Towards Real -Time Distinction of Power System Faults and Cyber Attacks

被引：0

作者：

Abedi, Ali ^{[1
]}

Rajkumar, Vetrivel S. ^{[1
]}

Stefanov, Alexandru ^{[1
]}

Palensky, Peter ^{[1
]}

机构：

[1] Delft Univ Technol, Dept Elect Sustainable Energy, Delft, Netherlands

来源：

2023 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, PESGM | 2023年

关键词：

anomaly detection; cyber attacks; cyber security; power system faults; synchrophasor;

D O I：

10.1109/PESGM52003.2023.10253241

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：

This paper presents a methodolop, to distinguish between three-phase faults and GOOSE cyber attacks, aimed at opening the circuit breakers in the power grid. We propose a scheme that utilizes Phasor Measurement Unit (PMU)-enabled monitoring of power grid states, and communication network packet logs in the substation. In this scheme, by leveraging both cyber and physical data correlations and applying a Seasonal Autoregressive Moving Average (SARNIA) model, we successfully distinguish between 3 -phase faults and cyber attacks. The proposed scheme is tested using the benchmark IEEE 9 -bus system, and can distinguish cyber attacks from faults in less than 0.2s. This demonstrates the usefulness of the proposed scheme for power system cyber security analytics.

引用

页数：5

共 50 条

[11] Investigating the Impact of Cyber Attacks on Power System Reliability
Zhang, Yichi
Wang, Lingfeng
Sun, Weiqing
2013 IEEE 3RD ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL AND INTELLIGENT SYSTEMS (CYBER), 2013, : 462 - +
[12] Resilience Evaluation of Cyber-Physical Power System Considering Cyber Attacks
Kong, Xiangxing
Lu, Zhigang
Guo, Xiaoqiang
Zhang, Jiangfeng
Li, Huifeng
IEEE TRANSACTIONS ON RELIABILITY, 2024, 73 (01) : 245 - 256
[13] An approach for real-time implementation of cyber security in power system network
Bhatt, Kunal A.
Iyer, Jyoti R.
Gupta, Shailendra
Pandya, Vaibhav
Thawani, Raj
Bhalja, Bhavesh R.
INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2024,
[14] Real-Time Detection of Cyber-Attacks in Modern Power Grids with Uncertainty using Deep Learning
Mohammadpourfard, Mostafa
Ghanaatpishe, Fateme
Weng, Yang
Genc, Istemihan
Sandikkaya, Mehmet Tahir
2022 INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES, SEST, 2022,
[15] Implementing Attacks for Modbus/TCP Protocol in a Real-Time Cyber Physical System Test Bed
Chen, Bo
Pattanaik, Nishant
Goulart, Ana
Butler-Purry, Karen L.
Kundur, Deepa
2015 IEEE INTERNATIONAL WORKSHOP TECHNICAL COMMITTEE ON COMMUNICATIONS QUALITY AND RELIABILITY (CQR), 2015,
[16] Emulation and detection of physical faults and cyber-attacks on building energy systems through real-time hardware-in-the-loop experiments
Li, Guowen
Ren, Lingyu
Pradhan, Ojas
ONeill, Zheng
Wen, Jin
Yang, Zhiyao
Fu, Yangyang
Chu, Mengyuan
Huang, Jiajing
Wu, Teresa
Candan, K. Selcuk
Adetola, Veronica
Zhu, Qi
ENERGY AND BUILDINGS, 2024, 320
[17] Power System Adequacy Assessment with Probabilistic Cyber Attacks Against Breakers
Xiang, Yingmeng
Wang, Lingfeng
Zhang, Yichi
2014 IEEE PES GENERAL MEETING - CONFERENCE & EXPOSITION, 2014,
[18] Wide area monitoring system operations in modern power grids: A median regression function-based state estimation approach towards cyber attacks
Khalid, Haris M.
Flitti, Farid
Mahmoud, Magdi S.
Hamdan, Mutaz M.
Muyeen, S. M.
Dong, Zhao Yang
SUSTAINABLE ENERGY GRIDS & NETWORKS, 2023, 34
[19] An Investigation into the Response of a Water Treatment System to Cyber Attacks
Adepu, Sridhar
Mathur, Aditya
2016 IEEE 17TH INTERNATIONAL SYMPOSIUM ON HIGH ASSURANCE SYSTEMS ENGINEERING (HASE), 2016, : 141 - 148
[20] Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems
Hassani, Hossein
Hallaji, Ehsan
Razavi-Far, Roozbeh
Saif, Mehrdad
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021, 100

← 1 2 3 4 5 →