Bearing fault diagnosis via fusing small samples and training multi-state Siamese neural networks.
Chuanbo WenYipeng XueWeibo LiuGuochu ChenXiaohui LiuPublished in: Neurocomputing (2024)
Keyphrases
- fault diagnosis
- neural network
- monitoring and fault diagnosis
- small samples
- fault detection
- fuzzy logic
- expert systems
- electronic equipment
- bp neural network
- fault detection and diagnosis
- training algorithm
- training process
- gas turbine
- rbf neural network
- multiple faults
- analog circuits
- multi sensor information fusion
- condition monitoring
- power transformers
- operating conditions
- back propagation
- chemical process
- genetic algorithm
- machine learning
- real time
- feed forward neural networks
- power plant
- sample size
- upper bound
- evolutionary algorithm
- feature selection
- rotating machinery