Study on Complex Kernel Function and Parameter Optimization of SVM in Transformer Fault Diagnosis.
Liping QuYan MengHaohan ZhouPublished in: CSE/EUC/DCABES (2016)
Keyphrases
- fault diagnosis
- kernel function
- support vector
- parameter optimization
- support vector machine
- kernel methods
- power transformers
- neural network
- expert systems
- rbf neural network
- feature space
- support vector regression
- high dimensional
- feature selection
- machine learning
- bp neural network
- kernel parameters
- knowledge base
- fuzzy logic
- knn
- learning algorithm
- cross validation
- real time