Motor Fault Diagnosis using Vibration data

• This repository is kind of test report about training pattern of vibration data.
• Now I focus on detecting fault based on Unsupervised learning.
• Now updating.

Dataset

• Custom Vibration data
• 17.0khz sampling rate, collected for 40 minutes

Models

• TadGAN(https://github.com/arunppsg/TadGAN)
• AnoGAN(https://github.com/yjucho1/anoGAN) -> modified 2D to 1D
• MAD-GAN(https://github.com/Guillem96/madgan-pytorch) -> fix training bugs

Preprocessing