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

Table 3

Fault classification performance.

Scenario	Proposed		Lemos et al. [10]
	FIR (%)	OIR (%)	FIR (%)	OIR (%)
3 faults	99.75	0.05	99.77	0.11
5 faults	99.71	0.05	98.65	0.23
7 faults	99.76	0.03	98.39	0.19
9 faults	95.12	0.05	94.39	0.14
11 faults	94.39	0.05	90.85	0.38