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Research

Dr Min Xia

Visiting Researcher

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  1. 2022
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 2021
  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

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