Fault diagnosis based on Fisher discriminant analysis and support vector machines.
Leo H. ChiangMark E. KotanchekArthur K. KordonPublished in: Comput. Chem. Eng. (2004)
Keyphrases
- fault diagnosis
- fisher discriminant analysis
- support vector
- discriminant analysis
- kernel trick
- expert systems
- linear discriminant analysis
- neural network
- factor analysis
- kernel function
- multiple kernel learning
- fault detection
- maximum margin
- fuzzy logic
- kernel methods
- chemical process
- rbf neural network
- operating conditions
- monitoring and fault diagnosis
- support vector machine
- dimensionality reduction methods
- principal component analysis
- classification accuracy
- bp neural network
- feature selection
- support vector regression
- binary classification
- svm classifier
- dimensionality reduction
- multi sensor information fusion
- natural images
- data mining