MbandWaveletNet

M-band Wavelet Network for Machine Anomaly Detection from a Frequency Perspective

This paper is pulished on Mechanical Systems and Signal Processing

if you want to use this code, please cite the paper:

Shang Z, Zhao Z, Yan R, et al. M-band wavelet network for machine anomaly detection from a frequency perspective[J]. Mechanical Systems and Signal Processing, 2024, 216: 111489.

@article{shang2024m, title={M-band wavelet network for machine anomaly detection from a frequency perspective}, author={Shang, Zuogang and Zhao, Zhibin and Yan, Ruqiang and Chen, Xuefeng}, journal={Mechanical Systems and Signal Processing}, volume={216}, pages={111489}, year={2024}, publisher={Elsevier} }

code structure

network structure: paper_model/FMBWN.py

train network: paper_model/mband_network.py

fast test this network: paper_model/Script_MbandWN.py