Research Article

Classification of Fault Severity in Induction Machine Systems Based on Temporal Convolutions and Recurrent Networks

Table 1

Classification of collected data from stator current sensor.

Slip/severity (Runb) (p.u.)00.0290.0590.088

0.053 (1420 rpm)A1A4A7A10
0.04 (1440 rpm)A2A5A8A11
0.027 (1460 rpm)A3A6A9A12