New Approaches for Reliability Analysis of Industrial Systems Subject to Multivariate Degradation

Project: Research

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Research Output

  1. 2025
  2. 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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  3. Published

    Image-based remaining useful life prediction through adaptation from simulation to experimental domain

    Wang, Z., Yang, L., Fang, X., Zhang, H. & Xie, M., Mar 2025, In: Reliability Engineering and System Safety. 255, 110668.

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

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  4. 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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  5. 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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  6. 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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  7. Published

    A Deep Quality Monitoring Network for Quality-Related Incipient Faults

    Wang, M., Xie, M., Wang, Y. & Chen, M., Jan 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 1, p. 1507-1517

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

    Scopus citations: 6
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  8. 2024
  9. Published

    A distribution-free change-point monitoring scheme in high-dimensional settings with application to industrial image surveillance

    Chakraborty, N., Lui, C. F. & Maged, A., Dec 2024, In: Communications in Statistics - Simulation and Computation. 53, 12, p. 5858-5874

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

    Scopus citations: 3
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  10. Online published

    Intensive Multi-order Feature Extraction for Incipient Fault Detection of Inverter System

    Wang, M., Cheng, F., Xie, M., Qiu, G. & Zhang, J., 29 Oct 2024, (Online published) In: IEEE Transactions on Power Electronics.

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

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  11. 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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  12. 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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  13. 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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  14. Published

    A novel image feature based self-supervised learning model for effective quality inspection in additive manufacturing

    Lui, C. F., Maged, A. & Xie, M., Oct 2024, In: Journal of Intelligent Manufacturing. 35, 7, p. 3543–3558 16 p.

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

    Scopus citations: 7
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  15. Published

    Adaptive Attention-Driven Few-Shot Learning for Robust Fault Diagnosis

    Wang, Z., Ding, Y., Han, T., Xu, Q., Yan, H. & Xie, M., 15 Aug 2024, In: IEEE Sensors Journal. 24, 16, p. 26034-26043

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

    Scopus citations: 3
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  16. Published

    Early battery lifetime prediction based on statistical health features and box-cox transformation

    Wang, Q., Xie, M. & Yang, F., 15 Aug 2024, In: Journal of Energy Storage. 96, 112594.

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

    Scopus citations: 5
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  17. Published

    Capacity Degradation Assessment of Lithium-Ion Battery Considering Coupling Effects of Calendar and Cycling Aging

    Liu, X., Hu, Z., Wang, X. & Xie, M., Jul 2024, In: IEEE Transactions on Automation Science and Engineering. 21, 3, p. 3052-3064 13 p.

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

    Scopus citations: 8
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  18. Published

    Iterative-learning-based tracking control of a two-wheeled mobile robot with model uncertainties and unknown periodic disturbances

    Yu, L., Xiong, J. & Xie, M., Jul 2024, In: Journal of the Franklin Institute. 361, 11, 106962.

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

    Scopus citations: 4
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  19. 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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  20. Published

    Bayesian Analysis of Lifetime Delayed Degradation Process for Destructive/Nondestructive Inspection

    Chen, S., Lu, Z., Hu, Q., Xie, M. & Yu, D., Jun 2024, In: IEEE Transactions on Reliability. 73, 2, p. 990-1004

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

    Scopus citations: 6
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  21. Online published

    A Mimic-Filling Algorithm for Pairwise Model Discrimination of Censoring Lifetime Data

    Meng, F., Yang, J. & Xie, M., 9 May 2024, (Online published) In: IEEE Transactions on Reliability.

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

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  22. 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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