Cybersecurity in power grids: Challenges and opportunities

T Krause, R Ernst, B Klaer, I Hacker, M Henze - Sensors, 2021 - mdpi.com
Increasing volatilities within power transmission and distribution force power grid operators
to amplify their use of communication infrastructure to monitor and control their grid. The …

Machine learning-based intrusion detection for smart grid computing: A survey

N Sahani, R Zhu, JH Cho, CC Liu - ACM Transactions on Cyber-Physical …, 2023 - dl.acm.org
Machine learning (ML)-based intrusion detection system (IDS) approaches have been
significantly applied and advanced the state-of-the-art system security and defense …

Unsupervised machine learning-based detection of covert data integrity assault in smart grid networks utilizing isolation forest

S Ahmed, YD Lee, SH Hyun… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Being one of the most multifaceted cyber-physical systems, smart grids (SGs) are arguably
more prone to cyber-threats. A covert data integrity assault (CDIA) on a communications …

Cloud manufacturing as a sustainable process manufacturing route

O Fisher, N Watson, L Porcu, D Bacon, M Rigley… - Journal of manufacturing …, 2018 - Elsevier
Cloud Manufacturing (CM) is a service oriented business model to share manufacturing
capabilities and resources on a cloud platform. Manufacturing is under pressure to achieve …

Overview of intelligent inverters and associated cybersecurity issues for a grid-connected solar photovoltaic system

SN Vodapally, MH Ali - Energies, 2023 - mdpi.com
The major problem associated with the grid-connected solar photovoltaic (PV) system is the
integration of the generated DC power into the AC grid and maintaining the stability of the …

Detecting false data injection attacks in AC state estimation

G Chaojun, P Jirutitijaroen… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Estimating power system states accurately is crucial to the reliable operation of power grids.
Traditional weighted least square (WLS) state estimation methods face the rising threat of …

Power system reliability evaluation with SCADA cybersecurity considerations

Y Zhang, L Wang, Y Xiang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
As information and communication networks are highly interconnected with the power grid,
cyber security of the supervisory control and data acquisition (SCADA) system has become …

Integrated anomaly detection for cyber security of the substations

J Hong, CC Liu, M Govindarasu - IEEE Transactions on Smart …, 2014 - ieeexplore.ieee.org
Cyber intrusions to substations of a power grid are a source of vulnerability since most
substations are unmanned and with limited protection of the physical security. In the worst …

Multidimensional intrusion detection system for IEC 61850-based SCADA networks

Y Yang, HQ Xu, L Gao, YB Yuan… - … on Power Delivery, 2016 - ieeexplore.ieee.org
Emerging cybersecurity vulnerabilities in supervisory control and data acquisition (SCADA)
systems are becoming urgent engineering issues for modern substations. This paper …

Joint-transformation-based detection of false data injection attacks in smart grid

SK Singh, K Khanna, R Bose… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
For reliable operation and control of smart grid, estimating the correct states is of utmost
importance to the system operator. With recent incorporation of information technology and …