Advanced smart grid monitoring: Intelligent cable diagnostics using neural networks
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 …
paper, we present a technique for monitoring one such network asset, the underground …
Grid surveillance and diagnostics using power line communications
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 …
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
Recent works have shown the viability of reusing power line communication modems
present in the distribution network for cable diagnostics. By integrating machine learning …
present in the distribution network for cable diagnostics. By integrating machine learning …
Cable diagnostics with power line modems for smart grid monitoring
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 …
generation smart grid, which features the ability to consistently surveil and control the grid …
Cable health monitoring in distribution networks using power line communications
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 …
data transmission. As one application, PLC is being used for monitoring and control in …
Fault diagnostics with legacy power line modems
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 …
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
Highlights What are the main findings? Transitioning from offline detection approaches to
condition-monitoring strategies is vital. Permanent cable monitoring enables utilities 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
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 …
for monitoring of cable health conditions has recently been investigated in several works. In …
Power Line Communication and Sensing Using Time Series Forecasting
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 …
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 …
distribution systems. They are robust in adverse weather conditions and are an aesthetically …