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 …

Dynamics on networks with higher-order interactions

Z Gao, D Ghosh, HA Harrington, JG Restrepo… - … Journal of Nonlinear …, 2023 - pubs.aip.org
The study of dynamical processes in networked systems is one of the central problems in
complexity science. 1, 2 Even simple dynamical systems, when connected with each other …

Simplicial cascades are orchestrated by the multidimensional geometry of neuronal complexes

BÜ Kilic, D Taylor - Communications Physics, 2022 - nature.com
Cascades over networks (eg, neuronal avalanches, social contagions, and system failures)
often involve higher-order dependencies, yet theory development has largely focused on …

[HTML][HTML] Link cascade failure in directed networks with higher-order structures

J He, A Zeng - Physics Letters A, 2023 - Elsevier
In the field of complex networks, cascade failure has been widely studied due to its ubiquity
and profound impact. While in recent years, the conceptualization of “higher-order …

Impact of phase lag on synchronization in frustrated Kuramoto model with higher-order interactions

S Dutta, A Mondal, P Kundu, P Khanra, P Pal, C Hens - Physical Review E, 2023 - APS
The study of first order transition (explosive synchronization) in an ensemble (network) of
coupled oscillators has been the topic of paramount interest among the researchers for more …

Link interaction for K-terminal network cascading failures subject to saturating branching process

Y Du, M He, Z Cai, S Si - Computers & Industrial Engineering, 2024 - Elsevier
When improving a multi-component system reliability, we often replaced or maintained a
component while ignoring the reliability of another component due to the budget cost …

Predicting Cascading Failures with a Hyperparametric Diffusion Model

B Xiang, B Cautis, X Xiao, O Mula, D Niyato… - Proceedings of the 30th …, 2024 - dl.acm.org
In this paper, we study cascading failures in power grids through the lens of information
diffusion models. Similar to the spread of rumors or influence in an online social network, it …

Analyzing the robustness of LEO satellite networks based on two different attacks and load distribution methods

S Li, C Zhang, C Zhao, C Xia - Chaos: An Interdisciplinary Journal of …, 2024 - pubs.aip.org
Low earth orbit (LEO) satellite constellations have emerged as a promising architecture
integrated with ground networks, which can offer high-speed Internet services to global …

Interaction graph learning of line cascading failure in power networks and its statistical properties

A Ghasemi, H de Meer, H Kantz - Energy Informatics, 2023 - Springer
We consider line failure cascading in power networks where an initial random failure of a
few lines leads to consecutive other line overloads and failures before the system settles in a …

An Interaction-Dependent Model for Probabilistic Cascading Failure

A Ghasemi, H de Meer, H Kantz - International Conference on Complex …, 2023 - Springer
We suggest interaction-CASCADE as a combined model by extending the CASCADE as a
probabilistic high-level model to consider the underlying components' failure interaction …