Detecting Helical Gearbox Defects from Raw Vibration Signal Using Convolutional Neural Networks.
Iulian LupeaMihaiela LupeaPublished in: Sensors (2023)
Keyphrases
- vibration signal
- convolutional neural networks
- condition monitoring
- fault diagnosis
- fault detection
- wavelet transform
- wavelet analysis
- denoising
- operating conditions
- morphological filters
- convolutional network
- median filter
- autoregressive
- frequency band
- high frequency
- neural network
- extracted features
- control strategy
- power spectrum
- classification accuracy
- multiresolution
- expert systems
- feature selection
- computer vision