Advancements in Arc Fault Detection for Electrical Distribution Systems: A Comprehensive Review from Artificial Intelligence Perspective

K Thakur, D Dwivedi, K Babu, AM Parimi… - arXiv preprint arXiv …, 2023 - arxiv.org
This comprehensive review paper provides a thorough examination of current
advancements and research in the field of arc fault detection for electrical distribution …

Detection of Series Arcs in Low-Voltage AC Power Lines Using Load Side Voltage Sag and Waveform Similarity Comparison

K Wang, X Lin, F Wei, H Wei - IEEE Access, 2023 - ieeexplore.ieee.org
The similarity between arc fault current waveforms and nonlinear load currents can lead to
misjudgments in arc fault identification methods that rely on arc current. In response to this …

Application of back propagation neural network in complex diagnostics and forecasting loss of life of cellulose paper insulation in oil-immersed transformers

MK Ngwenyama, MN Gitau - Scientific Reports, 2024 - nature.com
Oil-immersed transformers are expensive equipment in the electrical system, and their
failure would lead to widespread blackouts and catastrophic economic losses. In this work …

Development of an in-situ current-carrying friction testing instrument and experimental analysis under the background of the Fourth Industrial Revolution

C Li, Z Ma, J Li, C Wang, H Zhao, L Ren - Mechanical Systems and Signal …, 2025 - Elsevier
In the context of the Fourth Industrial Revolution, the integration of various fields with artificial
intelligence will be accelerated, including in-situ testing instruments field. In this study, a …

Series alternating current arc fault detection method based on relative position matrix and deep convolutional neural network

W Dai, X Zhou, Z Sun, G Zhai - Engineering Applications of Artificial …, 2024 - Elsevier
The detection of series arc faults is crucial due to the potential safety hazards caused by
cable aging and breakage. This paper proposes an arc fault detection framework that …

Dynamics of the material ejection in a dipolar arc in continuous regime

A Hellé, R Hugon, F Brochard… - Journal of Physics D …, 2024 - iopscience.iop.org
Electrical and fast imaging measurements are performed on an experimental device
designed to study the dynamics of electric arcs in the DC regime. The work presented here …

Research on transformer based online condition monitoring method for IPM

S Tang, J Zhao, L Tan, J Yan - Measurement …, 2024 - pubishingsupport.iopscience.iop.org
Abstract The Intelligent Power Module (IPM) has the integrated packaging, leading to the
advantages of convenient use, safety and reliability. However, once it fails, it will cause the …

Series arc fault detection based on multi-domain depth feature association

N Qu, W Wei, C Hu, S Shi, H Zhang - Journal of Power Electronics, 2024 - Springer
In low voltage distribution systems, series arc fault current is small and hidden, and
traditional circuit protection devices cannot effectively identify it. To address this problem, a …

A Low voltage AC fault arc detection method based on multi-feature fusion

Z Li, Y Liu, Z Liang, Y Huang - Journal of …, 2024 - pubishingsupport.iopscience.iop.org
The complex electrical environment makes it difficult for most arc detectors on the market to
accurately detect faulty arcs. A universal fault arc detection method based on machine …

LLA: Line Loss Anomalies Detection of Substation Areas Based on BACC Dual-Channel

C Qi, X Peng, Y Wang, W Li, C Ren… - 2024 7th International …, 2024 - ieeexplore.ieee.org
Amidst the rapid advancement of the smart grid and expanding power system scale, line
losses have emerged as a critical concern. This paper introduces a dual-channel model for …