A feature space class balancing strategy-based fault classification method in solar photovoltaic modules.
Shizhen WuYaguang KongRuidong XuYunfei GuoZhangping ChenXiaoqing ZhengPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- classification method
- feature space
- test sample
- support vector machine
- knn
- solar energy
- support vector machine svm
- classification algorithm
- text classification
- training samples
- k nearest neighbor
- fault diagnosis
- classification scheme
- input space
- kernel principal component analysis
- feature vectors
- kernel function
- maximum power point tracking
- selected features
- neural network
- data points
- feature selection
- semi supervised learning
- dimensionality reduction
- multi class
- associative classification
- information extraction
- nearest neighbor rule
- classification accuracy