Rule-based (heuristic) methods, histogram-based method, and hidden Markov model (HMM)
Berkeley dataset, Great Duck Island (GDI) dataset, NAMOS dataset
Accuracy, false positive, false negative
For diagnosing faults, heuristic rules are developed to detect abnormal sensor behavior based on sensor correlations. Anomaly sensor measurements are flagged as faults by leveraging this information