A Novel Fault Diagnosis Strategy for Diaphragm Pumps Based on Signal Demodulation and PCA-ResNet.
Fanguang MengZhiguo ShiYongxing SongPublished in: Sensors (2024)
Keyphrases
- fault diagnosis
- principal component analysis
- neural network
- fault detection
- expert systems
- fault detection and diagnosis
- bp neural network
- fuzzy logic
- operating conditions
- vibration signal
- rbf neural network
- failure diagnosis
- feature extraction
- multiple faults
- electronic equipment
- gas turbine
- analog circuits
- monitoring and fault diagnosis
- rotating machinery
- multi sensor information fusion
- condition monitoring
- face recognition
- independent component analysis
- power transformers
- high frequency
- non stationary
- fault tree
- industrial systems
- chemical process
- feature space
- fault identification
- fault diagnostic
- electrical power systems
- fault detection and isolation
- genetic algorithm
- decision making
- support vector
- artificial neural networks
- markov chain
- frequency domain
- mathematical model
- wavelet analysis