A feature selection and ensemble learning based methodology for transformer fault diagnosis.
Shaowei RaoGuoping ZouShiyou YangSami BarmadaPublished in: Appl. Soft Comput. (2024)
Keyphrases
- fault diagnosis
- ensemble learning
- feature selection
- generalization ability
- bp neural network
- power transformers
- expert systems
- neural network
- fault detection
- ensemble methods
- ensemble classifier
- fuzzy logic
- random forest
- operating conditions
- base classifiers
- condition monitoring
- support vector
- concept drift
- multi sensor information fusion
- text categorization
- feature space
- machine learning
- power plant
- monitoring and fault diagnosis
- feature extraction
- incipient fault
- unlabeled data
- artificial intelligence
- data sets
- feature subset
- particle swarm optimization
- classification accuracy