Xiaohan-Chen / bear_fault_diagnosis

Bearing fault diagnosis model based on MCNN-LSTM

bearing fault diagnosis

This is the official baseline of paper: Bearing fault diagnosis base on multi-scale CNN and LSTM model

Dataset: CWRU bearing data center. Put the .mat files in the ./data foler.

If you find this paper helpful, Welcome to cite it!

Chen, X., Zhang, B. & Gao, D. Bearing fault diagnosis base on multi-scale CNN and LSTM model. J Intell Manuf (2020). https://doi.org/10.1007/s10845-020-01600-2

See also

Deep Transfer Learning for Bearing Fault Diagnosis: A Systematic Review Since 2016. [paper] [code]