A comprehensive review of cyber-attacks and defense mechanisms for improving security in smart grid energy systems: Past, present and future

M Ghiasi, T Niknam, Z Wang, M Mehrandezh… - Electric Power Systems …, 2023 - Elsevier
Due to the advancement in communication networks, metering and smart control systems,
as well as the prevalent use of Internet-based structures, new forms of power systems have …

Load frequency control in smart grids: A review of recent developments

M Wadi, A Shobole, W Elmasry, I Kucuk - Renewable and Sustainable …, 2024 - Elsevier
This study provides a comprehensive and fresh review of load frequency control (LFC) in
multi-area interconnected power systems (MAIPSs). The central tasks of LFC are to keep …

A review: State estimation based on hybrid models of Kalman filter and neural network

S Feng, X Li, S Zhang, Z Jian, H Duan… - Systems Science & …, 2023 - Taylor & Francis
In this paper, hybrid models of Kalman filter and neural network for state estimation are
reviewed of their corresponding academic achievements, the creation of which is a …

A survey on attack detection, estimation and control of industrial cyber–physical systems

D Zhang, QG Wang, G Feng, Y Shi, AV Vasilakos - ISA transactions, 2021 - Elsevier
Cyber–physical systems (CPSs) are complex systems that involve technologies such as
control, communication, and computing. Nowadays, CPSs have a wide range of applications …

Deep reinforcement learning control approach to mitigating actuator attacks

C Wu, W Pan, R Staa, J Liu, G Sun, L Wu - Automatica, 2023 - Elsevier
This paper investigates the deep reinforcement learning based secure control problem for
cyber–physical systems (CPS) under false data injection attacks. We describe the CPS …

Security of networked control systems subject to deception attacks: A survey

ZH Pang, LZ Fan, H Guo, Y Shi, R Chai… - … Journal of Systems …, 2022 - Taylor & Francis
A networked control system (NCS), which integrates various physical components by
utilising communication networks, is a complex intelligent control system with high flexibility …

A review on cybersecurity analysis, attack detection, and attack defense methods in cyber-physical power systems

D Du, M Zhu, X Li, M Fei, S Bu, L Wu… - Journal of Modern …, 2022 - ieeexplore.ieee.org
Potential malicious cyber-attacks to power systems which are connected to a wide range of
stakeholders from the top to tail will impose significant societal risks and challenges. The …

[HTML][HTML] A survey on active fault-tolerant control systems

A Abbaspour, S Mokhtari, A Sargolzaei, KK Yen - Electronics, 2020 - mdpi.com
Faults and failures in the system components are two main reasons for the instability and the
degradation in control performance. In recent decades, fault-tolerant control (FTC) …

KFRNN: An effective false data injection attack detection in smart grid based on Kalman filter and recurrent neural network

Y Wang, Z Zhang, J Ma, Q ** - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The smart grid is now increasingly dependent on smart devices to operate, which leaves
space for cyber attacks. Especially, the intentionally designed false data injection attack …

A secure robot learning framework for cyber attack scheduling and countermeasure

C Wu, W Yao, W Luo, W Pan, G Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The problem of learning-based control for robots has been extensively studied, whereas the
security issue under malicious adversaries has not been paid much attention to. Malicious …