A deep neural network based on kernel function and auto-encoder for bearing fault diagnosis.
Fengtao WangBosen DunGang DengHongkun LiQingkai HanPublished in: I2MTC (2018)
Keyphrases
- kernel function
- fault diagnosis
- monitoring and fault diagnosis
- neural network
- support vector
- kernel methods
- feature space
- bit rate
- fault detection
- support vector machine
- fuzzy logic
- expert systems
- operating conditions
- bp neural network
- kernel matrix
- high dimensional
- electronic equipment
- condition monitoring
- multiple faults
- gas turbine
- fault detection and diagnosis
- power transformers
- chemical process
- rbf neural network
- feature set
- multi sensor information fusion
- rotating machinery
- kernel learning
- support vector regression
- analog circuits
- multiple kernel learning
- power plant
- radial basis function
- back propagation
- image processing
- real time
- knn
- multiscale