Impact of Deep Learning Optimizers and Hyperparameter Tuning on the Performance of Bearing Fault Diagnosis
Deep learning has recently resulted in remarkable performance improvements in machine fault diagnosis using only raw input vibration signals without signal preprocessing. However, research on machine fault diagnosis using deep learning has primarily focused on model architectures, even though optimi...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10141610/ |