Vibration fault diagnosis of hydro-turbine generating unit based on rough 1-v-1 multiclass support vector machine.
Xiaoyuan ZhangJianzhong ZhouYaoyao HeYuchun WangBo LiuPublished in: ICNC (2010)
Keyphrases
- fault diagnosis
- multi class
- support vector machine
- expert systems
- bp neural network
- neural network
- fault detection
- fuzzy logic
- condition monitoring
- multi class classification
- binary classification
- multiclass problems
- feature vectors
- svm classifier
- cost sensitive
- multiple classes
- vibration signal
- support vector
- multiclass classification
- operating conditions
- steam turbine
- power plant
- machine learning
- rbf neural network
- monitoring and fault diagnosis
- feature selection
- chemical process
- error correcting output codes
- pairwise
- training set
- multi sensor information fusion
- rough sets
- support vector machine svm
- short term
- kernel methods
- binary classifiers
- feature space
- training data
- kernel function
- multiclass learning
- hyperplane