Neural Network Based Fault Detection and Diagnosis System for Three-Phase Inverter in Variable Speed Drive with Induction Motor

Table 3

Performance table for ANN based fault detection and diagnosis system.

Target	Actual output												Performance%
States	Neural network												Simulation	Experiment
Normal	1	0	0	0	0	0	0	0	0	0	0	0	100%	100%
T1	0	1	0	0	0	0	0	0	0	0	0	0	100%	100%
T2	0	0	1	0	0	0	0	0	0	0	0	0	100%	100%
T3	0	0	0	1	0	0	0	0	0	0	0	0	100%	100%
T4	0	0	0	0	1	0	0	0	0	0	0	0	100%	100%
T5	0	0	0	0	0	1	0	0	0	0	0	0	100%	100%
T6	0	0	0	0	0	0	1	0	0	0	0	0	100%	100%
T1&T2	0	0	0	0	0	0	0	1	0	0	0	0	100%	100%
T1&T3	0	0	0	0	0	0	0	0	1	0	0	0	100%	100%
T2&T3	0	0	0	0	0	0	0	0	0	1	0	0	100%	100%
T4&T6	0	0	0	0	0	0	0	0	0	0	1	0	100%	100%
T5&T6	0	0	0	0	0	0	0	0	0	0	0	1	100%	100%