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Research

Dr Min Xia

Visiting Researcher

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  1. Published

    A dynamic model for the planetary bearings in a double planetary gear set

    Liu, J., Li, X. & Xia, M., 1/07/2023, In: Mechanical Systems and Signal Processing. 194, 23 p., 110257.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    A framework of design weakness detection through machine health monitoring for the evolutionary design optimization of multi-domain systems

    Xia, M. & De Silva, C. W., 15/10/2014, Proceedings of the 9th International Conference on Computer Science and Education, ICCCSE 2014. Institute of Electrical and Electronics Engineers Inc., p. 205-210 6 p. 6926455. (Proceedings of the 9th International Conference on Computer Science and Education, ICCCSE 2014).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    A hexagonal grid-based sampling planner for aquatic environmental monitoring using unmanned surface vehicles

    Li, T., Xia, M., Chen, J., Gao, S. & De Silva, C., 27/11/2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3683-3688 6 p. (2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017; vol. 2017-January).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  4. Published

    A Hybrid Computing Solution and Resource Scheduling Strategy for Edge Computing in Smart Manufacturing

    Li, X., Wan, J., Dai, H. N., Imran, M., Xia, M. & Celesti, A., 1/07/2019, In: IEEE Transactions on Industrial Informatics. 15, 7, p. 4225-4234 10 p., 8643392.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    A New Adversarial Domain Generalization Network Based on Class Boundary Feature Detection for Bearing Fault Diagnosis

    Li, J., Shen, C., Kong, L., Wang, D., Xia, M. & Zhu, Z., 19/04/2022, In: IEEE Transactions on Instrumentation and Measurement. 71, p. 1-9 9 p., 2506909.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. E-pub ahead of print

    A Novel Multiview Sampling-based Meta Self-Paced Learning Approach for Class-imbalanced Intelligent Fault Diagnosis

    Lyu, P., Zheng, P., Yu, W., Liu, C. & Xia, M., 13/10/2022, (E-pub ahead of print) In: IEEE Transactions on Instrumentation and Measurement. p. 1-1 1 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    A Stacked GRU-RNN-based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation

    Xia, M., Shao, H., Ma, X. & de Silva, C. W., 31/10/2021, In: IEEE Transactions on Industrial Informatics. 17, 10, p. 7050-7059 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    A Two-Stage Approach for the Remaining Useful Life Prediction of Bearings Using Deep Neural Networks

    Xia, M., Li, T., Shu, T., Wan, J., De Silva, C. W. & Wang, Z., 1/06/2019, In: IEEE Transactions on Industrial Informatics. 15, 6, p. 3703-3711 9 p., 8454498.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Advanced Vibration-Based Fault Diagnosis and Vibration Control Methods

    Song, X., Liu, J. & Xia, M., 6/09/2023, In: Sensors. 23, 18, 7704.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Adversarial domain-invariant generalization: a generic domain-regressive framework for bearing fault diagnosis under unseen conditions

    Chen, L., Li, Q., Shen, C., Zhu, J., Wang, D. & Xia, M., 31/03/2022, In: IEEE Transactions on Industrial Informatics. 18, 3, p. 1790-1800 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    An approach for bearing fault diagnosis based on PCA and multiple classifier fusion

    Xia, M., Kong, F. & Hu, F., 24/10/2011, Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011. IEEE, p. 321-325 5 p. 6030215. (Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011; vol. 1).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    An energy efficient adaptive sampling algorithm in a sensor network for automated water quality monitoring

    Shu, T., Xia, M., Chen, J. & De Silva, C., 5/11/2017, In: Sensors (Switzerland). 17, 11, 14 p., 2551.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Automated water quality survey and evaluation using an IoT platform with mobile sensor nodes

    Li, T., Xia, M., Chen, J., Zhao, Y. & de Silva, C., 1/08/2017, In: Sensors (Switzerland). 17, 8, 21 p., 1735.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Chatter Detection in Variable Cutting Depth Side Milling Using VMD and Vibration Characteristics Analysis

    Zhao, N., Su, Y., Wang, S., Xia, M. & Liu, C., 17/11/2022, In: Electronics (Switzerland). 11, 22, 10 p., 3779.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Closed-loop design evolution of engineering system using condition monitoring through internet of things and cloud computing

    Xia, M., Li, T., Zhang, Y. & De Silva, C. W., 4/06/2016, In: Computer Networks. 101, p. 5-18 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Cloud-Assisted Cyber-Physical Systems for the Implementation of Industry 4.0

    Wan, J. & Xia, M., 1/12/2017, In: Mobile Networks and Applications. 22, 6, p. 1157-1158 2 p.

    Research output: Contribution to Journal/Magazine › Editorial › peer-review

  17. Published

    CPIN: Comprehensive present-interest network for CTR prediction

    Hong, W., Xiong, Z., You, J., Wu, X. & Xia, M., 15/04/2021, In: Expert Systems with Applications. 168, 8 p., 114469.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Cross-Domain Augmentation Diagnosis: An Adversarial Domain-Augmented Generalization Method for Fault Diagnosis under Unseen Working Conditions

    Li, Q., Chen, L., Kong, L., Wang, D., Xia, M. & Shen, C., 30/06/2023, In: Reliability Engineering and System Safety. 234, 13 p., 109171.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory

    Wan, J., Yang, J., Wang, S., Li, D., Li, P. & Xia, M., 1/09/2020, In: IEEE Transactions on Industrial Informatics. 16, 9, p. 6059-6068 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Data-driven Process Parameter Optimisation for Laser Wire Metal Additive Manufacturing

    Roberts, M., Xia, M. & Kennedy, A., 10/10/2022, Proceedings of the 27th International Conference on Automation & Computing. IEEE, p. 1-6 6 p. 124

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Data-driven prognosis method using hybrid deep recurrent neural network

    Xia, M., Zheng, X., Imran, M. & Shoaib, M., 1/08/2020, In: Applied Soft Computing Journal. 93, 8 p., 106351.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Digital Twin-Driven Machine Condition Monitoring: A Literature Review

    Liu, H., Xia, M., Williams, D., Sun, J., Yan, H. & Xiao, X., 30/07/2022, In: Journal of Sensors. 2022, 13 p., 6129995.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Dynamic modeling and vibration analysis of a flexible gear transmission system

    Liu, J., Li, X., Pang, R. & Xia, M., 15/08/2023, In: Mechanical Systems and Signal Processing. 197, 21 p., 110367.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Edge Solution for Real-time Motor Fault Diagnosis Based on Efficient Convolutional Neural Network

    An, K., Lu, J., Zhu, Q., Wang, X., De Silva, C. W., Xia, M. & Lu, S., 31/05/2023, In: IEEE Transactions on Instrumentation and Measurement. 72, p. 1-12 12 p., 3516912.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Effects of defects on the transverse mechanical response of unidirectional fibre-reinforced polymers: DEM simulation and deep learning prediction

    Ding, X., Gu, Z., Hou, X., Xia, M., Ismail, Y. & Ye, J., 1/10/2023, In: Composite Structures. 321, 117301.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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