Situation awareness in ai-based technologies and multimodal systems: Architectures, challenges and applications

J Chen, KP Seng, J Smith, LM Ang - IEEE Access, 2024 - ieeexplore.ieee.org
Situation Awareness (SA) is a process of sensing, understanding and predicting the
environment and is an important component in complex systems. The reception of …

Review of islanding detection using advanced signal processing techniques

B Vadlamudi, T Anuradha - Electrical Engineering, 2024 - Springer
Increasing the integration of distributed generation (DG) into distribution networks provides
many technological benefits, including improving system security, performance, and …

Anomaly detection and state correction in smart grid using ekf and data compensation techniques

P Hu, W Gao, Y Li, X Guo, F Hua… - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
The smart grid is built on an integrated and high-speed communication network, which
renders it more vulnerable to cyber-attacks. False data injection attacks (FDIAs) and sudden …

Deep learning-based integrated attack detection framework to protect distance relays against cyberattacks

JK Narang, B Bag - Electric Power Systems Research, 2024 - Elsevier
The cyber security of communication-assisted intelligent relays at the IEC61850-enabled
modern digital substations has become a prime concern among power companies and …

A detection strategy based on deep learning against sequential outages induced by false data injection attacks

X Ge, M Yue - Electrical Engineering, 2024 - Springer
LR attacks pose a significant menace to the safety of smart grids as they involve the
manipulation of accurate measurements, resulting in system line overload and potential …

Employing Machine Learning Algorithms to Identify False Data Injection in Smart Grid

M Tajdinian, M Mohammadpourfard… - 2024 9th International …, 2024 - ieeexplore.ieee.org
Enhancement in demand of electrical energy from industrial or residential consumers has
resulted in encouraging policy makers to utilize of new generation of power network named …

Applying Data Science to Assess Cyber Security of Renewable Energy and Reserve Markets to Ensure System Reliability

DT Rizi, MH Nazari, SH Hosseinian… - … on Technology and …, 2024 - ieeexplore.ieee.org
Cybersecurity plays a vital role in tackling threats and minimizing potential harm. The
primary objective of the research is to investigate the impact of intervention on the energy …