Prediction of Bearing Remaining Useful Life Based on LSTM Network

Author:

Wang Xin,Guo Jiazheng,Wang Jian,Liu Changying,Du Chuang

Publisher

Springer International Publishing

Reference15 articles.

1. Talllan, T.E.: Weibull Distribution of Rolling Contact Fatigue Life and Deviations. ASLE Trans. 5, 183–196 (1962)

2. Zhang, F.S., Liu, T.T., Liu, J.T., Cui, F.K.: Research on bearing life prediction based on three parameters Weibull distribution. Adv. Mater. Res. 136, 162–166 (2010)

3. Yin, F.L., Wang, Y.S., Zhang. C.H,, Zhang, X.P.: An improved parameter estimation method for three-parameter weibull distribution in the life analysis of rolling bearing. Adv. Mater. Res. 569, 442–446 (2012)

4. Ben Ali, J., Chebel-Morello, B., Saidi, L., Malinowski, S., Fnaiech, F.: Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network. Mech. Syst. Signal Process. 56–57, 150–172 (2015)

5. Deng, S., Hua, L., Han, X.H., Huang. S.: Finite element analysis of fatigue life for deep groove ball bearing. Proc. Inst. Mech. Eng. Part L: J. Mater.: Design Appl. 227(1), 70–81 (2013)

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