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

Table 1

Types of faults on DC drive system.

Index	Description
0	Normal operation
1	Armature converter disconnection
2	Field converter disconnection
3	Armature converter short circuit
4	Field converter short circuit
5	Armature turns short-circuit
6	Field turns short-circuit
7	Ventilation system fault
8	Bearing lubrication fault
9	Armature current sensor fault
10	Field current sensor fault
11	Machine speed sensor fault