Combination of independent component analysis and support vector machines for intelligent faults diagnosis of induction motors.
Achmad WidodoBo-Suk YangTian HanPublished in: Expert Syst. Appl. (2007)
Keyphrases
- independent component analysis
- fault detection and diagnosis
- fault diagnosis
- induction motor
- support vector
- fault detection
- independent components
- principal component analysis
- factor analysis
- blind source separation
- model based diagnosis
- signal processing
- support vector machine
- source separation
- natural gradient
- independent subspace analysis
- closed loop
- neural network
- power plant
- expert systems
- feature selection
- bp neural network
- principal components
- linear discriminant analysis
- kernel function
- support vector machine svm
- control system
- single channel
- pattern recognition
- feature extraction