Unsupervised Fault Detection With Deep One-Class Classification and Manifold Distribution Alignment.
Yifei DingMinping JiaYudong CaoXiaoan YanXiaoli ZhaoChi-Guhn LeePublished in: IEEE Trans. Ind. Informatics (2024)
Keyphrases
- fault detection
- manifold alignment
- fault diagnosis
- industrial processes
- fault identification
- condition monitoring
- tennessee eastman
- rotating machinery
- fault detection and diagnosis
- fuel cell
- novelty detection
- deep architectures
- failure detection
- robust fault detection
- fault localization
- supervised and unsupervised learning
- unsupervised learning
- power plant
- low dimensional
- fault detection and isolation
- constraint satisfaction
- expert systems
- high dimensional
- semi supervised
- fault isolation
- pattern recognition
- data analysis
- supervised learning
- steady state
- input output
- heuristic search
- manifold learning