Process Monitoring Based on Temporal Feature Agglomeration and Enhancement

Dear Editor, This letter proposes a process-monitoring method based on temporal feature agglomeration and enhancement, in which a novel feature extractor called contrastive feature extractor (CFE) extracts the temporal and relational features among process parameters. Then the feature representations are enhanced by maximizing the separation among different classes while minimizing the scatter within each class.