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

XIE, Min (Principal Investigator / Project Coordinator)
Gaudoin, Olivier (Co-Investigator)

Department of Systems Engineering

Project: Research

61 RGC 21 - Publication in refereed journal
2 RGC 32 - Refereed conference paper (with host publication)

1 - 50 out of 63 results

2025
Adaptive State-of-Health Estimation for Lithium-ion Battery with Partially Unlabeled and Incomplete Charge Curves
Liu, X., Hu, Z., Mao, L. & Xie, M., Apr 2025, In: IEEE Transactions on Transportation Electrification. 11, 2, p. 6165-6176
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Link opens in a new tab Citations (Scopus)
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
8 Link opens in a new tab Citations (Scopus)
A Mimic-Filling Algorithm for Pairwise Model Discrimination of Censoring Lifetime Data
Meng, F., Yang, J. & Xie, M., Mar 2025, In: IEEE Transactions on Reliability. 74, 1, p. 2255-2264
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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50 Downloads (CityUHK Scholars)
Fast-Charging Protocols Design of Lithium-ion Battery: A Multiple-Objective Bayesian Optimization Perspective
Zhu, R., Peng, W., Yang, F. & Xie, M., Jun 2025, In: IEEE Transactions on Transportation Electrification. 11, 3, p. 8327-8338 12 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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68 Downloads (CityUHK Scholars)
FESD: Feature-Enhanced Structured-State-Space Diffusion Model for Battery SOH Prediction and Imputation
Wang, Q., Xie, M., Wang, R. & Mo, H., 2025, In: IEEE Transactions on Instrumentation and Measurement. 74, 13 p., 2544113.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus)
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
4 Link opens in a new tab Citations (Scopus)
Intensive Multi-order Feature Extraction for Incipient Fault Detection of Inverter System
Wang, M., Cheng, F., Xie, M., Qiu, G. & Zhang, J., Feb 2025, In: IEEE Transactions on Power Electronics. 40, 2, p. 3543-3552
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
7 Link opens in a new tab Citations (Scopus)
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
7 Link opens in a new tab Citations (Scopus)
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
14 Link opens in a new tab Citations (Scopus)
On the generalized N-critical shock model
Goyal, D. & Xie, M., 2025, In: Quality Technology & Quantitative Management. 22, 6, p. 1112-1131
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
3 Link opens in a new tab Citations (Scopus)
2024
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
9 Link opens in a new tab Citations (Scopus)
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
4 Link opens in a new tab Citations (Scopus)
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
5 Link opens in a new tab Citations (Scopus)
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
17 Link opens in a new tab Citations (Scopus)
A Semi-Supervised Failure Knowledge Graph Construction Method for Decision Support in Operations and Maintenance
Ding, Y., Li, H., Zhu, F., Wang, Z., Peng, W. & Xie, M., Mar 2024, In: IEEE Transactions on Industrial Informatics. 20, 3, p. 3104-3114
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
10 Link opens in a new tab Citations (Scopus)
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
14 Link opens in a new tab Citations (Scopus)
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
22 Link opens in a new tab Citations (Scopus)
Dynamic probability-density-dependent event-triggered L_∞ LFC for power systems subject to stochastic delays
Wu, Z., Zhang, A., Yu, T., Li, Y., Xiong, J. & Xie, M., Jan 2024, In: IEEE Transactions on Network Science and Engineering. 11, 1, p. 453-462
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
11 Link opens in a new tab Citations (Scopus)
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
14 Link opens in a new tab Citations (Scopus)
Extreme shock model with change point based on the Poisson process of shocks
Goyal, D. & Xie, M., Nov 2024, In: Applied Stochastic Models in Business and Industry. 40, 6, p. 1635-1650
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus)
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
6 Link opens in a new tab Citations (Scopus)
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
Reliability Evaluation of an Imprecise Multistate System With Mixed Uncertainty
Yang, L., Wang, C., Ling, C. & Xie, M., Mar 2024, In: IEEE Transactions on Reliability. 73, 1, p. 478-491 14 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
26 Link opens in a new tab Citations (Scopus)
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers
Liu, X., Wang, X., Xie, M. & Ye, Z., Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 2644-2652 9 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
9 Link opens in a new tab Citations (Scopus)
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

