Classification of Photovoltaic Faults Using PSO-Optimized Compact Convolutional Transformer.
Ying-Yi HongLi-Fan ChenWeina ZhangPublished in: IEEE Access (2023)
Keyphrases
- fault diagnosis
- pattern recognition
- machine learning
- classification accuracy
- fuzzy logic
- fault detection
- feature extraction
- classification models
- feature vectors
- multi objective
- particle swarm optimizer
- support vector machine
- image classification
- classification method
- classification algorithm
- particle swarm optimization algorithm
- bp neural network
- particle swarm optimization pso
- genetic algorithm
- class labels
- particle swarm optimization
- control system
- training set
- feature space
- power system
- support vector machine svm
- text classification
- classification scheme
- support vector
- feature selection
- distribution network
- highly discriminative