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Mathematical Problems in Engineering
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2023
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Article
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Tab 4
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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 4
Comparison of reliability 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
1.12
2.33
2.99
4.12
1.03
2.94
3.66
4.63
Multilabel
1.23
2.64
3.33
5.12
1.16
2.98
3.89
4.88