Fault diagnosis of nonlinear and large-scale processes using novel modified kernel Fisher discriminant analysis approach.
Huaitao ShiJianchang LiuYuhou WuKe ZhangLixiu ZhangPeng XuePublished in: Int. J. Syst. Sci. (2016)
Keyphrases
- fault diagnosis
- monitoring and fault diagnosis
- kernel fisher discriminant analysis
- kernel principal component analysis
- neural network
- kernel pca
- fault detection
- expert systems
- bp neural network
- fault detection and diagnosis
- rbf neural network
- discriminant analysis
- fuzzy logic
- kernel methods
- condition monitoring
- power transformers
- gas turbine
- operating conditions
- multiple faults
- chemical process
- industrial processes
- electronic equipment
- rotating machinery
- multi sensor information fusion
- face recognition
- preprocessing
- analog circuits
- kernel matrix
- kernel function
- high dimensional
- pattern recognition
- feature extraction