Kernel Function and Parameters Optimization in KICA for Rolling Bearing Fault Diagnosis.
Lingli JiangBo ZengFrancis R. JordanAnhua ChenPublished in: J. Networks (2013)
Keyphrases
- monitoring and fault diagnosis
- fault diagnosis
- kernel function
- kernel parameters
- operating conditions
- optimal kernel
- kernel machines
- support vector
- fault detection
- kernel methods
- neural network
- expert systems
- bp neural network
- support vector machine
- feature space
- fuzzy logic
- optimization algorithm
- rbf neural network
- fault detection and diagnosis
- electronic equipment
- kernel learning
- chemical process
- kernel matrix
- analog circuits
- multi sensor information fusion
- high dimensional
- condition monitoring
- support vector regression
- rotating machinery
- multiscale
- image processing
- machine learning
- similarity measure
- real time
- feature vectors