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Research

Dr Min Xia

Visiting Researcher

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  1. 2020
  2. Published

    Enhanced feature extraction method for motor fault diagnosis using low-quality vibration data from wireless sensor networks

    Shu, Q., Lu, S., Xia, M., Ding, J., Niu, J. & Liu, Y., 15/01/2020, In: Measurement Science and Technology. 31, 4, 17 p., 045016.

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

  3. 2019
  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 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

  6. Published

    Ieee Access Special Section Editorial: Key Technologies for Smart Factory of Industry 4.0

    Wan, J., Xia, M., Hong, J., Pang, Z., Jayaraman, B. & Shen, F., 20/02/2019, In: IEEE Access. 7, p. 17969-17974 6 p., 8643705.

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

  7. 2018
  8. Published

    Fog Computing for Energy-Aware Load Balancing and Scheduling in Smart Factory

    Wan, J., Chen, B., Wang, S., Xia, M., Li, D. & Liu, C., 1/10/2018, In: IEEE Transactions on Industrial Informatics. 14, 10, p. 4548-4556 9 p., 8323243.

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

  9. Published

    Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks

    Xia, M., Li, T., Xu, L., Liu, L. & De Silva, C. W., 1/02/2018, In: IEEE/ASME Transactions on Mechatronics. 23, 1, p. 101-110 10 p.

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

  10. 2017
  11. 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

  12. 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

  13. Published

    Remaining useful life prediction of rotating machinery using hierarchical deep neural network

    Xia, M., Li, T., Liu, L., Xu, L., Gao, S. & De Silva, C. W., 27/11/2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2778-2783 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

  14. 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

  15. Published

    Intelligent fault diagnosis approach with unsupervised feature learning by stacked denoising autoencoder

    Xia, M., Li, T., Liu, L., Xu, L. & de Silva, C. W., 7/09/2017, In: IET Science, Measurement and Technology. 11, 6, p. 687-695 9 p.

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

  16. 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

  17. 2016
  18. 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

  19. 2014
  20. 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

  21. 2011
  22. 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

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