Research Article
Neural Network Based Fault Detection and Diagnosis System for Three-Phase Inverter in Variable Speed Drive with Induction Motor
Table 2
Comparison table between different methods.
| | Fault detection | Accuracy | Response time | Inverter type | | Technique | Single | Multiple |
| | Reference [6] | 100% | <80% | Slow | 3-phase | | Reference [7] | 100% | 90% | Fast | 3-phase | | Reference [8] | 100% | Not applicable | Medium | 3-phase | | Reference [9] | 100% | Not applicable | Fast | 3-phase | | Reference [10] | 95% | 95% | Medium | 3-phase | | Reference [12] | 100% | 95% | Slow | 3-phase | | Proposed method | 100% | 100% | Fast | 3-phase |
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