Machine learning applications in cascading failure analysis in power systems: A review

NM Sami, M Naeini - Electric Power Systems Research, 2024 - Elsevier
Cascading failures pose a significant threat to power grids and have garnered considerable
research interest in the power system domain. The inherent uncertainty and severe impact …

[HTML][HTML] Identifying and assessing power system vulnerabilities to transmission asset outages via cascading failure analysis

B Gjorgiev, G Sansavini - Reliability Engineering & System Safety, 2022 - Elsevier
Power systems as critical infrastructure are an integral part of human society and are
therefore of paramount importance to modern life. Vulnerabilities in the system, that are …

[HTML][HTML] Interaction graphs for cascading failure analysis in power grids: A survey

U Nakarmi, M Rahnamay Naeini, MJ Hossain… - Energies, 2020 - mdpi.com
Understanding and analyzing cascading failures in power grids have been the focus of
many researchers for years. However, the complex interactions among the large number of …

Nodal reliability evaluation of interdependent gas and power systems considering cascading effects

M Bao, Y Ding, C Shao, Y Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The ever-increasing utilization of natural gas has strengthened the interdependence
between power system and natural gas system (NGS). Due to the bidirectional interactions …

A graph-based method for vulnerability analysis of renewable energy integrated power systems to cascading failures

S Yang, W Chen, X Zhang, W Yang - Reliability Engineering & System …, 2021 - Elsevier
A large amount of uncertainty introduced into power systems may affect the system
vulnerability to cascading failures. The objectives of this study are to analyze the power …

A Markovian influence graph formed from utility line outage data to mitigate large cascades

K Zhou, I Dobson, Z Wang… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
We use observed transmission line outage data to make a Markovian influence graph that
describes the probabilities of transitions between generations of cascading line outages …

A Monte Carlo methodology for earthquake impact analysis on the electrical grid

B Johnson, V Chalishazar, E Cotilla-Sanchez… - Electric Power Systems …, 2020 - Elsevier
Earthquakes present an all-encompassing threat to electrical power systems. Many grid
components are highly vulnerable to direct and indirect earthquake damage. This paper …

An integrated modeling framework for cascading failure study and robustness assessment of cyber-coupled power grids

X Zhang, D Liu, H Tu, CK Tse - Reliability Engineering & System Safety, 2022 - Elsevier
The extensive deployment of information and communication technologies significantly
changes the characteristics of power grids. In this paper, we propose an integrated modeling …

Resilience analysis and cascading failure modeling of power systems under extreme temperatures

SR Khazeiynasab, J Qi - Journal of Modern Power Systems and …, 2021 - ieeexplore.ieee.org
In this paper, we propose an AC power flow based cascading failure model that explicitly
considers external weather conditions, extreme temperatures in particular, and evaluates …

Dynamical Analysis of Power System Cascading Failures Caused by Cyber Attacks

VS Rajkumar, A Ştefanov, JLR Torres… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cascading failures in power systems are extremely rare occurrences caused by a
combination of multiple, low probability events. The looming threat of cyberattacks on power …