[HTML][HTML] Arc fault detection using artificial intelligence: Challenges and benefits
This systematic review aims to investigate recent developments in the area of arc fault
detection. The rising demand for electricity and concomitant expansion of energy systems …
detection. The rising demand for electricity and concomitant expansion of energy systems …
A comprehensive review on DC Microgrid protection schemes
The attractiveness towards the DC Microgrid is mounting rapidly due to self-sustained
arrangement that consist of distributed energy resources (DERs) which can also work in an …
arrangement that consist of distributed energy resources (DERs) which can also work in an …
Series arc fault detection based on random forest and deep neural network
J Jiang, W Li, Z Wen, Y Bie, H Schwarz… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Series arc is prone to cause fire accidents, but its occurrences induced by different load
types and connections make the detection challengeable. This paper proposes a series arc …
types and connections make the detection challengeable. This paper proposes a series arc …
A transformer neural network for AC series arc-fault detection
Detecting series arcing faults in the electrical networks of aircraft can help mitigate dramatic
consequences such as fires. Non-Artificial Intelligence algorithms often fail to generalise due …
consequences such as fires. Non-Artificial Intelligence algorithms often fail to generalise due …
Computer vision system for welding inspection of liquefied petroleum gas pressure vessels based on combined digital image processing and deep learning …
One of the most important operations during the manufacturing process of a pressure vessel
is welding. The result of this operation has a great impact on the vessel integrity; thus …
is welding. The result of this operation has a great impact on the vessel integrity; thus …
Series AC arc fault detection method based on high-frequency coupling sensor and convolution neural network
R Chu, P Schweitzer, R Zhang - Sensors, 2020 - mdpi.com
Arc faults induced by residential low-voltage distribution network lines are still one of the
main causes of residential fires. When a series arc fault occurs on the line, the value of the …
main causes of residential fires. When a series arc fault occurs on the line, the value of the …
Series arc fault detection using regular signals and time-series reconstruction
R Jiang, Y Zheng - IEEE Transactions on Industrial Electronics, 2022 - ieeexplore.ieee.org
This article investigates into signal regularity in ac series arc fault (SAF) detection. The
regularity can solve the vital problem that SAF current characteristics change or disappear in …
regularity can solve the vital problem that SAF current characteristics change or disappear in …
Developing deep neural network for damage detection of beam-like structures using dynamic response based on FE model and real healthy state
Abstract Fundamentally, Structural Health Monitoring (SHM) of mechanical systems is
essential to avoid their catastrophic failure. The first key contribution of this paper is …
essential to avoid their catastrophic failure. The first key contribution of this paper is …
A DC series arc fault detection method based on a lightweight convolutional neural network used in photovoltaic system
Y Wang, C Bai, X Qian, W Liu, C Zhu, L Ge - Energies, 2022 - mdpi.com
Although photovoltaic (PV) systems play an essential role in distributed generation systems,
they also suffer from serious safety concerns due to DC series arc faults. This paper …
they also suffer from serious safety concerns due to DC series arc faults. This paper …
AC Series Arc Fault Detection Based on RLC Arc Model and Convolutional Neural Network
R Jiang, Y Wang, X Gao, G Bao, Q Hong… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
AC series arc faults in the power system can lead to electrical fires. However, the
generalization performance of the determined detection method would be affected under …
generalization performance of the determined detection method would be affected under …