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Research

Dr Min Xia

Visiting Researcher

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  1. 2024
  2. Published

    Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction

    Xia, J., Wang, S., Wang, X., Xia, M., Xie, K. & Cao, J., 1/01/2024, In: International Journal of Machine Learning and Cybernetics. 15, 1, p. 65-78 14 p.

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

  3. 2023
  4. Published

    Intelligent machine fault diagnosis with effective denoising using EEMD-ICA- FuzzyEn and CNN

    Zhou, H., Chen, W., Shen, C., Cheng, L. & Xia, M., 2/12/2023, In: International Journal of Production Research. 61, 23, p. 8252-8264 13 p.

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

  5. Published

    Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks

    Zhou, H., Chen, W., Cheng, L., Liu, J. & Xia, M., 30/11/2023, In: IEEE Transactions on Industrial Informatics. 19, 11, p. 10842-10852 11 p., 11.

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

  6. E-pub ahead of print

    Trustworthy and intelligent fault diagnosis with effective denoising and evidential stacked GRU neural network

    Zhou, H., Chen, W., Liu, J., Cheng, L. & Xia, M., 12/10/2023, (E-pub ahead of print) In: Journal of Intelligent Manufacturing.

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

  7. 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

  8. 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/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

    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/Magazine › Journal article › peer-review

  11. 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

  12. 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

  13. 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

  14. Published

    Variant-Depth Neural Networks for Deblurring Traffic Images in Intelligent Transportation Systems

    Wang, Q., Guo, C., Dai, H-N. & Xia, M., 1/06/2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 6, p. 5792-5802 11 p., 6.

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

  15. 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

  16. 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/Magazine › Journal article › peer-review

  17. Published

    Multistage laser shock improves surface structural properties of aluminum alloy

    Zhang, X., Xia, M., Zhang, C. & Hu, Y., 1/05/2023, In: International Journal of Mechanical Sciences. 245, 108101.

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

  18. 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/Magazine › Journal article › peer-review

  19. Published

    Real-time Quality Inspection of Motor Rotor Using Cost-effective Intelligent Edge System

    Zhu, Q., Lu, J., Wang, X., Wang, H., Lu, S., de Silva, C. W. & Xia, M., 15/04/2023, In: IEEE Internet of Things Journal. 10, 8, p. 7393-7404 12 p.

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

  20. Published

    Force enhanced wire laser additive manufacturing of aluminum and titanium alloys

    Zhao, Z., Xu, S., Liu, J., Zhang, X., Xia, M. & Hu, Y., 25/03/2023, In: Journal of Alloys and Compounds. 938, 12 p., 168617.

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

  21. Published

    Reliable and Intelligent Fault Diagnosis with Evidential VGG Neural Networks

    Zhou, H., Chen, W., Cheng, L., Williams, D., De Silva, C. W. & Xia, M., 7/03/2023, In: IEEE Transactions on Instrumentation and Measurement. 72, p. 1-12 12 p., 3508612.

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

  22. Published

    Laser shock peening enables 3D gradient metal structures: A case study on manufacturing self-armored hydrophobic surfaces

    Zhang, X., Liu, J., Xia, M. & Hu, Y., 28/02/2023, In: International Journal of Machine Tools and Manufacture. 185, 14 p., 103993.

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

  23. E-pub ahead of print

    Side-Milling-Force Model Considering Tool Runout and Workpiece Deformation

    Xie, M., Yu, X., Bao, W., Liu, C. & Xia, M., 15/02/2023, (E-pub ahead of print) In: Electronics (Switzerland). 12, 4, 16 p., 968.

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

  24. 2022
  25. Published

    Guest Editorial for Artificial Intelligence for Machine Fault Diagnosis Special Section

    Yan, R., Xia, M. & Wang, P., 31/12/2022, In: IEEE Open Journal of Instrumentation and Measurement. 1, p. 1-2 2 p.

