DHDA_A-CL-main

Requirmenets:

• Python3.X
• Pytorch=>1.8
• Numpy
• Sklearn
• Pandas

Run:

• train_main -> test_main -> plot_main

Datasets

Download Datasets

IEEE PHM2012

• Citation: Patrick Nectoux, Rafael Gouriveau, Kamal Medjaher, Emmanuel Ramasso, Brigitte Morello, Nourredine Zerhouni, Christophe Varnier. PRONOSTIA: An Experimental Platform for Bearings Accelarated Life Test. IEEE International Conference on Prognostics and Health Management, Denver, CO, USA, 2012.
• This is a dataset that was used for the IEEE PHM 2012 Data Challenge. It used to be online at (http://www.femto-st.fr/en/Research-departments/AS2M/Research-groups/PHM/IEEE-PHM-2012-Data-challenge.php).

XJTU-SY

• Citation: LEI Yaguo, HAN Tianyu, WANG Biao, LI Naipeng, YAN Tao, YANG Jun. XJTU-SY Rolling Element Bearing Accelerated Life Test Datasets: A Tutorial. Journal of Mechanical Engineering, 2019, 55(16): 1-6. https://doi.org/10.3901/JME.2019.16.001
• It used to be online at (https://github.com/WangBiaoXJTU/xjtu-sy-bearing-datasets).