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Journal of Sensors
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2020
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Article
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Tab 5
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Research Article
NPC Three-Level Inverter Open-Circuit Fault Diagnosis Based on Adaptive Electrical Period Partition and Random Forest
Table 5
Accuracy of fault identification for different models.
Diagnosis method
Case 1 accuracy rate
Case 2 accuracy rate
SVM
95.38%
95.91%
93.07%
95.65%
96.59%
97.28%
KNN
85.52%
87.98%
86.68%
87.56%
89.36%
91.28%
RF-proposed
99.21%
99.38%