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Yu-Ying Ma

As seen in: MDPI
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Articles

An Anti-Noise Convolutional Neural Network for Bearing Fault Diagnosis Based on Multi-Channel Data

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By Wei-Tao Zhang, Lu Liu, Dan Cui, Yu-Ying Ma
| MDPI
4. Experiment Validation In the actual production process, the generation of noise is influenced by multiple factors. Even if a large number of noise samples are collected under different conditions, it is difficult to ensure that the samples in this dataset can represent all application scenarios in real life. However, it is feasible to collect vibration signals without noise under specific experimental conditions.
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