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DSCRN: Deep Subclass Reconstruction Network

The source code is for the following paper which will be available soon!

Hui Yu, Kai Wang, Yan Li, Mengfan He. Deep Subclass Reconstruction Network for Fault Diagnosis of Rotating Machinery under Various Operating Conditions, Applied Soft Computing, 2021.

If you find this paper is useful, please cite our paper in your research work. Thanks.

If there are any questions about source code, please do not hesitate to contact Hui Yu (hui_yu_1130@163.com) or me (kai.wang@scu.edu.cn).

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How to use the code

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Dataset used in this Paper:

  1. Case Western Reserve University(CWRU) bearing dataset: http://csegroups.case.edu/bearingdatacenter/pages/download-data-file.


Source code: Reproduce the experimental results on CWRU dataset:


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DSCRN: Deep subclass reconstruction network

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