hxf1228 / hfn-current-fd

code for MST paper "Three-dimensional hybrid fusion networks for current-based bearing fault diagnosis"

3D-HFN for Current-based Bearing Fault Diagnosis

This repository contains source code for MST paper "Three-Dimensional Hybrid Fusion Networks for Current-based Bearing Fault Diagnosis".

Codes are run on Ubuntu 22.04 with an Nvidia RTX 2080 GPU.

Citation

If this project useful for your research, please cite the original journal paper with the following BibTex entry.

@article{10.1088/1361-6501/ad099b,
doi = {10.1088/1361-6501/ad099b},
url = {https://dx.doi.org/10.1088/1361-6501/ad099b},
year = {2023},
month = {nov},
publisher = {IOP Publishing},
volume = {35},
number = {2},
pages = {025126},
author = {Xufeng Huang and Tingli Xie and Jiexiang Hu and Qi Zhou},
title = {Three-dimensional hybrid fusion networks for current-based bearing fault diagnosis},
}