Arc fault protections for aeronautic applications: A review identifying the effects, detection methods, current progress, limitations, future challenges, and research …
JR Riba, M Moreno-Eguilaz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Arc faults are serious discharges, damaging insulation systems, and triggering electrical
fires. This is a transversal topic, affecting from residential to aeronautic applications. Current …
fires. This is a transversal topic, affecting from residential to aeronautic applications. Current …
Analysis of signal processing techniques for high impedance fault detection in distribution systems
GN Lopes, VA Lacerda, JCM Vieira… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
High Impedance Faults (HIFs) occur by the contact between an energized conductor and a
high impedance surface. Due to the low fault current level, HIFs cannot be detected by …
high impedance surface. Due to the low fault current level, HIFs cannot be detected by …
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 …
On the use of artificial intelligence for high impedance fault detection and electrical safety
S Wang, P Dehghanian - IEEE Transactions on Industry …, 2020 - ieeexplore.ieee.org
Accidents caused by faults on overhead power lines have been more frequently reported
under extreme weather conditions and may strongly threaten the safety and stability of the …
under extreme weather conditions and may strongly threaten the safety and stability of the …
A novel method based on nonlinear auto-regression neural network and convolutional neural network for imbalanced fault diagnosis of rotating machinery
Q Zhou, Y Li, Y Tian, L Jiang - Measurement, 2020 - Elsevier
Although the diagnosis methods of rotating machinery based on convolutional neural
network (CNN) have achieved great success, they generally assume the number of normal …
network (CNN) have achieved great success, they generally assume the number of normal …
[HTML][HTML] High impedance fault detection and isolation in power distribution networks using support vector machines
This paper proposes an accurate High Impedance Fault (HIF) detection and isolation
scheme in a power distribution network. The proposed scheme utilizes the data available …
scheme in a power distribution network. The proposed scheme utilizes the data available …
High impedance fault detection based on harmonic energy variation via S-transform
GN Lopes, TS Menezes, GG Santos… - International Journal of …, 2022 - Elsevier
Abstract Successfully detecting High Impedance Faults (HIFs) is a challenge for distribution
systems' protection specialists due to the random behavior and low magnitude of the fault …
systems' protection specialists due to the random behavior and low magnitude of the fault …
Application of semantic segmentation in high-impedance fault diagnosis combined signal envelope and Hilbert marginal spectrum for resonant distribution networks
The diagnosis of high-impedance fault (HIF) is a critical challenge due to the presence of
faint signals that exhibit distortion and randomness. In this study, we propose a novel …
faint signals that exhibit distortion and randomness. In this study, we propose a novel …
High-impedance fault detection method based on stochastic resonance for a distribution network with strong background noise
X Wang, X Wei, J Gao, G Song… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
When a high-impedance fault (HIF) occurs in a distribution network, the fault current is very
weak and can be easily confused with capacitor switching (CS), load switching (LS) or …
weak and can be easily confused with capacitor switching (CS), load switching (LS) or …
High impedance fault detection based on Stockwell transform and third harmonic current phase angle
ÉM Lima, NSD Brito, BA de Souza - Electric Power Systems Research, 2019 - Elsevier
A new method for high impedance fault detection is proposed in this paper. Stockwell
transform is used to extract the third harmonic current phase angle, measured only at the …
transform is used to extract the third harmonic current phase angle, measured only at the …