A classification and prediction model with the sparrow search-probabilistic neural network algorithm for transformer fault diagnosis.
Ling HuLanlan YinFeng MoZhixun LiangZhong RuanYuting WangPublished in: Int. J. Sens. Networks (2024)
Keyphrases
- fault diagnosis
- prediction model
- probabilistic neural network
- bp neural network
- optimization algorithm
- neural network
- pattern recognition
- pattern classification
- unsupervised learning
- support vector machine svm
- learning algorithm
- exhaustive search
- expectation maximization
- regression model
- convergence rate
- feature vectors
- image processing
- input data
- classification accuracy
- k means
- hybrid algorithm
- expert systems
- rbf neural network
- particle swarm optimization algorithm
- clustering algorithm
- extracted features
- bp algorithm
- power transformers