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Mathematical Problems in Engineering
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2023
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Article
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Tab 3
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Research Article
Abnormal Health Monitoring and Assessment of a Three-Phase Induction Motor Using a Supervised CNN-RNN-Based Machine Learning Algorithm
Table 3
Comparison of the accuracy of fault current with various methods.
Data
1.2% precision
1.9% precision
CRNN
CNN
RNN
ANN [
19
]
CRNN
CNN
RNN
ANN [
19
]
Single label
1.36
2.36
2.66
3.69
1.56
2.98
3.78
4.65
Multilabel
1.45
2.89
3.21
4.23
1.61
2.91
3.06
4.02