Intelligent Prognostics and Health Management of Modular Systems

Project: Research

1 - 12 out of 12Page size: 20

Research Output

  1. 2025
  2. Published

    A variational Bayesian deep reinforcement learning approach for resilient post-disruption recovery of distribution grids

    Yin, Z., Fang, C., Fang, Y. & Xie, M., May 2025, In: Reliability Engineering and System Safety. 257, Part A, 110840.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  3. Published

    Joint optimization of condition-based production and maintenance with mutual production-deterioration dependencies

    Zhang, H., Wang, Z., Liu, X., Gaudoin, O. & Xie, M., Apr 2025, In: Reliability Engineering and System Safety. 256, 110679.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  4. Online published

    A failure knowledge graph learning framework for offshore wind turbines with incomplete knowledge

    Ding, Y., Zhu, F., Li, H., Parlikad, A. K. & Xie, M., Jun 2025, In: Renewable and Sustainable Energy Reviews. 215, 115561.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  5. Online published

    Knowledge embedded spatial–temporal graph convolutional networks for remaining useful life prediction

    Cai, X., Zhang, D., Yu, Y. & Xie, M., Jul 2025, In: Reliability Engineering and System Safety. 259, 110928.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  6. Online published

    Fast Charging Protocols Design of Lithium-ion Battery: A Multiple Objective Bayesian Optimization Perspective

    Zhu, R., Peng, W., Yang, F. & Xie, M., 7 Feb 2025, (Online published) In: IEEE Transactions on Transportation Electrification. 11 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  7. Online published

    On the generalized N-critical shock model

    Goyal, D. & Xie, M., 20 Jan 2025, (Online published) In: Quality Technology & Quantitative Management.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  8. 2024
  9. Online published

    Variational Bayesian Monte Carlo simulation for rare event assessment

    Lei, J., Ling, C., Xie, M. & Kuo, W., 28 Oct 2024, (Online published) In: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  10. Online published

    Modelling and monitoring multi-relational networks with ordinal information

    Wang, J., Lui, C. F. & Xie, M., 24 Oct 2024, (Online published) In: International Journal of Production Research.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  11. Published

    An Anomaly-Free Representation Learning Approach for Efficient Railway Foreign Object Detection

    Wang, T., Zhang, Z. & Xie, M., Oct 2024, In: IEEE Transactions on Industrial Informatics. 20, 10, p. 12125-12135 11 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  12. Online published

    Extreme shock model with change point based on the Poisson process of shocks

    Goyal, D. & Xie, M., 15 Jun 2024, (Online published) In: Applied Stochastic Models in Business and Industry.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  13. Published

    RUL prediction for two-phase degrading systems considering physical damage observations

    Cai, X., Li, N. & Xie, M., Apr 2024, In: Reliability Engineering and System Safety. 244, 109926.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 19
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  14. Published

    Uncertainty-aware deep learning for reliable health monitoring in safety-critical energy systems

    Yao, Y., Han, T., Yu, J. & Xie, M., 15 Mar 2024, In: Energy. 291, 130419.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 35
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