Learnable faster kernel-PCA for nonlinear fault detection: Deep autoencoder-based realization.
Zelin RenYuchen JiangXuebing YangYongqiang TangWensheng ZhangPublished in: J. Ind. Inf. Integr. (2024)
Keyphrases
- kernel pca
- fault detection
- kernel methods
- fault diagnosis
- kernel principal component analysis
- laplacian eigenmaps
- industrial processes
- principal component analysis
- fault identification
- feature space
- kernel function
- tennessee eastman
- face recognition
- spectral clustering
- input space
- fuel cell
- feature extraction
- dimensionality reduction
- kernel matrix
- robust fault detection
- support vector machine
- linear discriminant analysis
- image processing
- expert systems
- decision trees
- power plant
- knn