This is the code for WaveletKernelNet. You can use our open source code library for Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study for model test.
The code library is available at https://github.com/ZhaoZhibin/DL-based-Intelligent-Diagnosis-Benchmark.
T. Li et al., "WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, doi: 10.1109/TSMC.2020.3048950.
or
@ARTICLE{WaveletKernelNet, author={T. {Li} and Z. {Zhao} and C. {Sun} and L. {Cheng} and X. {Chen} and R. {Yan} and R. X. {Gao}}, journal={IEEE Transactions on Systems, Man, and Cybernetics: Systems}, title={WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis}, year={2021}, volume={}, number={}, pages={1-11}, doi={10.1109/TSMC.2020.3048950}}
·tianfu.li@kust.edu.cn