Reproduce the models from paper 1

• Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

and paper 2

• Machine health monitoring using local feature-based gated recurrent unit networks

How to run?

Two model need install tensorflow-gpu (>=1.10.0) before you run. you can run two models by

python main_test.py

respectively in under two folders.

if you want to learn more about two model details, you can write your questions or browse my blog. I just reproduce two papers, and i am not the author.