Nonlinear Fault Detection of Batch Processes Using Functional Local Kernel Principal Component Analysis.
Fei HeZhiyan ZhangPublished in: IEEE Access (2020)
Keyphrases
- kernel principal component analysis
- fault detection
- industrial processes
- kernel pca
- discriminant analysis
- principal components
- preprocessing
- feature extraction
- fault diagnosis
- principal component analysis
- kernel function
- kernel methods
- face recognition
- feature space
- high dimensional
- tennessee eastman
- high dimensional feature space
- classification method
- fuel cell
- feature vectors
- gabor wavelets
- kernel matrix
- data mining
- power plant
- support vector machine svm
- linear discriminant analysis
- data points
- computer vision
- machine learning
- covariance matrix
- structured data
- subspace methods
- pattern recognition
- image processing