A physical knowledge-based extreme learning machine approach to fault diagnosis of rolling element bearing from small datasets.
Tianyu LiuLi KouLe YangWenhui FanCheng WuPublished in: UbiComp/ISWC Adjunct (2020)
Keyphrases
- monitoring and fault diagnosis
- fault diagnosis
- extreme learning machine
- expert systems
- neural network
- fault detection
- feed forward neural networks
- support vector regression
- fuzzy logic
- rbf neural network
- feedforward neural networks
- bp neural network
- operating conditions
- condition monitoring
- single layer
- hidden layer
- gaussian processes
- multilayer perceptron
- activation function
- chemical process
- artificial neural networks
- multi sensor information fusion