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Application of data‐driven methods in power systems analysis and control
The increasing integration of variable renewable energy resources through power
electronics has brought about substantial changes in the structure and dynamics of modern …
electronics has brought about substantial changes in the structure and dynamics of modern …
Benchmark of machine learning algorithms on transient stability prediction in renewable rich power grids under cyber-attacks
This study addresses the problem of ensuring accurate online transient stability prediction in
modern power systems that are increasingly dependent on smart grid technology and are …
modern power systems that are increasingly dependent on smart grid technology and are …
Power System Stability Analysis from Cyber Attacks Perspective
Power grid digitalization introduces new vulnerabilities and cyber security threats. The
impact of cyber attacks on power system stability is a topic of growing concern, which is yet …
impact of cyber attacks on power system stability is a topic of growing concern, which is yet …
Resilient fuzzy control synthesis of nonlinear DC microgrid via a time-constrained DoS attack model
F Yang, S Hu, X **e, D Yue… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, the exponential stability (ES) and fuzzy control problem is addressed for DC
microgrid (DC-MG) system based on TS fuzzy model under denial-of-service (DoS) attacks …
microgrid (DC-MG) system based on TS fuzzy model under denial-of-service (DoS) attacks …
A reinforcement learning approach to undetectable attacks against automatic generation control
Automatic generation control (AGC) is an essential functionality for ensuring the stability of
power systems, and its secure operation is thus of utmost importance to power system …
power systems, and its secure operation is thus of utmost importance to power system …
On the use of reinforcement learning for attacking and defending load frequency control
The electric grid is an attractive target for cyberattackers given its critical nature in society.
With the increasing sophistication of cyberattacks, effective grid defense will benefit from …
With the increasing sophistication of cyberattacks, effective grid defense will benefit from …
Enhancing Cyber-Resilience of Power Systems' AGC Sensor Data by Time Series to Image Domain Encoding
The shift to wide area networks (WANs) in power systems has introduced security
challenges. While research has focused on attack detection, adversaries can outsmart even …
challenges. While research has focused on attack detection, adversaries can outsmart even …
Securing Power System Data in Motion by Timestamped Digital Text Watermarking
Modern power systems rely on Wide Area Network (WAN) for real-time data transmission
and control. However, integrating WAN introduces vulnerabilities that adversaries can …
and control. However, integrating WAN introduces vulnerabilities that adversaries can …
Misguide: Security-aware attack analytics for smart grid load frequency control
Incorporating advanced information and communication technologies into smart grids (SGs)
offers substantial operational benefits while increasing vulnerability to cyber threats like …
offers substantial operational benefits while increasing vulnerability to cyber threats like …
Detection, differentiation and localization of replay attack and false data injection attack based on random matrix
Y Shen, Z Qin - Scientific Reports, 2024 - nature.com
Replay attack and false data injection attack (FDIA) are two common types of cyber-attacks
against supervisory control and data acquisition systems, aiming to disrupt the normal …
against supervisory control and data acquisition systems, aiming to disrupt the normal …