Fault Diagnosis of an Air-Conditioning System Using LS-SVM.
Mahendra KumarI. N. KarPublished in: PReMI (2009)
Keyphrases
- fault diagnosis
- ls svm
- rbf neural network
- least squares support vector machine
- bp neural network
- neural network
- expert systems
- least squares
- generalization ability
- fault detection
- cross validation
- monitoring and fault diagnosis
- variable selection
- fuzzy logic
- operating conditions
- prediction model
- support vector machine
- correlation coefficient
- chemical process
- improved algorithm
- input variables
- svm classifier
- radial basis function
- multi sensor information fusion
- support vector
- feature selection
- test set
- parameter estimation
- control system
- learning algorithm
- machine learning