[HTML][HTML] Power grid surveillance: Topology change detection system using power line communications

JH Fernandez, A Omri, R Di Pietro - … Journal of Electrical Power & Energy …, 2023 - Elsevier
This paper proposes an efficient channel impulse response (CIR)-based technique to detect
topology changes in the power grid. The features of the proposed approach include the …

TransLine: transfer learning for accurate and explainable power line anomaly detection with insufficient data

F Liu, W Zhang, I Atmosukarto, TW Low - CCF Transactions on Pervasive …, 2023 - Springer
Accurate and automatic power line anomaly detection is critical to the smart grid. However,
effective solutions are yet available due to the insufficiency of anomaly data. In this paper …

Fin: A smart grid and power line communication dataset

C Balada, S Ahmed, A Dengel, M Bondorf… - arXiv preprint arXiv …, 2022 - arxiv.org
The increasing complexity of low-voltage networks poses a growing challenge for the
reliable and fail-safe operation of electricity grids. The reasons for this include an …

Transline: Transfer learning for accurate power line anomaly detection with insufficient data

F Liu, TW Low, W Zhang… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Accurate and automatic power line anomaly detection is critical to smart grid. However,
effective solutions are yet available due to the insufficiency of anomaly data. In this paper …

Fühler‐im‐Netz: A smart grid and power line communication data set

C Balada, S Ahmed, A Dengel, M Bondorf… - IET Smart …, 2023 - Wiley Online Library
The increasing complexity of low‐voltage networks poses a growing challenge for the
reliable and fail‐safe operation of electricity grids. The reasons for this include an …

Comparison of SVM and LSTM for Power Line Communication State Information Forecasting Using Streamlit Framework

J Huo, C Zhang, C Lu - 2023 IEEE 14th International …, 2023 - ieeexplore.ieee.org
In order for normal operation, performance optimization, failure detection, and efficient
management of the Power Line Communication (PLC) system, accurate prediction of PLCSI …

Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids

C Balada, M Bondorf, S Ahmed, A Dengela… - arXiv preprint arXiv …, 2022 - arxiv.org
Electricity grids have become an essential part of daily life, even if they are often not noticed
in everyday life. We usually only become particularly aware of this dependence by the time …

Strengthening the Foundations of Power Line Communications: Physical Layer Methods to Enhance and Secure the Power Grid

JH Fernández - 2022 - search.proquest.com
Exploiting the physical properties of a transmission medium is an efficient way to provide
security services and enhance the efficiency of communications. This paradigm does not …

Power Asset Life Cycle Management System Based on Internet of Things Technology

H Xie - … on Cognitive based Information Processing and …, 2022 - Springer
In order to design the power asset life cycle management system, this paper will focus on the
Internet of Things technology to carry out relevant research, mainly discusses the key …