ;
Dragicevic, Tomislav .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2020, 8 (01) :836-844