Investigation on flow instrument fast fault detection based on LSSVM predictor.
Huaqiang ZhangXiaoyan ZhangShuo ZhangPublished in: ICNC (2010)
Keyphrases
- fault detection
- ls svm
- least squares support vector machine
- fault diagnosis
- least squares
- fault identification
- industrial processes
- tennessee eastman
- rbf neural network
- support vector machine
- variable selection
- structural svm
- fuel cell
- cross validation
- robust fault detection
- power plant
- prediction model
- neural network
- generalization ability
- input variables
- hyperparameters
- bp neural network
- correlation coefficient
- parameter estimation
- model selection
- expert systems
- improved algorithm
- radial basis function
- decision support system
- artificial neural networks
- pattern recognition
- support vector
- machine learning