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 …

Grid surveillance and diagnostics using power line communications

Y Huo, G Prasad, L Atanackovic… - … on Power Line …, 2018 - ieeexplore.ieee.org
With an aging power distribution infrastructure, it becomes increasingly important for the next
generation smart grid to self-monitor its transmission lines. In this paper, we propose a road …

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 …

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 …

Cable health monitoring in distribution networks using power line communications

Y Huo, G Prasad, L Lampe… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Power Line Communication (PLC) harnesses the existing infrastructure of power lines for
data transmission. As one application, PLC is being used for monitoring and control in …

Fault diagnostics with legacy power line modems

G Prasad, Y Huo, L Lampe, A Mengi… - … Symposium on Power …, 2019 - ieeexplore.ieee.org
We evaluate the use of legacy power line modems (PLMs) for fault diagnostics, and in
particular, focus on short-circuit faults in underground power cables. Prior works have shown …

[HTML][HTML] Power Grid Renovation: A Comprehensive Review of Technical Challenges and Innovations for Medium Voltage Cable Replacement

A Rafati, H Mirshekali, HR Shaker, N Bayati - Smart Cities, 2024 - mdpi.com
Highlights What are the main findings? Transitioning from offline detection approaches to
condition-monitoring strategies is vital. Permanent cable monitoring enables utilities to …

Measurement aided training of machine learning techniques for fault detection using plc signals

Y Huo, G Prasad, L Lampe, VCM Leung… - … on Power Line …, 2021 - ieeexplore.ieee.org
The re-use of channel estimation performed by power line communication (PLC) modems
for monitoring of cable health conditions has recently been investigated in several works. In …

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 …

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 …