Secure Recursive Estimator-Based Command Filtered Event-Triggered Control for Islanded AC Microgrids Under Deception Attacks

This article proposes a secure recursive estimator-based command filtered event-triggered control (EBCFETC) scheme for cyber-physical islanded AC microgrids (MGs) with unknown nonlinear loads under deception attacks. A discrete-time dynamic model of the islanded AC MG is given, and the voltage regulation problem is transformed into an output feedback tracking control issue. First, a secure recursive extended state estimator is designed to handle unknown nonlinear loads and estimate the immeasurable MG states under deception attacks. In particular, an upper bound on the estimation error covariance of the recursive estimator is obtained, and the real-time gain matrix is derived from the upper bound. Then, an EBCFETC strategy is developed by utilizing the backstepping technique, and an event-triggered mechanism is introduced to reduce the transmission frequency of control signals. The scheme guarantees that both the estimation error and the signals of the closed-loop system are bounded, and the tracking error converges to a small neighbourhood near zero. Finally, the simulation results verify the validity of the proposed EBCFETC method.

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Publication Details

Journal
IEEE Transactions on Circuits and Systems I Regular Papers
Published
2025-06-16
DOI
https://doi.org/10.1109/tcsi.2025.3577450
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00

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article

Secure Recursive Estimator-Based Command Filtered Event-Triggered Control for Islanded AC Microgrids Under Deception Attacks

Xinkai Chen, Jinpeng Yu, Cheng Fu, Weiguo Shi et al.
IEEE Transactions on Circuits and Systems I Regular Papers
Smart Grid Security and Resilience
article

Secure Recursive Estimator-Based Command Filtered Event-Triggered Control for Islanded AC Microgrids Under Deception Attacks

Xinkai Chen, Jinpeng Yu, Cheng Fu, Weiguo Shi, Jiapeng Liu
article en

Abstract

This article proposes a secure recursive estimator-based command filtered event-triggered control (EBCFETC) scheme for cyber-physical islanded AC microgrids (MGs) with unknown nonlinear loads under deception attacks. A discrete-time dynamic model of the islanded AC MG is given, and the voltage regulation problem is transformed into an output feedback tracking control issue. First, a secure recursive extended state estimator is designed to handle unknown nonlinear loads and estimate the immeasurable MG states under deception attacks. In particular, an upper bound on the estimation error covariance of the recursive estimator is obtained, and the real-time gain matrix is derived from the upper bound. Then, an EBCFETC strategy is developed by utilizing the backstepping technique, and an event-triggered mechanism is introduced to reduce the transmission frequency of control signals. The scheme guarantees that both the estimation error and the signals of the closed-loop system are bounded, and the tracking error converges to a small neighbourhood near zero. Finally, the simulation results verify the validity of the proposed EBCFETC method.

IEEE Transactions on Circuits and Systems I Regular PapersVol. 72(12)
Qingdao University (CN), Shibaura Institute of Technology (JP)
National Natural Science Foundation of China, Natural Science Foundation of Shandong Province
Climate action
Openalex Percentile: Top 85%
Smart Grid Security and Resilience
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Secure Recursive Estimator-Based Command Filtered Event-Triggered Control for Islanded AC Microgrids Under Deception Attacks — Xinkai Chen, Jinpeng Yu, et al. · IEEE Transactions on Circuits and Systems I Regular Papers (2025) | TGRS Research Map | TGRS