Particle Swarm Optimization-Based SVM for Incipient Fault Classification of Power Transformers.
Tsair-Fwu LeeMing-Yuan ChoChin-Shiuh ShiehHong-Jen LeeFu-Min FangPublished in: ISMIS (2006)
Keyphrases
- support vector machine svm
- particle swarm optimization
- support vector
- support vector machine
- power transformers
- classification algorithm
- classification method
- svm classifier
- feature vectors
- svm classification
- image classification
- feature space
- machine learning
- classification accuracy
- training set
- fault diagnosis
- feature extraction
- decision trees
- pattern recognition
- generalization ability
- feature selection
- knn
- cost sensitive
- unsupervised learning
- multi objective
- fuzzy logic
- condition monitoring
- incipient fault
- training data
- genetic algorithm
- training samples
- fuzzy sets
- multi class classification
- multi class
- artificial intelligence