Partial Discharge Fault Diagnosis Based on Multi-Scale Dispersion Entropy and a Hypersphere Multiclass Support Vector Machine.
Haikun ShangFeng LiYingjie WuPublished in: Entropy (2019)
Keyphrases
- multi class
- fault diagnosis
- partial discharge
- support vector machine
- multiscale
- power transformers
- hyperplane
- failure diagnosis
- high voltage
- operating conditions
- expert systems
- neural network
- svm classifier
- support vector machine svm
- bp neural network
- fault detection
- binary classification
- condition monitoring
- support vector
- rbf neural network
- cost sensitive
- multiclass classification
- fuzzy logic
- feature selection
- pairwise
- training set
- perceptron algorithm
- kernel function
- training data
- machine learning
- feature vectors
- feature space
- genetic algorithm
- image segmentation
- radial basis function
- steady state
- power plant
- unsupervised learning
- data points
- multiresolution
- image processing
- decision making
- artificial intelligence