xiaoyinya / Bearing-Fault-Diagnosis-using-Transfer-Learning

迁移学习 + 数据集 但暂不知数据集具体来源细节

Transfer Learning for Fault Diagnosis

The detail of WDMAN can be find in the following paper.

A Deep Transfer Model With Wasserstein Distance Guided Multi-Adversarial Networks for Bearing Fault Diagnosis Under Different Working Conditions

The datasets used in this paper can be download by https://data.mendeley.com/datasets/ykbc8hntzx/1

or

https://drive.google.com/open?id=1D-6edhtnyQ13P5F9QBJIFblFJkiU3Uiq

"run_main_TAN.py" is the main program, you can run this text by:

python run_main_TAN.py

or you can change the paremeter and run:

python run_main_TAN.py --epoch 10000 learning_rate 0.001

Issues:

1. "Load failed" is a note, not a bug, you can run this code normally.
2. The "TypeError: can't pickle FlagValues" problem has been solved.

Bearing-Fault-Diagnosis-using-Transfer-Learning