Fault diagnosis of power transformer based on support vector machine with genetic algorithm.
Sheng-wei FeiXiao-bin ZhangPublished in: Expert Syst. Appl. (2009)
Keyphrases
- fault diagnosis
- power transformers
- genetic algorithm
- support vector machine
- fuzzy logic
- neural network
- expert systems
- fault detection
- bp neural network
- condition monitoring
- operating conditions
- fault detection and diagnosis
- monitoring and fault diagnosis
- rbf neural network
- support vector
- chemical process
- knn
- machine learning
- fault identification
- training data
- rotating machinery
- feature vectors
- multiple faults
- industrial systems
- support vector machine svm
- electronic equipment
- fault detection and isolation
- gas turbine
- analog circuits
- decision making
- support vector regression
- radial basis function
- fitness function
- electrical power systems
- artificial intelligence
- feature selection
- training set
- simulation model
- soft computing methods
- fault tree
- kernel function