Fault Diagnosis with Evolving Fuzzy Classifier Based on Clustering Algorithm and Drift Detection

Table 2

Fault detection performance.

Scenario	Proposed			Lemos et al. [10]
	POD (%)	POFA (%)	ACC (%)	POD (%)	POFA (%)	ACC (%)
3 faults	99.85	0.00	99.89	99.79	0.00	99.85
5 faults	99.68	0.00	99.72	98.39	0.00	98.66
7 faults	99.79	0.00	99.89	98.50	0.00	98.68
9 faults	99.82	0.03	99.93	99.77	0.00	99.79
11 faults	99.33	0.29	99.32	93.73	0.00	94.26