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Shock and Vibration
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2021
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Article
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Tab 4
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Research Article
Intelligent Fault Diagnosis of Bearing Based on Convolutional Neural Network and Bidirectional Long Short-Term Memory
Table 4
Dividing into 10 types of test diagnosis results.
Model
Average recognition rate (%)
Standard deviation
Calculation time (seconds)
CNN
97.72
0.0066
16.693
CNN-LSTM
97.88
0.0078
23.016
CNN-BLSTM
98.56
0.0054
27.268