Machine Health Indicator Construction Framework for Failure Diagnostics and Prognostics

Author:

Atamuradov VepaORCID,Medjaher Kamal,Camci Fatih,Zerhouni Noureddine,Dersin Pierre,Lamoureux Benjamin

Publisher

Springer Science and Business Media LLC

Subject

Hardware and Architecture,Modeling and Simulation,Information Systems,Signal Processing,Theoretical Computer Science,Control and Systems Engineering

Reference50 articles.

1. Gouriveau, R., Medjaher, K., Zerhouni, N. (2016). From prognostics and health management to predictive maintenance. ISTE - Wiley.

2. Atamuradov, V., Medjaher, K., Dersin, P., Lamoureux, B., & Zerhouni, N. (2017). Prognostics and health management for maintenance practitioners – Review, implementation and tools evaluation. International Journal of Prognostics and Health Management, 8 (Special Issue on Railways & Mass Transportation) 060, pages: 31, ISSN 2153-2648.

3. Atamuradov, V., Medjaher K., Camci, F., Dersin, P., & Zerhouni, N. (2018). Railway point machine prognostics based on feature fusion and health state assessment. IEEE Transactions on Instrumentation and Measurement, Article in Press, https://doi.org/10.1109/TIM.2018.2869193.

4. Liu, D., Zhou, J., Liao, H., Peng, Y., & Peng, X. (2015). A health indicator extraction and optimization framework for lithium-ion battery degradation modeling and prognostics. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 45(6), 915–928.

5. Atamuradov, V., & Camci, F. (2017). Segmentation based feature evaluation and fusion for prognostics feature selection based on segment evaluation. The International Journal of Prognostics and Health Management, 8, 1–14.

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