Voltage sag estimation in sparsely monitored power systems based on deep learning and system area mapping

H Liao, JV Milanović, M Rodrigues… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes a voltage sag estimation approach based on a deep convolutional
neural network. The proposed approach estimates the sag magnitude at unmonitored buses …

A deep learning method based on bidirectional wavenet for voltage sag state estimation via limited monitors in power system

Y Deng, L Wang, H Jia, X Zhang, X Tong - Energies, 2022 - mdpi.com
Voltage sag state estimation on the basis of a limited number of installed monitors is
essential to dividing the responsibility for the voltage sag and taking corresponding …

A Generic Severity Estimation Method for Lightning-caused Voltage Sags by Using Multiplatform Monitoring Data Mining

Y Wang, L Lei, W Hu, X Xiao - IEEE Transactions on Power …, 2024 - ieeexplore.ieee.org
Estimating the severity of lightning-caused voltage sag events lays the foundation of voltage
sag mitigation by differentiated lightning protection. Traditional methods require numerous …

Voltage sag state estimation using compressive sensing in power systems

J Blanco-Solano, JF Petit-Suárez… - 2019 IEEE Milan …, 2019 - ieeexplore.ieee.org
This paper presents a new formulation of the voltage sag state estimation problem based on
compressive sensing theory. The growing economic losses for voltage sags have led to a …

Voltage sag detection methods based on synchronized phasor measurements using rtds

MP Antunes, ID de Melo, JLR Pereira… - 2017 IEEE 26th …, 2017 - ieeexplore.ieee.org
This paper presents voltage sags detection methods based on PMU (Phasor Measurement
Unit) measurements. Voltage magnitude, phase angle jump, frequency deviation and RO …

Voltage sag state estimation based on l_1-norm minimization methods in radial electric power distribution system

J Blanco-Solano, N Kagan, CF Almeida… - Revista UIS …, 2018 - revistas.uis.edu.co
Los hundimientos de tensión tienen un alto impacto sobre la correcta operación de equipos
y en la continuidad de los procesos en el usuario final de energía eléctrica. Las pérdidas …

Voltage sag state estimation based on l_1-norm minimization methods in radial electric power distribution system

JB Solano, N Kagan, CF Almeida… - Revista UIS …, 2018 - dialnet.unirioja.es
Los hundimientos de tensión tienen un alto impacto sobre la correcta operación de equipos
y en la continuidad de los procesos en el usuario final de energía eléctrica. Las pérdidas …