Sensor fault detection, isolation and reconstruction using nonlinear principal component analysis.
Mohamed Faouzi HarkatSalah DjelelNoureddine DoghmaneMohamed BenouaretPublished in: Int. J. Autom. Comput. (2007)
Keyphrases
- fault detection
- principal component analysis
- fault diagnosis
- industrial processes
- fault identification
- condition monitoring
- kernel pca
- principal components
- robust fault detection
- tennessee eastman
- kernel principal component analysis
- failure detection
- fault detection and diagnosis
- fuel cell
- face recognition
- fault isolation
- dimensionality reduction
- sensor networks
- fault localization
- independent component analysis
- power plant
- real time
- linear discriminant analysis
- low dimensional
- feature extraction
- decision support system
- fault detection and isolation
- fuzzy logic
- high resolution
- neural network