The role of power line communications in the smart grid revisited: Applications, challenges, and research initiatives

G Lopez, J Matanza, D De La Vega, M Castro… - IEEE …, 2019 - ieeexplore.ieee.org
Power line communications (PLC) have been an active research area for many years and it
is still the case, mainly because they present economic and technical natural advantages for …

Concepts and methods to assess the dynamic thermal rating of underground power cables

D Enescu, P Colella, A Russo, RF Porumb, GC Seritan - Energies, 2021 - mdpi.com
With the increase in the electrical load and the progressive introduction of power generation
from intermittent renewable energy sources, the power line operating conditions are …

Machine Learning-Based Error Correction Codes and Communication Protocols for Power Line Communication: An Overview

TC Akinci, G Erdemir, AT Zengin, S Seker… - IEEE Access, 2023 - ieeexplore.ieee.org
This study endeavors to investigate the effectiveness of machine learning-based
methodologies in enhancing the performance and reliability of Power Line Communication …

Machine learning based physical-layer intrusion detection and location for the smart grid

G Prasad, Y Huo, L Lampe… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Security and privacy of smart grid communication data is crucial given the nature of the
continuous bidirectional information exchange between the consumer and the utilities. Data …

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 …

Condition Monitoring of Underground Power Cables Via Power-Line Modems and Anomaly Detection

M Yeganejou, T Ryan, M Reshadi… - … on Power Delivery, 2023 - ieeexplore.ieee.org
Underground power cables are a widely-deployed class of assets in electric power
distribution systems. They are robust in adverse weather conditions and are an aesthetically …

Automated deep learning system for power line inspection image analysis and processing: Architecture and design issues

D Li, X Wang, J Zhang, Z Ji - Global Energy Interconnection, 2023 - Elsevier
The continuous growth in the scale of unmanned aerial vehicle (UAV) applications in
transmission line inspection has resulted in a corresponding increase in the demand for …

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 …

Assessment of MV XLPE cable aging state based on PSO-XGBoost algorithm

Q Pan, C Zhang, X Wei, A Wan, Z Wei - Electric Power Systems Research, 2023 - Elsevier
Cable aging is one of the main security risks to power systems. With the widely used cables
in power systems, the accurate assessment of cable aging status is increasingly important …

Power Line Communication and Sensing Using Time Series Forecasting

Y Huo, G Prasad, L Lampe, V Leung - arXiv preprint arXiv:2110.10219, 2021 - arxiv.org
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 …