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Detection Scheme for Tampering Behavior on Distributed Controller of Electric-Thermal Integrated Energy System Based
Chaoqun Zhu1, Jie Li1, Jie Shen1
1Marketing Department of State Grid Suzhou Power Supply Company, Suzhou 215000, China.
Computational Intelligence and Neuroscience
|September 6, 2022
Summary
This study addresses false data injection attacks in electric-thermal integrated energy systems. A new detection method using relation networks effectively identifies tampering, enhancing system security.
Area of Science:
- Energy Systems Engineering
- Cybersecurity
- Control Theory
Background:
- Smart grid development is leading to integrated energy systems, notably electric-thermal systems.
- These systems enhance energy efficiency through integrated control but increase vulnerability to cyberattacks.
- Malicious data injection poses a significant risk to the stability and reliability of energy dispatch.
Purpose of the Study:
- To investigate the impact of false data injection attacks on electric-thermal integrated energy systems.
- To develop a robust method for detecting tampering in these critical systems.
- To enhance the security and resilience of energy dispatch operations.
Main Methods:
- A compromised model of an electric-thermal integrated energy system under false data injection attacks was established.
- Vulnerable variable observers were designed to detect tampered variables across various attack scenarios.
- A tampering behavior detection method based on a relation network was developed, utilizing observed and measured data.
Main Results:
- The proposed method successfully identified and located false data injection attacks.
- Simulation results demonstrated the effectiveness of the designed observers and the relation network.
- The detection method proved capable of distinguishing between normal operation and malicious tampering.
Conclusions:
- The developed detection method enhances the security of electric-thermal integrated energy systems against false data injection attacks.
- The approach provides a reliable mechanism for monitoring system integrity and detecting cyber threats.
- This research contributes to the secure and stable operation of future integrated energy systems.
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