Machinery Fault Diagnosis Using Least Squares Support Vector Machine.
Lingling ZhaoKuihe YangPublished in: ISNN (3) (2007)
Keyphrases
- fault diagnosis
- least squares support vector machine
- ls svm
- rbf neural network
- bp neural network
- neural network
- fault detection
- expert systems
- least squares
- operating conditions
- power transformers
- fault detection and diagnosis
- fuzzy logic
- gas turbine
- monitoring and fault diagnosis
- analog circuits
- artificial intelligence
- small sample
- electronic equipment
- variable selection
- statistical learning theory
- generalization ability
- improved algorithm
- prediction model
- cross validation
- optimization algorithm
- multiple faults
- feature selection
- data mining