[HTML][HTML] A deep convolutional neural network for vibration-based health-monitoring of rotating machinery

P Ong, YK Tan, KH Lai, CK Sia - Decision Analytics Journal, 2023 - Elsevier
The gearbox is a critical component in the mechanical system, requiring vigilant monitoring
to prevent adverse consequences on safety and quality due to malfunction. Therefore, early …

Gearbox fault diagnosis based on gramian angular field and CSKD-ResNeXt

Y Liu, S Dou, Y Du, Z Wang - Electronics, 2023 - mdpi.com
For most rotating mechanical transmission systems, condition monitoring and fault diagnosis
of the gearbox are of great significance to avoid accidents and maintain stability in …

Weak Fault Feature Extraction and Enhancement of Autonomous Underwater Vehicle Thrusters Based on Artificial Rabbits Optimization and Variational Mode …

D Yu, M Zhang, F Yao, J Li - Journal of Marine Science and Engineering, 2024 - mdpi.com
Variational Mode Decomposition (VMD) has typically been used in weak fault feature
extraction in recent years. The problem analyzed in this study is weak fault feature extraction …