A review on partial discharge diagnosis in cables: Theory, techniques, and trends

S Govindarajan, A Morales, JA Ardila-Rey… - Measurement, 2023 - Elsevier
Power cables, the most critical component of the power system, must be extremely reliable
in order to avoid revenue losses due to premature failure. The dielectric properties of cable …

Detection and location of aged cable segment in underground power distribution system using deep learning approach

Y Wu, P Zhang, G Lu - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Aged cable segments in underground power distribution systems will gradually develop into
severe faults. The location of aged cable segment is essential for ensuring system reliability …

[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 …

Cable diagnostics with power line modems for smart grid monitoring

Y Huo, G Prasad, L Atanackovic, L Lampe… - IEEE …, 2019 - ieeexplore.ieee.org
Remote monitoring of electrical cable conditions is an essential characteristic of the next-
generation smart grid, which features the ability to consistently surveil and control the grid …

Power line monitoring through data integrity analysis with Q-learning based data analysis network

R Maskeliūnas, R Pomarnacki, V Khang Huynh… - Remote Sensing, 2022 - mdpi.com
To monitor and handle big data obtained from electrical, electronic, electro-mechanical, and
other equipment linked to the power grid effectively and efficiently, it is important to monitor …

Power line communication and sensing using time series forecasting

Y Huo, G Prasad, L Lampe, V Leung - Sensors, 2022 - mdpi.com
Smart electrical grids rely on data communication to support their operation and on sensing
for diagnostics and maintenance. Usually, the roles of communication and sensing …

Spectral analysis of electricity demand using hilbert–huang transform

J Luque, D Anguita, F Pérez, R Denda - Sensors, 2020 - mdpi.com
The large amount of sensors in modern electrical networks poses a serious challenge in the
data processing side. For many years, spectral analysis has been one of the most used …

Advanced smart grid monitoring: Intelligent cable diagnostics using neural networks

Y Huo, G Prasad, L Lampe… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Monitoring and control of network constituents are integral aspects of the smart grid. In this
paper, we present a technique for monitoring one such network asset, the underground …

Inferring Power Grid Information with Power Line Communications: Review and Insights

JH Fernandez, A Jarouf, A Omri, R Di Pietro - arXiv preprint arXiv …, 2023 - arxiv.org
High-frequency signals were widely studied in the last decade to identify grid and channel
conditions in power lines. PLMs operating on the grid's physical layer are capable of …

Smart-grid monitoring: Enhanced machine learning for cable diagnostics

Y Huo, G Prasad, L Lampe… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Recent works have shown the viability of reusing power line communication modems
present in the distribution network for cable diagnostics. By integrating machine learning …