Digital Library of Zielona Góra contains 67 138 digital objects
Object
Title: Event-triggered neural network voltage control for distribution networks under actuator attacks based on observers
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
This paper proposes an event-triggered neural network control approach to address the voltage control issue in distribution networks under false data injection (FDI) attacks. Firstly, a mathematical model of voltage deviation in distribution networks considering the impact of FDI attacks is established to accurately represent the dynamic behavior of the attacked system. ; To optimize the utilization of communication resources within the network, an adaptive event-triggered mechanism is designed, which can dynamically adjust the triggering conditions based on the system state, effectively reducing unnecessary communication instances. On this basis, an event-triggered voltage control (VC) system model is established. ; To effectively mitigate voltage over limit caused by FDI attacks, an adaptive neural network controller is designed, which can compensate for the attack signals and keep the voltage within the allowable range. By combining Lyapunov-Krasovskii stability theory with linear matrix inequality (LMI) techniques, the stability of the system is analyzed, and sufficient conditions for ensuring it are derived. Finally, simulation results demonstrate that this method can not only effectively resist FDI attacks, but also significantly reduce the communication burden while ensuring system stability.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, volume 36, number 1 (2026) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2026)
Last modified:
Jun 15, 2026
In our library since:
Jun 15, 2026
Number of object content hits:
3
All available object's versions:
https://www.zbc.uz.zgora.pl/publication/108295
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Show description in OAI-PMH format:
| Edition name | Date |
|---|---|
| Event-triggered neural network voltage control for distribution networks under actuator attacks based on observers | Jun 15, 2026 |
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