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Research

Dr Min Xia

Visiting Researcher

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  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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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 › Abstract › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-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/Magazine › Journal article › peer-review

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