Fifty years of noise modeling and mitigation in power-line communications

T Bai, H Zhang, J Wang, C Xu… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Building on the ubiquity of electric power infrastructure, power line communications (PLC)
has been successfully used in diverse application scenarios, including the smart grid and in …

Transient fault detection and location in power distribution network: A review of current practices and challenges in Malaysia

SH Asman, NF Ab Aziz, UA Ungku Amirulddin… - Energies, 2021 - mdpi.com
An auto-restoration tool to minimize the impact of faults is one of the critical requirements in
a power distribution system. A fault-monitoring system is needed for practical remote …

Capacity-driven autoencoders for communications

NA Letizia, AM Tonello - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
The autoencoder concept has fostered the reinterpretation and the design of modern
communication systems. It consists of an encoder, a channel and a decoder block that …

Topology-based machine learning: Predicting power line communication quality in smart grids

F Marcuzzi, AM Tonello - IEEE Access, 2023 - ieeexplore.ieee.org
Smart Grids (SG) envision the exchange of both power and data, enabling system and
customers to generate and transfer energy in a more efficient and balanced way. Among the …

Two Decades of Research Progress in Resource Allocation for PLC Systems: From Core Concepts to Frontiers

YF Coutinho, Â Camponogara… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
In this paper, we review the current state-of-the-art of resource allocation for power line
communication systems. The study systematically presents the advancements achieved in …

Power line communication applied in a typical Brazilian urban power network

PS Sausen, A Sausen, M De Campos… - IEEE …, 2021 - ieeexplore.ieee.org
Smart Grids are composed of many features and new technologies which are gradually
incorporated to traditional electrical networks. Smart Metering is one of these new features, it …

Segmented generative networks: Data generation in the uniform probability space

NA Letizia, AM Tonello - IEEE Transactions on Neural …, 2020 - ieeexplore.ieee.org
Recent advancements in generative networks have shown that it is possible to produce real-
world-like data using deep neural networks. Some implicit probabilistic models that follow a …

Supervised fault detection in energy grids measuring electrical quantities in the PLC band

NA Letizia, AM Tonello - 2020 IEEE International Symposium …, 2020 - ieeexplore.ieee.org
Power line modems (PLMs) act as communication devices inside a power line network
(PLN). However, they can be exploited also as active sensors to monitor the status of the …

Web-based toolkit for performance simulation and analysis of power line communication networks

M Sanz, JI Moreno, G López, J Matanza, J Berrocal - Energies, 2021 - mdpi.com
AMIs (Advanced Metering Infrastructures) present an important role in Smart City
environments, especially from the point of view of distribution and customers, offering control …

Synthetic power line communications channel generation with autoencoders and gans

D Righini, NA Letizia, AM Tonello - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Power Line Communication (PLC) technologies have a relevant role in smart energy grids.
Channel modeling is important to assess their performance and enable the development of …