Transformer fault prediction based on particle swarm optimization and SVM.
Yan ZhangBide ZhangZichun PeiYan WangPublished in: ICDIP (2011)
Keyphrases
- particle swarm optimization
- support vector
- support vector machine svm
- pso algorithm
- particle swarm optimization algorithm
- support vector machine
- multi objective
- particle swarm optimization pso
- knn
- kernel function
- differential evolution
- particle swarm
- swarm intelligence
- multi class
- metaheuristic
- multi class svm
- convergence speed
- svm classifier
- training data
- feature vectors
- feature selection
- ant colony optimization
- svm classification
- global optimization
- hyperplane
- support vectors
- feature space
- ls svm
- power system
- fuzzy logic
- fault diagnosis
- machine learning
- training set
- classification accuracy
- classification algorithm
- decision trees
- maximum margin
- software quality
- distribution network
- decision function
- power transformers
- high voltage
- training samples