Machinery Fault Diagnosis Based on Improved Algorithm of Support Vector Domain Description and SVMs.
Qiang WuChuanying JiaWenying ChenXiaoshuai DingPublished in: RAM (2008)
Keyphrases
- improved algorithm
- markov chain
- fault diagnosis
- support vector
- ls svm
- bp neural network
- neural network
- fault detection
- expert systems
- fuzzy logic
- generalization ability
- kernel function
- chemical process
- support vector machine svm
- monitoring and fault diagnosis
- feature selection
- operating conditions
- electronic equipment
- rbf neural network
- support vector machine
- condition monitoring
- analog circuits
- fault detection and diagnosis
- industrial systems
- multiple faults
- rotating machinery
- gas turbine
- multi sensor information fusion
- failure diagnosis
- power transformers
- training set
- electrical power systems
- feature space
- machine learning
- power plant
- fault detection and isolation
- radial basis function
- fault diagnostic