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Dr Min Xia

Visiting Researcher

  1. 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/MagazineJournal articlepeer-review

  2. Published

    Exploring Equipment Electrocardiogram Mechanism for Performance Degradation Monitoring in Smart Manufacturing

    Chen, B., Wan, J., Xia, M. & Zhang, Y., 1/10/2020, In: IEEE/ASME Transactions on Mechatronics. 25, 5, p. 2276-2286 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. 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/MagazineJournal articlepeer-review

  4. Published

    Wind Turbine Blade Icing Diagnosis Using Convolutional LSTM-GRU With Improved African Vultures Optimization

    Chen, W., Zhou, H., Cheng, L. & Xia, M., 30/11/2022, In: IEEE Open Journal of Instrumentation and Measurement. 1, p. 1-9 9 p., 3500809.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Noise-Boosted Convolutional Neural Network for Edge-based Motor Fault Diagnosis with Limited Samples

    Chen, L., An, K., Huang, D., Wang, X., Xia, M. & Lu, S., 30/09/2023, In: IEEE Transactions on Industrial Informatics. 19, 9, p. 9491-9502 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Prediction of regional wind power generation using a multi-objective optimized deep learning model with temporal pattern attention

    Chen, W., Zhou, H., Cheng, L. & Xia, M., 1/09/2023, In: Energy. 278, Part B, 127942.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Modelling Composite Failure through Machine Learning

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 1/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN Abstractpeer-review

  8. Published

    Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN)

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 15/12/2022, In: Composite Structures. 302, 13 p., 116248.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. 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/MagazineJournal articlepeer-review

  10. Published

    Wire-feed laser additive manufacturing of dissimilar metals via dual molten pool interface interlocking mechanism

    He, Y., Zhang, X. H., Zhao, Z., Xu, S. H., Xia, M., Zhang, C. & Hu, Y. W., 30/04/2023, In: Science China Technological Sciences. 66, 4, p. 976-986 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. 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/MagazineJournal articlepeer-review

  12. E-pub ahead of print

    Physics-Informed Machine Learning for Accurate Prediction of Temperature and Melt Pool Dimension in Metal Additive Manufacturing

    Jiang, F., Xia, M. & Hu, Y., 8/05/2023, (E-pub ahead of print) In: 3D Printing and Additive Manufacturing.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. 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/MagazineJournal articlepeer-review

  14. 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/ISSNConference contribution/Paperpeer-review

  15. 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/MagazineJournal articlepeer-review

  16. Published

    Information-Based Hierarchical Planning for a Mobile Sensing Network in Environmental Mapping

    Li, T., Tong, K., Xia, M., Li, B. & De Silva, C. W., 1/06/2020, In: IEEE Systems Journal. 14, 2, p. 1692-1703 12 p., 8844270.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. 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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-review

  19. Published

    Suspended water droplet confined laser shock processing at elevated temperatures

    Liu, J., Zhang, X., He, Y., Zhao, Z., Xia, M. & Hu, Y., 31/08/2022, In: International Journal of Machine Tools and Manufacture. 179, 13 p., 103917.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Ultrahigh strain rate-activated superplastic forming of aluminum and gold nanometals

    Liu, J., He, Y., Xia, M. & Hu, Y., 30/09/2022, In: Materials and Design. 221, 13 p., 110910.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. 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/MagazineJournal articlepeer-review

  22. 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/MagazineJournal articlepeer-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/MagazineJournal articlepeer-review

  24. 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/MagazineJournal articlepeer-review

  25. 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/ISSNConference contribution/Paperpeer-review

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