A Transfer-Based Convolutional Neural Network Model with Multi-Signal Fusion and Hyperparameter Optimization for Pump Fault Diagnosis.
Zhigang ZhangAimin TangTao ZhangPublished in: Sensors (2023)
Keyphrases
- fault diagnosis
- neural network model
- neural network
- bp neural network
- rbf neural network
- condition monitoring
- network architecture
- artificial neural networks
- expert systems
- fault detection
- fault detection and diagnosis
- multiple faults
- gas turbine
- electronic equipment
- fuzzy logic
- operating conditions
- chemical process
- optimization algorithm
- vibration signal
- analog circuits
- multilayer perceptron
- monitoring and fault diagnosis
- power transformers
- high frequency
- fault identification
- rotating machinery
- non stationary
- multi sensor information fusion
- data fusion
- self organizing maps
- genetic algorithm
- power plant
- soft computing
- back propagation
- computational intelligence