Open Access
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30 Link opens in a new tab Citations (Scopus)
Switching periodic event-triggered H_∞ control for NCSs and its application to UAVs
Wu, Z., Wang, Y., Xiong, J. & Xie, M., Apr 2024, In: IEEE Transactions on Vehicular Technology. 73, 4, p. 5078-5088
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
12 Link opens in a new tab Citations (Scopus)
Two-stage distributionally robust optimization for joint system design and maintenance scheduling in high-consequence systems
Zhang, H., Li, Y.-F., Xie, M. & Zhang, C., 2024, In: IISE Transactions. 56, 8, p. 793-810
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
9 Link opens in a new tab Citations (Scopus)
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
69 Link opens in a new tab Citations (Scopus)
Variational AutoEncoders-LSTM based fault detection of time-dependent high dimensional processes
Maged, A., Lui, C. F., Haridy, S. & Xie, M., 2024, In: International Journal of Production Research. 62, 4, p. 1092–1107 16 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
36 Link opens in a new tab Citations (Scopus)
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
2023
A global strategy based on deep learning for time-dependent optimal reliability design
Ling, C., Li, X. & Kuo, W., Nov 2023, In: Quality and Reliability Engineering International. 39, 7, p. 2937-2956 20 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
A novel modeling framework for a degrading system subject to hierarchical inspection and maintenance policy
Zhang, A., Liu, X., Wu, Z. & Xie, M., Aug 2023, In: Applied Mathematical Modelling. 120, p. 636-650
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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72 Downloads (CityUHK Scholars)
An Overview of Adaptive-Surrogate-Model-Assisted Methods for Reliability-Based Design Optimization
Ling, C., Kuo, W. & Xie, M., Sept 2023, In: IEEE Transactions on Reliability. 72, 3, p. 1243-1264
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
52 Link opens in a new tab Citations (Scopus)
A power model considering initial battery state for remaining useful life prediction of lithium-ion batteries
Meng, F., Yang, F., Yang, J. & Xie, M., Sept 2023, In: Reliability Engineering and System Safety. 237, 109361.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
36 Link opens in a new tab Citations (Scopus)
A Reinforced Noise Resistant Correlation Method for Bearing Condition Monitoring
Fan, W., Chen, Z., Li, Y., Zhu, F. & Xie, M., Apr 2023, In: IEEE Transactions on Automation Science and Engineering. 20, 2, p. 995-1006
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
23 Link opens in a new tab Citations (Scopus)
Attention-aware temporal–spatial graph neural network with multi-sensor information fusion for fault diagnosis
Wang, Z., Wu, Z., Li, X., Shao, H., Han, T. & Xie, M., 25 Oct 2023, In: Knowledge-Based Systems. 278, 110891.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
102 Link opens in a new tab Citations (Scopus)
Bayesian maximum entropy method for stochastic model updating using measurement data and statistical information
Wang, C., Yang, L., Xie, M., Valdebenito, M. & Beer, M., 1 Apr 2023, In: Mechanical Systems and Signal Processing. 188, 110012.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Capability-based remaining useful life prediction of machining tools considering non-geometry and tolerancing features with a hybrid model
Zhang, Y., Xie, M., He, Y. & Han, X., 2023, In: International Journal of Production Research. 61, 21, p. 7540–7556 17 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
9 Link opens in a new tab Citations (Scopus)
Capacity estimation of lithium-ion batteries based on data aggregation and feature fusion via graph neural network
Wang, Z., Yang, F., Xu, Q., Wang, Y., Yan, H. & Xie, M., 15 Apr 2023, In: Applied Energy. 336, 120808.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Dynamic event-triggered networked predictive control for discrete-time NCSs under deception attacks
Wu, Z., Wang, Z., Wang, Y., Xiong, J. & Xie, M., 10 Mar 2023, In: International Journal of Robust and Nonlinear Control. 33, 4, p. 2682-2702 21 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Improving the resilience of power grids against typhoons with data-driven spatial distributionally robust optimization
Yin, Z., Fang, C., Yang, H., Fang, Y. & Xie, M., May 2023, In: Risk Analysis. 43, 5, p. 979-993 15 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Inspection and maintenance optimization for heterogeneity units in redundant structure with Non-dominated Sorting Genetic Algorithm III
Zhang, A., Hao, S., Xie, M., Liu, Y. & Yu, H., Apr 2023, In: ISA Transactions. 135, p. 299-308
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Investigation of the compressed air energy storage (CAES) system utilizing systems-theoretic process analysis (STPA) towards safe and sustainable energy supply
Zhang, A., Yin, Z., Wu, Z., Xie, M., Liu, Y. & Yu, H., Apr 2023, In: Renewable Energy. 206, p. 1075-1085
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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146 Downloads (CityUHK Scholars)
Multitype Optimal Component Allocation of Multicomponent Systems Considering Fuzzy State
Lei, J., Ling, C., Xie, M. & Kuo, W., Jul 2023, In: IEEE Transactions on Fuzzy Systems. 31, 7, p. 2197-2209
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus)
Multivariate Time-Series Prediction in Industrial Processes via a Deep Hybrid Network under Data Uncertainty
Yao, Y., Yang, M., Wang, J. & Xie, M., Feb 2023, In: IEEE Transactions on Industrial Informatics. 19, 2, p. 1977-1987 11 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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293 Downloads (CityUHK Scholars)
Profile Abstract: An Optimization-based Subset Selection and Summarization Method for Profile Data Mining
Zhu, F., Feng, J., Xie, M., Li, L., Lei, J. & Lee, J., Sept 2023, In: IEEE Transactions on Industrial Informatics. 19, 9, p. 9337-9348
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Link opens in a new tab Citations (Scopus)
QoS-dependent Event-triggered Control for UAVs on Cognitive Radio Networks Subject to Deception Attacks
Wu, Z., Wang, Y., Zhang, A., Xiong, J. & Xie, M., Sept 2023, In: IEEE Transactions on Vehicular Technology. 72, 9, p. 11389-11400
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
15 Link opens in a new tab Citations (Scopus)
Recognition of abnormal patterns in industrial processes with variable window size via convolutional neural networks and AdaBoost
Maged, A. & Xie, M., Apr 2023, In: Journal of Intelligent Manufacturing. 34, 4, p. 1941–1963 23 p.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
28 Link opens in a new tab Citations (Scopus)
Robust Statistical Modeling of Heterogeneity for Repairable Systems Using Multivariate Gaussian Convolution Processes
Cui, D., Sun, Q. & Xie, M., Dec 2023, In: IEEE Transactions on Reliability. 72, 4, p. 1493-1506
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
5 Link opens in a new tab Citations (Scopus)
SEIR Model to address the impact of face masks amid COVID-19 pandemic
Maged, A., Ahmed, A., Haridy, S., Baker, A. W. & Xie, M., Jan 2023, In: Risk Analysis. 43, 1, p. 129–143
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
17 Link opens in a new tab Citations (Scopus)

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

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2025

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2023