Research on predicting line loss rate in low voltage distribution network based on gradient boosting decision tree

M Yao, Y Zhu, J Li, H Wei, P He - Energies, 2019 - mdpi.com
Line loss rate plays an essential role in evaluating the economic operation of power
systems. However, in a low voltage (LV) distribution network, calculating line loss rate has …

基于残差双重注意机制网络的电力数据压缩与高精度重建

吴毓峰, 李富盛, 余涛, 潘振宁, 刘前进, 李捷… - 电网技术, 2021 - epjournal.csee.org.cn
5G 飞速发展与坚强智能电网深化建设的背景下, 针对电力系统数据存储能力与数据采集传输
能力不匹配的问题, 文章提出一种基于残差双重注意机制网络的电力数据压缩与高精度重建方法 …

Power data compression and high-precision reconstruction based on residual dual attention mechanism network

WU Yufeng, L Fusheng, YU Tao… - Power System …, 2021 - epjournal.csee.org.cn
Under the background of the rapid development of 5G and the gradual deepening of the
construction of a strong smart grid, in order to solve the problem of the mismatch between …

Multi-information fusion-based hierarchical power generation-side protection system

X Yin, Y Wang, J Qiao, W Xu, X Yin, L Jiang, W Xi - Energies, 2021 - mdpi.com
With renewable power sources and new topology structures being widely introduced into the
power system, the current local information-based power generation-side protection cannot …

Synergizing PMU data from multiple locations in Indian power grid-case study

MS Ballal, AR Kulkarni - IEEE Access, 2021 - ieeexplore.ieee.org
Synchrophasor technology improves power grid visibility by installing phasor measurement
units (PMUs) over a wide area in the power system. Big data received from PMUs contains …

Low‐loss image‐based compression for synchrophasor measurements

S Acharya, CL DeMarco - IET Generation, Transmission & …, 2020 - Wiley Online Library
Deployments of high‐sampling rate synchronised phasor measurement units (PMUs) are
growing rapidly throughout the world, and with the advent of microPMUs, spreading from …

Dynamic state estimation for multi-machine power system using WLS and EKF: A comparative study

P Kumar, M Karamta, A Markana - 2019 IEEE 16th India …, 2019 - ieeexplore.ieee.org
This paper presents the estimation of all states in an electric power system, using Weighted
least square (WLS) and Extended Kalman filter (EKF) algorithms. System parameter …

Data compression techniques for Phasor Measurement Unit (PMU) applications in smart transmission grid

M Ballal, A Kulkarni, H Suryawanshi - International Journal of …, 2020 - degruyter.com
Abstract The advances in Wide Area Measurement Systems (WAMS) and deployment of a
huge number of phasor measurement units (PMUs) in the grid are generating big data …

Advances in compression algorithms for PMU and Smart Meter data based on tensor decomposition

BS Guzmán, EB Espejo, P Korba… - Monitoring and Control of …, 2023 - Elsevier
Smart meters (SMs) and phasor measurement units (PMUs) are two of the most important
devices for the monitoring system in the smart grids, since with the sensed data it is possible …

[PDF][PDF] Introduction and Trends of Time-synchronized Measurement Devices to Advance Data-driven Smart Grid Monitoring

이결 - Journal of the Korean Society for Precision …, 2024 - jkspe.kspe.or.kr
The smart grid was initially developed to facilitate communication between operators of the
electric power system (such as power generation companies and transmission system …