The role of power line communications in the smart grid revisited: Applications, challenges, and research initiatives
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 …
is still the case, mainly because they present economic and technical natural advantages for …
Machine learning based physical-layer intrusion detection and location for the smart grid
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 …
continuous bidirectional information exchange between the consumer and the utilities. Data …
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 …
Evolution of machine learning in smart grids
TS Bomfim - 2020 IEEE 8th International Conference on Smart …, 2020 - ieeexplore.ieee.org
The objective of this work is to investigate the evolution of the application of ma-chine
learning (ML) in the area of smart grids. It presents an overview of research that used ML in …
learning (ML) in the area of smart grids. It presents an overview of research that used ML in …
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 …
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 …
Cable monitoring using broadband power line communication
L Benesl, P Mlynek, M Ptacek, V Vycital, J Misurec… - Sensors, 2022 - mdpi.com
Power line communication (PLC) is considered one of the possible communication
technologies for applications in the field of smart metering, smart substations, smart homes …
technologies for applications in the field of smart metering, smart substations, smart homes …
Validation of Machine Learning-Aided and Power Line Communication-Based Cable Monitoring Using Measurement Data
The implementation of power line communications (PLC) in smart electricity grids provides
us with exciting opportunities for real-time cable monitoring. In particular, effective fault …
us with exciting opportunities for real-time cable monitoring. In particular, effective fault …
Web-based toolkit for performance simulation and analysis of power line communication networks
AMIs (Advanced Metering Infrastructures) present an important role in Smart City
environments, especially from the point of view of distribution and customers, offering control …
environments, especially from the point of view of distribution and customers, offering control …
Performance Evaluation of Forward Error Correcting Codes for Design of Power Line Carrier Communication Modem.
C Mohanachandran, S Sumathi - Przeglad …, 2022 - search.ebscohost.com
English An analysis of three coding schemes, Reed-Solomon code, the Viterbi decoded
convolutional code and the concatenated Reed-Solomon-Convolutional code for power line …
convolutional code and the concatenated Reed-Solomon-Convolutional code for power line …