Review of the opportunities and challenges to accelerate mass‐scale application of smart grids with large‐language models

H Shi, L Fang, X Chen, C Gu, K Ma, X Zhang… - IET Smart …, 2024 - Wiley Online Library
Smart grids represent a paradigm shift in the electricity industry, moving from traditional one‐
way systems to more dynamic, interconnected networks. These grids are characterised by …

A review on topology identification methods and applications in distribution networks

F Dalavi, MEH Golshan, ND Hatziargyriou - Electric Power Systems …, 2024 - Elsevier
Topology identification (TI) is critical in electric grids, especially in distribution networks, for
detecting unintended changes due to fault events and for some control and optimization …

[HTML][HTML] Distribution network topology identification based on gradient boosting decision tree and attribute weighted naive Bayes

W Guo, G Wang, C Wang, Y Wang - Energy Reports, 2023 - Elsevier
Topology identification is important to ensure a safe and stable distribution network
operation, especially in the case of high proportion of new energy access to the distribution …

Machine Learning-Aided Enhancement of Power Grid Resilience to Electromagnetic Pulse Strikes

R Zhang, Y Li, M Hijazi, J Su… - 2022 North …, 2022 - ieeexplore.ieee.org
The electromagnetic pulse (EMP) disturbances could potentially invoke irreversible
damages to a set of electric equipment and the power grid at large, which would result in …

Partial Correlation Analysis Based Identification of Distribution Network Topology

Y Liu, P Wang - CSEE Journal of Power and Energy Systems, 2023 - ieeexplore.ieee.org
Accurately identifying distribution network topology, which tends to be a mesh configuration
with increasing penetration rate of distributed energy resources (DERs), is critical for reliable …

Power System Resilience to Environmental Stressors: Hazard Characterization, Modeling, Assessment, and Mitigation

M Nazemi - 2022 - search.proquest.com
In the recent years, more frequent realization of high-impact low-probability (HILP) natural
disasters such as hurricanes, windstorms, earthquakes, and wildfires have resulted in …