Detection of AC Arc Faults of Aviation Cables Based on H-I-W Three-Dimensional Features and CNN-LSTM Neural Network

Aiming at the difficulty in identifying subtle AC arcs in aviation cables, this paper proposes an arc fault detection method based on the combination of three-dimensional features and convolutional neural network-long short term memory (CNN-LSTM). Firstly, based on the SAE AS5692A standard, the vibr...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	Xiaolin Liu, Deshun Huang, Tao Jing, Yanan Zhang
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Subjects:	Aviation cable AC arc fault H-I-W three-dimensional feature CNN-LSTM neural network
Online Access:	https://ieeexplore.ieee.org/document/9895419/