Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation.
Yingshui TanBaihong JinQiushi CuiXiangyu YueAlberto L. Sangiovanni-VincentelliPublished in: CoRR (2020)
Keyphrases
- cross validation
- fault detection
- model selection
- industrial processes
- fault identification
- fault diagnosis
- cross validated
- variable selection
- support vector
- hyperparameters
- generalization error
- fuel cell
- condition monitoring
- fault localization
- failure detection
- tennessee eastman
- fault detection and diagnosis
- training set
- robust fault detection
- error estimates
- unseen data
- nearest neighbor classifiers
- regularization parameter
- information criterion
- nearest neighbor
- search space
- decision trees
- data sets