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

  26. 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/Magazine › Journal article › peer-review

  27. Published

    Real-Time Defect Detection of Die Cast Rotor in EV Induction Motor Based on Circular Flux Sensing Coils

    Zhu, Q., Wang, X., Wang, H., Xia, M., Cao, W. & Lu, S., 30/11/2022, Advanced Sensors and Sensing Technologies for Electric Vehicles. Cao, W. & Lu, S. (eds.). AIP Publishing, p. 1-26 26 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  28. 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/Magazine › Journal article › peer-review

  29. 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

  30. 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

  31. 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

  32. 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/Magazine › Journal article › peer-review

  33. 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/Magazine › Journal article › peer-review

  34. 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

  35. Published

    Intelligent Process Monitoring of Laser-Induced Graphene Production with Deep Transfer Learning

    Xia, M., Shao, H., Huang, Z., Zhao, Z., Jiang, F. & Hu, Y., 27/06/2022, In: IEEE Transactions on Instrumentation and Measurement. 71, 9 p., 3516409.

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

  36. 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

  37. 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

  38. Published

    Modified Stacked Autoencoder Using Adaptive Morlet Wavelet for Intelligent Fault Diagnosis of Rotating Machinery

    Shao, H., Xia, M., Wan, J. & de Silva, C. W., 28/02/2022, In: IEEE ASME Trans Mechatron. 27, 1, p. 24-33 10 p.

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

  39. 2021
  40. Published

    Stray Flux-Based Rotation Angle Measurement for Bearing Fault Diagnosis in Variable-Speed BLDC Motors

    Wang, X., Lu, S., Cao, W., Xia, M., Chen, K., Ding, J. & Zhang, S., 31/12/2021, In: IEEE Transactions on Energy Conversion. 36, 4, p. 3156-3166 11 p.

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

  41. E-pub ahead of print

    Real-time Defect Detection of Die Cast Rotor in Induction Motor Based on Circular Flux Sensing Coils

    Zhu, Q., Wang, X., Wang, H., Xia, M., Lu, S., Liu, B., Li, G. & Cao, W., 20/12/2021, (E-pub ahead of print) In: IEEE Transactions on Industrial Informatics.

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

  42. Published

    Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning

    Xia, M., Shao, H., Williams, D., Lu, S., Shu, L. & de Silva, C. W., 30/11/2021, In: Reliability Engineering and System Safety. 215, 9 p., 107938.

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

  43. 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

  44. Published

    Fault diagnosis of a rotor-bearing system under variable rotating speeds using two-stage parameter transfer and infrared thermal images

    Shao, H., Li, W., Xia, M., Zhang, Y., Shen, C., Williams, D., Kennedy, A. & De Silva, C. W., 10/09/2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 11 p.

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

  45. 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

  46. Published

    Efficient Data Reduction at the Edge of Industrial Internet of Things for PMSM Bearing Fault Diagnosis

    Wang, X., Lu, S., Huang, W., Wanga, Q., Zhang, S. & Xia, M., 1/03/2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 12 p., 3508612.

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

  47. 2020
  48. Published

    Stable Autonomous Robotic Wheelchair Navigation in the Environment with Slope Way

    Wang, C., Xia, M. & Meng, MQ-H., 22/10/2020, In: IEEE Transactions on Vehicular Technology. 69, 10, p. 10759-10771 13 p.

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

  49. 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/Magazine › Journal article › peer-review

  50. Published

    Multi-scale deep intra-class transfer learning for bearing fault diagnosis

    Wang, X., Shen, C., Xia, M., Wang, D., Zhu, J. & Zhu, Z., 1/10/2020, In: Reliability Engineering and System Safety. 202, 15 p., 107050.

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

  51. 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

  52. 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 › Abstract › peer-review

  53. 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

  54. E-pub ahead of print

    Intelligent fault diagnosis of rotor-bearing system under varying working conditions with modified transfer CNN and thermal images

    Shao, H., Xia, M., Han, G., Zhang, Y. & Wan, J., 30/06/2020, (E-pub ahead of print) In: IEEE Transactions on Industrial Informatics.

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

  55. 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/Magazine › Journal article › peer-review

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