A Data-Driven Model for Bearing Remaining Useful Life Prediction with Multi-step Long Short-Term Memory Network

Author:

Zhao Zhen,Du Zehou,Yang Kaixuan,Sun Haoqin,Wei Jialong,Liu Yang

Publisher

Springer Nature Singapore

Reference19 articles.

1. Kacprzynski, G.J., Sarlashkar, A., Roemer, M.J., et al.: Predicting remaining life by fusing the physics of failure modeling with diagnostics. JOM: J. Miner. Metals Mater. Soc. TM 56(3), 29–35 (2004)

2. Liao, L.: Discovering prognostic features using genetic programming in remaining useful life prediction. IEEE Trans. Ind. Electron. 61(5), 2464–2472 (2013)

3. Wang, J., Gao, R.X., Yuan, Z., et al.: A joint particle filter and expectation maximization approach to machine condition prognosis. J. Intell. Manuf. 30, 1–17 (2017)

4. Kirubarajan, T.: Physically based diagnosis and prognosis of cracked rotor shafts. In: Proceedings of SPIE - The International Society for Optical Engineering, vol. 4733 (2002)

5. Chehade, A., Bonk, S., Liu, K.: Sensory-based failure threshold estimation for remaining useful life prediction. IEEE Trans. Rel. 66(3), 939–949 (2017)

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