Remaining Useful Life Prediction Method of Aero-Engines Based on LSTM

Author:

Duan Binghuan,Hao Yukai,Guo Yong

Publisher

Springer Nature Singapore

Reference16 articles.

1. Cai, G.Y., Gao, J., Miao, X.W.: Current situation and indexes of prognostics and health management system for aero-engines. Meas. Control. Technol. 35(4), 5–10 (2016)

2. Dong, D., Li, X.Y., Sun, F.Q.: Life prediction of jet engines based on LSTM-recurrent neural networks. In: Prognostics & System Health Management Conference (PHM-Harbin), pp. 1–6 (2017)

3. Wang, Y.Y., Zhang, Z.H., Qian, W.W., et al.: Research on aero engine fault prediction based on fuzzy clustering. J. Nanchang Hangkong Univ. (Nat. Sci.) 32(1), 23–28 (2018)

4. Wang, Y.S., Ma, Q.H., Zhu, Q., et al.: An intelligent approach for engine fault diagnosis based on Hilbert-Huang transform and support vector machine. Appl. Acoust. 75, 1–9 (2014)

5. Guo, Y., Yang, Y.: Equipment fault prediction based on grey rough set and BP neural network. Appl. Res. Comput. 34(9), 4–8 (2017)

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