Equipment Health Indicator Learning Using Deep Reinforcement Learning

Author:

Zhang Chi,Gupta Chetan,Farahat Ahmed,Ristovski Kosta,Ghosh Dipanjan

Publisher

Springer International Publishing

Reference18 articles.

1. Ahmad, R., Kamaruddin, S.: An overview of time-based and condition-based maintenance in industrial application. CAIE 63(1), 135–149 (2012)

2. Susto, G.A., Schirru, A., Pampuri, S., McLoone, S., Beghi, A.: Machine learning for predictive maintenance: a multiple classifier approach. IINF 11(3), 812–820 (2015)

3. Zheng, S., Ristovski, K., Farahat, A., Gupta, C.: Long short-term memory network for remaining useful life estimation. In: IEEE PHM (2017)

4. Liu, K., Gebraeel, N.Z., Shi, J.: A data-level fusion model for developing composite health indices for degradation modeling and prognostic analysis. ASE 10, 652–664 (2013)

5. Saxena, A., et al.: Metrics for evaluating performance of prognostic techniques. In: IEEE PHM (2008)

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