Survey of machine learning methods for detecting false data injection attacks in power systems

A Sayghe, Y Hu, I Zografopoulos, XR Liu… - IET Smart …, 2020 - Wiley Online Library
Over the last decade, the number of cyber attacks targeting power systems and causing
physical and economic damages has increased rapidly. Among them, false data injection …

Optimal false data injection attacks against power system frequency stability

M Jafari, MA Rahman, S Paudyal - IEEE Transactions on Smart …, 2022 - ieeexplore.ieee.org
The automatic generation control (AGC) is one of the core control systems in power grids
that regulate frequency within the permissible range. However, its dependence on …

[PDF][PDF] Football match prediction with tree based model classification

YF Alfredo, SM Isa - International Journal of Intelligent Systems and …, 2019 - academia.edu
This paper presents the football match prediction using a tree-based model algorithm (C5. 0,
Random Forest, and Extreme Gradient Boosting). Backward wrapper model was applied as …

An improved TPM-based distribution network state estimation considering loads/DERs correlations

B Abedi, AA Ghadimi, AH Abolmasoumi, MR Miveh… - Electrical …, 2021 - Springer
This paper proposes an improved probabilistic load and distributed energy resources
(DERs) modeling as pseudo-measurements by considering the correlation to be used for …

Analyzing Financial Implications and Optimal Bus Selection Strategies for False Data Injection Attacks in Power Grids

K Singh - Electric Power Systems Research, 2025 - Elsevier
Rapid digitization of power systems has brought about new vulnerabilities to cyber threats,
where False Data Injection (FDI) attacks are emerging as a significant concern. These …

An Embedded Consensus ADMM Distribution Algorithm Based on Outer Approximation for Improved Robust State Estimation of Networked Microgrids

Z Zhang, Y Ju - Journal of Modern Power Systems and Clean …, 2024 - ieeexplore.ieee.org
Networked microgrids (NMGs) are critical in the absorption of distributed renewable energy.
However, the existing centralized state estimation (SE) cannot meet the needs of NMGs in …

A novel strategy for economic management of distribution networks in bilateral energy markets contemplating electrical storage, thermal generations and distributed …

MH Nazari, SH Hosseinian, SMS Ghiasi… - 2021 25th Electrical …, 2021 - ieeexplore.ieee.org
This study is presented a novel policy for management of hour-ahead active and reactive
market considering privatization of Distributed generations (DG). The studied network in this …

Voltage Stability Assessment in Smart Electric Grid Under False Data Injection Attack

K Singh, MS Kumari - 2024 15th International Conference on …, 2024 - ieeexplore.ieee.org
The energy sector of today is becoming more and more digital and this brought new security
challenges for the modern smart grid infrastructure. Integration of cyber space (information …

[LIVRE][B] Learning-Based Evaluation Framework for Attack Detection Algorithms in Power Systems

AA Sayghe - 2023 - search.proquest.com
Over the last decade, the number of cyberattacks targeting power systems and causing
physical and economic damages has increased rapidly. Among them, False Data Injection …

Optimal placement of phasor measurement units for observability of mazandaran transmission and sub-transmission networks

H Daryabar, M Moradi-Sepahvand… - 2018 Smart Grid …, 2018 - ieeexplore.ieee.org
This article, focuses on optimal placement of phasor measurement units (PMU) in
transmission and sub-transmission networks of Mazandaran province, as a practical …