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Research

Dr Xiandong Ma

Senior Lecturer

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  1. Published

    Enhancing condition monitoring of distributed generation systems through optimal sensor selection

    Wang, Y., Ma, X. & Joyce, M., 2013, Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE. Piscataway, N.J.: IEEE, p. 7610-7616 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  2. Published

    Reducing sensor complexity for monitoring wind turbine performance using principal component analysis

    Wang, Y., Ma, X. & Joyce, M. J., 11/2016, In: Renewable Energy. 97, p. 444–456 13 p.

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

  3. Published

    Wind turbine fault detection and identification through PCA-based optimal variable selection

    Wang, Y., Ma, X. & Qian, P., 10/2018, In: IEEE Transactions on Sustainable Energy. 9, 4, p. 1627-1635 9 p.

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

  4. Published

    Digital power system simulators applied to protective relay testing

    Wu, J., Liang, Z., Ma, X. & Wang, H., 11/1993, In: Dianli Xitong Zidonghue/Automation of Electric Power Systems. 17, 11, p. 47-51 4 p.

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

  5. Published

    Kullback-Leibler divergence based wind turbine fault feature extraction

    Wu, Y. & Ma, X., 1/07/2019, 24th International Conference on Automation & Computing. IEEE, p. 507-512 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Alarms-related wind turbine fault detection based on kernel support vector machines

    Wu, Y. & Ma, X., 1/07/2019, In: The Journal of Engineering. 2019, 18, p. 4980 – 4985 6 p.

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

  7. Published

    Alarms-related wind turbine fault detection based on Kernel support vector machines

    Wu, Y. & Ma, X., 27/09/2018. 7 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  8. Published

    A hybrid LSTM-KLD approach to condition monitoring of operational wind turbines

    Wu, Y. & Ma, X., 31/01/2022, In: Renewable Energy. 181, p. 554-566 13 p.

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

  9. Published

    Long-Short Term Memory Based TALOS Wave Energy Converter Power Output Prediction with Numerical Modelling

    Wu, Y., Sheng, W., Taylor, C. J., Aggidis, G. & Ma, X., 19/06/2023, The 33rd International Ocean and Polar Engineering Conference, Ottawa, Canada, June 2023: ISOPE 2023. ISOPE, p. 657-662 6 p. ISOPE-I-23-095

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. 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

  11. Published

    Design, Optimization and Numerical Modelling of A Novel Floating Pendulum Wave Energy Converter with Tide Adaptation

    Yang, J., Zhang, D., Chen, Y., Liang, H., Tan, M., Li, W. & Ma, X., 10/2017, In: China Ocean Engineering. 31, 5, p. 578–588 11 p.

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

  12. Published

    Linear EMT for the detection of faults in metallic planar structures (DIF).

    Yin, W., Ma, X., Zysko, G. & Peyton, A. J., 09/2007. 7 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  13. Published

    Hyperspectral Imaging based Characterization and Identification of Sintered UO2 Fuel Pellets

    Zabalza, J., Parker, A., Bandala Sanchez, M., Murray, P., Marshall, S., Ma, X., Taylor, C. J. & Joyce, M., 6/11/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  14. Published

    Super Resolution Hyperspectral Imaging based Automated Inspection of Nuclear Fuel Pellets

    Zabalza, J., Parker, A., Bandala Sanchez, M., Murray, P., Marshall, S., Ma, X., Taylor, C. J. & Joyce, M., 7/11/2022. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  15. Published

    Abnormal vibration detection of wind turbine based on temporal convolution network and multivariate coefficient of variation

    Zhan, J., Wu, C., Ma, X., Yang, C., Miao, Q. & Wang, S., 15/07/2022, In: Mechanical Systems and Signal Processing. 174, 15 p., 109082.

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

  16. Published

    STGAT-MAD: Spatial-Temporal Graph Attention Network for Multivariate Time Series Anomaly Detection

    Zhan, J., Wang, S., Ma, X., Wu, C., Yang, C., Zeng, D. & Wang, S., 27/04/2022, (ICASSP 2022) 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, May 22-27, 2022, Singapore. IEEE, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  17. Published

    Condition monitoring of wind turbines based on spatial-temporal feature aggregation networks

    Zhan, J., Wu, C., Yang, C., Miao, Q., Wang, S. & Ma, X., 1/11/2022, In: Renewable Energy. 200, p. 751-766 16 p.

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

  18. E-pub ahead of print

    HFN: Heterogeneous feature network for multivariate time series anomaly detection

    Zhan, J., Wu, C., Yang, C., Miao, Q. & Ma, X., 30/06/2024, In: Information Sciences. 670, 15 p., 120626.

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

  19. Published

    Improved control of individual blade pitch for wind turbines

    Zhang, D., Cross, P., Ma, X. & Li, W., 15/08/2013, In: Sensors and Actuators A: Physical. 198, p. 8-14 7 p.

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

  20. Published

    Fault ride-through analysis and protection of a 2-MW DFIG tidal current turbine

    Zhang, D., Chen, Y., Yang, J., Tan, M., Ma, X. & Li, W., 1/09/2015, In: Marine Technology Society Journal . 49, 5, p. 49-57 9 p.

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

  21. Published

    Simultaneous fault detection and sensor selection for condition monitoring of wind turbines

    Zhang, W. & Ma, X., 12/04/2016, In: Energies. 9, 4, 15 p., 280.

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

  22. Published

    Effect of doubly fed induction generatortidal current turbines on stability of a distribution grid under unbalanced voltage conditions

    Zhang, D., Ma, X., Si, Y., Huang, C., Huang, B. & Li, W., 13/02/2017, In: Energies. 10, 2, 14 p., 212.

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

  23. Published

    Optimal algorithms for wavelet-based denoising in PD measurement.

    Zhou, C., Ma, X. & Kemp, I. J., 08/2003. 4 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper

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