Learning distribution grid topologies: A tutorial
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 …
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 …
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 …
detection/localization) rely on the assumption that the underlying topology is accurately …
Physics-informed graphical learning and Bayesian averaging for robust distribution state estimation
This article proposes a robust topology change-aware distribution system state estimation
(DSSE) method based on a physics-informed graph neural network and Bayesian …
(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 …
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
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 …
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 …
distributed energy resources (DERs). The proper coordination and scheduling of a large …
Topology tracking for active distribution networks
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 …
number of network reconfiguration events has increased significantly. In a medium voltage …
Gridtopo-GAN for distribution system topology identification
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 …
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 …
further functions such as network analysis, operation and control. To identify the topology or …