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 …

Hierarchical convolutional neural networks for event classification on PMU measurements

M Pavlovski, M Alqudah, T Dokic, AA Hai… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Event classification is one of the central components of automated disturbance analysis
based on phasor measurement unit (PMU) measurements. Obtaining high-quality event …

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 …

DPMU-based multiple event detection in a microgrid considering measurement anomalies

S Som, R Dutta, A Gholami, AK Srivastava… - Applied Energy, 2022 - Elsevier
A microgrid may be subjected to various unexpected events, such as sudden tripping of a
generator/load, line outages due to faults, sudden switching of large capacitor banks, etc …

数据驱动的有源配电网运行态势智能感知方法

于淼, 闫旻睿, 万克厅, 齐冬莲 - 电力建设, 2024 - epjournal.csee.org.cn
态势感知是保障有源配电网安全, 可靠, 经济运行的重要方法. 随着近年来电力数据采集技术与大
数据技术的发展, 数据驱动的有源配电网态势感知得到了广泛的研究与应用 …

State-of-the-art in synchrophasor measurement technology applications in distribution networks and microgrids

F Aminifar, F Rahmatian, M Shahidehpour - IEEE Access, 2021 - ieeexplore.ieee.org
Although synchrophasor measurement technology (SMT) has become a somewhat mature
and operational tool used in transmission-level power networks, its use in active distribution …

Event-triggered distribution system state estimation: Sparse kalman filtering with reinforced coupling

A Akrami, H Mohsenian-Rad - IEEE Transactions on Smart Grid, 2023 - ieeexplore.ieee.org
A novel distribution system state estimation (DSSE) method is proposed for power
distribution networks with low-observablity, where the measurements come from only a few …

Deploying micro-PMUs with channel limit in reconfigurable distribution systems

GS Dua, B Tyagi, V Kumar - IEEE Systems Journal, 2021 - ieeexplore.ieee.org
In the presence of distributed energy resources (DERs), distribution networks (DNs) operate
in multiple configurations. Maintaining complete observability is essential for the monitoring …

Power Distribution Network Topology Detection Using Dual-Graph Structure Graph Neural Network Model

A Ebtia, M Ghafouri, M Debbabi… - … on Smart Grid, 2024 - ieeexplore.ieee.org
Topology detection (TD) in the context of power distribution networks (PDNs) is a
fundamental requirement for a wide range of applications, such as fault localization and load …