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Title: Data Integrity and Cyberattack Detection using Dynamic Watermarking for Resilient Microgrids
Cyber-attacks on microgrid systems, especially data manipulation attacks such as replay attack and Denial-of-Service (DoS), causes communication delay and unstable responses. Even though control strategies such as Consensus Control (CC) are able to coordinate electric current and voltage flow, they are at risk of malicious attacks. Communication delay leads to undetected changes in line current, and voltage leads to incorrect responses from the consensus controller, which overloads the microgrid in milliseconds. To address these challenges, this paper presents an Observer System (OS) based Dynamic Watermark (DW) detection model that detects delay-induced cyber-attacks during steady states and load fluctuations. We have developed a Grid-Specific Dynamic Watermarking (GSDW) signal that enhances real-time detection capabilities, resulting in a real-time non-zero residual showing cyber attack dynamics in the proposed observer system. Our detailed case study demonstrates real-time attack detection and prevention, ensuring the stability and integrity of Microgrid (MG) systems under challenging cyber threat conditions. Comprehensive simulations and validation demonstrate the practicality and efficacy of our approach in mitigating risks posed by delay-induced cyber attacks in MG systems.  more » « less
Award ID(s):
2105269
PAR ID:
10535264
Author(s) / Creator(s):
; ;
Publisher / Repository:
IEEE
Date Published:
Page Range / eLocation ID:
1 to 5
Subject(s) / Keyword(s):
Microgrids Watermarking Aerodynamics Real-time systems Stability analysis Voltage control Cyberattack Communication delay Grid-Specific Dynamic Watermarking Real-time detection Steady state analysis
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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