An Improved Sensor Fault Diagnosis Scheme Based on TA-LSSVM and ECOC-SVM.
Xiaodan GuFang DengXin GaoRui ZhouPublished in: J. Syst. Sci. Complex. (2018)
Keyphrases
- fault diagnosis
- ls svm
- rbf neural network
- least squares support vector machine
- bp neural network
- generalization ability
- least squares
- expert systems
- fault detection
- support vector
- support vector machine
- neural network
- multi class
- chemical process
- monitoring and fault diagnosis
- fuzzy logic
- variable selection
- operating conditions
- improved algorithm
- radial basis function
- feature selection
- cross validation
- svm classifier
- condition monitoring
- prediction model
- correlation coefficient
- real time
- hyperparameters
- support vector machine svm
- pattern recognition
- artificial intelligence
- data mining
- multi sensor information fusion