bearing-fault-diagnosis-cnn

Siamese network for bearing fault diagnosis

This project is developed using tensorflow.

EPOCH: 100, ACCURACY: 99.47%

bearing fault data source: Case_Western_Reserve_University_Bearing_fault_data

Reference: Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning

【paper】https://ieeexplore.ieee.org/abstract/document/8793060

Step 1
【download or clone this github.】

step 2
【checkpoint file download:】

EPOCH: 100, TEST_ACCURACY: 99.47%

link：https://pan.baidu.com/s/1vvlgAXYEOsTuGFwTU9d7Bg
access code：sclx

Step 3
【data download】

link：https://pan.baidu.com/s/1wyKCrS_X_kCgV1lC5ibAYw
access code：tg6k