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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 …
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
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 …
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
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 …
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
The ever-increasing utilization of natural gas has strengthened the interdependence
between power system and natural gas system (NGS). Due to the bidirectional interactions …
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 …
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
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 …
describes the probabilities of transitions between generations of cascading line outages …
A Monte Carlo methodology for earthquake impact analysis on the electrical grid
Earthquakes present an all-encompassing threat to electrical power systems. Many grid
components are highly vulnerable to direct and indirect earthquake damage. This paper …
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
The extensive deployment of information and communication technologies significantly
changes the characteristics of power grids. In this paper, we propose an integrated modeling …
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
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 …
considers external weather conditions, extreme temperatures in particular, and evaluates …
Dynamical Analysis of Power System Cascading Failures Caused by Cyber Attacks
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 …
combination of multiple, low probability events. The looming threat of cyberattacks on power …