Learning distribution grid topologies: A tutorial

D Deka, V Kekatos, G Cavraro - IEEE Transactions on Smart …, 2023 - ieeexplore.ieee.org
Unveiling feeder topologies from data is of paramount importance to advance situational
awareness and proper utilization of smart resources in power distribution grids. This tutorial …

Electric vehicle attack impact on power grid operation

MA Sayed, R Atallah, C Assi, M Debbabi - International Journal of Electrical …, 2022 - Elsevier
The increasing need for reducing greenhouse gas emissions and the drive for green cities
have promoted the use of electric vehicles due to their environmental benefits. In fact …

State and topology estimation for unobservable distribution systems using deep neural networks

B Azimian, RS Biswas, S Moshtagh… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Time-synchronized state estimation for reconfigurable distribution networks is challenging
because of limited real-time observability. This article addresses this challenge by …

A data-driven koopman approach for power system nonlinear dynamic observability analysis

Y Xu, Q Wang, L Mili, Z Zheng, W Gu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
A prerequisite to dynamic state estimation of a stochastic nonlinear dynamic model of a
power system is its observability analysis. However, due to the model nonlinearity, the …

Joint topology identification and state estimation in unobservable distribution grids

HS Karimi, B Natarajan - IEEE Transactions on Smart Grid, 2021 - ieeexplore.ieee.org
Many distribution system operations (eg, state estimation, control, fault
detection/localization) rely on the assumption that the underlying topology is accurately …

Investigating the security of ev charging mobile applications as an attack surface

K Sarieddine, MA Sayed, S Torabi, R Atallah… - ACM Transactions on …, 2023 - dl.acm.org
The adoption rate of EVs has witnessed a significant increase in recent years driven by
multiple factors, chief among which is the increased flexibility and ease of access to …

Full-scale distribution system topology identification using Markov random field

J Zhao, L Li, Z Xu, X Wang, H Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The identification of the distribution system topology is the key concern in distribution system
state estimation and the precondition for its energy management. However, lacking sufficient …

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 …

Gridtopo-GAN for distribution system topology identification

H Wu, Z Xu, J Zhao, S Chai - IEEE Transactions on Industrial …, 2022 - ieeexplore.ieee.org
Due to the limited presence of monitoring and measurement devices, timely identification of
distribution grid topology has been challenging. Therefore, this article proposes a power grid …

Real-time topology estimation for active distribution system using graph-bank tracking Bayesian networks

Y Liu, P Ren, J Zhao, T Liu, Z Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Real-time topology estimation in distribution grid with high penetration of distributed energy
resources remains a challenging task due to the insufficient high-precision measurements …