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 …

Topology and parameter identification of distribution network using smart meter and µPMU measurements

VL Srinivas, J Wu - IEEE Transactions on Instrumentation and …, 2022 - ieeexplore.ieee.org
Incomplete and inaccurate information of network topology and line parameters affects state
monitoring, analysis, and control of active distribution networks. To solve this issue, this …

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 …

Physics-informed graphical learning and Bayesian averaging for robust distribution state estimation

D Cao, J Zhao, W Hu, N Yu, J Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article proposes a robust topology change-aware distribution system state estimation
(DSSE) method based on a physics-informed graph neural network and Bayesian …

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] Power grid surveillance: Topology change detection system using power line communications

JH Fernandez, A Omri, R Di Pietro - … Journal of Electrical Power & Energy …, 2023 - Elsevier
This paper proposes an efficient channel impulse response (CIR)-based technique to detect
topology changes in the power grid. The features of the proposed approach include the …

A hybrid architecture for volt-var control in active distribution grids

R Haider, AM Annaswamy - Applied Energy, 2022 - Elsevier
Modern active distribution grids are characterized by the increasing penetration of
distributed energy resources (DERs). The proper coordination and scheduling of a large …

Topology tracking for active distribution networks

R Dutta, S Chakrabarti, A Sharma - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the integration of intermittent renewable energy sources in the distribution network, the
number of network reconfiguration events has increased significantly. In a medium voltage …

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 …

A data-driven topology and parameter joint estimation method in non-PMU distribution networks

X Wang, Y Zhao, Y Zhou - IEEE Transactions on Power …, 2023 - ieeexplore.ieee.org
For distribution networks, topology and line parameter information is the pre-requisite of
further functions such as network analysis, operation and control. To identify the topology or …