L Duchesne, E Karangelos… - Proceedings of the …, 2020 - ieeexplore.ieee.org
This article reviews recent works applying machine learning (ML) techniques in the context of energy systems' reliability assessment and control. We showcase both the progress …
Y Li, X Wei, Y Li, Z Dong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As an important cyber-physical system (CPS), smart grid is highly vulnerable to cyber attacks. Amongst various types of attacks, false data injection attack (FDIA) proves to be one …
E Puiutta, EMSP Veith - … cross-domain conference for machine learning …, 2020 - Springer
Abstract Explainable Artificial Intelligence (XAI), ie, the development of more transparent and interpretable AI models, has gained increased traction over the last few years. This is due to …
Y Zhang, J Wang, B Chen - IEEE Transactions on Smart Grid, 2020 - ieeexplore.ieee.org
The dependence on advanced information and communication technology increases the vulnerability in smart grids under cyber-attacks. Recent research on unobservable false data …
KD Lu, ZG Wu, T Huang - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid development of communication, control, and computer technology, traditional power systems have evolved into cyber-physical power system (CPPS). However, CPPS not …
L Zhang, G Wang, GB Giannakis - IEEE Transactions on Signal …, 2019 - ieeexplore.ieee.org
Contemporary power grids are being challenged by rapid and sizeable voltage fluctuations that are caused by large-scale deployment of renewable generators, electric vehicles, and …
XB Jin, RJ Robert Jeremiah, TL Su, YT Bai, JL Kong - Sensors, 2021 - mdpi.com
State estimation is widely used in various automated systems, including IoT systems, unmanned systems, robots, etc. In traditional state estimation, measurement data are …
S Aoufi, A Derhab, M Guerroumi - Journal of Information Security and …, 2020 - Elsevier
Abstract False Data Injection Attack (FDIA) is one of the most dangerous cyber attacks against smart power grids, as it could cause severe physical and economic damage. In this …
Electrical grids generate, transport, distribute and deliver electrical power to consumers through a complex Critical Infrastructure which progressively shifted from an air-gaped to a …