Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain.
Mohammed HakimAbdoulhadi A. Borhana OmranJawaid I. Inayat-HussainAli Najah AhmedHamdan AbdellatefAbdallah AbdellatifHassan Muwafaq GheniPublished in: Sensors (2022)
Keyphrases
- fault diagnosis
- lightweight
- frequency domain
- neural network
- monitoring and fault diagnosis
- spatial domain
- fourier domain
- fast fourier transform
- fourier transform
- bp neural network
- discrete fourier transform
- expert systems
- fuzzy logic
- fault detection and diagnosis
- fault detection
- low frequency
- power transformers
- feature extraction
- analog circuits
- electronic equipment
- rbf neural network
- gas turbine
- cross correlation
- operating conditions
- power spectrum
- rotating machinery
- multi sensor information fusion
- denoising
- condition monitoring
- filter bank
- subband
- chemical process
- bp algorithm
- back propagation
- multiresolution
- artificial neural networks
- multiscale
- image processing
- control system
- multiple faults
- power spectra
- machine learning