NewCodeAlg / DiffusionForFaultDiagnosis

MIT License
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The Source Code of A Novel Data Augmentation Method based on Denoising Diffusion Probabilistic Model for Fault Diagnosis Under Imbalanced Data (TII 2024)

Our model code has been uploaded. If you have any questions about the paper, please feel free to contact me.

The citation format of our paper is as follows:

[1] X. Yang, T. Ye, X. Yuan, W. Zhu, X. Mei and F. Zhou, "A Novel Data Augmentation Method Based on Denoising Diffusion Probabilistic Model for Fault Diagnosis Under Imbalanced Data," IEEE Transactions on Industrial Informatics, vol. 20, no. 5, pp. 7820-7831, May 2024, doi: 10.1109/TII.2024.3366991.