Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection
PyTorch code for paper: Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection
It is modified from https://github.com/podgorskiy/GPND.
Steps
setp1: download data on https://github.com/cathysiyu/Mechanical-datasets
step2: run SEUget.py to process the data
step3: run FGPAA.py
Citing
If you use this code in your research, please use the following BibTeX entry.
@ARTICLE{9016153,
author={J. {Wu} and Z. {Zhao} and C. {Sun} and R. {Yan} and X. {Chen}},
journal={IEEE Transactions on Industrial Informatics},
title={Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection},
year={2020},
volume={16},
number={12},
pages={7479-7488},}