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Dr Xiandong Ma

Senior Lecturer

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  1. 2022
  2. Published

    Advanced Machine Learning Approach of Power Flow Optimization in Community Microgrid

    Aldahmashi, J. & Ma, X., 10/10/2022, Proceedings of the 27th International Conference on Automation & Computing (ICAC2022). IEEE, 6 p.

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

  3. 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

  4. Published

    Dual Isolated Multilevel Modular Inverter with Novel Switching and Voltage Stress Suppression

    Alotaibi, S., Ma, X. & Darwish, A., 9/07/2022, In: Energies. 15, 14, 18 p., 5025.

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

  5. Published

    Time‐Domain Implementation and Analyses of Multi‐Motion Modes of Floating Structures

    Sheng, W., Tapoglou, E., Ma, X., Taylor, C. J., Dorrell, R. M., Parsons, D. R. & Aggidis, G., 13/05/2022, In: Journal of Marine Science and Engineering (JMSE). 10 , 5, 24 p., 662.

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

  6. 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

  7. Published

    Hydrodynamic studies of floating structures: Comparison of wave-structure interaction modelling

    Sheng, W., Tapoglou, E., Ma, X., Taylor, C. J., Dorrell, R. M., Parsons, D. R. & Aggidis, G., 1/04/2022, In: Ocean Engineering. 249, 16 p., 110878.

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

  8. Published

    A Stacked Machine and Deep Learning-based Approach for Analysing Electricity Theft in Smart Grids

    Khan, I. U., Javeid, N., Taylor, C. J., Gamage, K. & Ma, X., 1/03/2022, In: IEEE Transactions on Smart Grid. 13, 2, p. 1633-1644 12 p.

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

  9. 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

  10. 2021
  11. Published

    Machine Learning for Photovoltaic Systems Condition Monitoring: A Review

    Berghout, T., Benbouzid, M., Ma, X., Durovic, S. & Mouss, L-H., 15/11/2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 5 p.

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

  12. Published

    Non-linear supertwisting speed control PMSG based Higher Order Sliding Mode Control

    Ayub, M. & Ma, X., 15/11/2021, 2021 26th International Conference on Automation and Computing (ICAC). IEEE, 6 p.

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

  13. 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

  14. Published

    Machine Learning-Based Condition Monitoring for PV Systems: State of the Art and Future Prospects

    Berghout, T., Benbouzid, M., Bentrcia, T., Ma, X., Djurović, S. & Mouss, L-H., 3/10/2021, In: Energies. 14, 19, 25 p., 6316.

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

  15. Published

    A New Four-Quadrant Inverter Based on Dual-Winding Isolated Cuk Converters for Railway and Renewable Energy Applications

    Alotaibi, S., Darwish, A., Ma, X. & Williams, B. W., 22/09/2021, The 10th International Conference on Power Electronics, Machines and Drives (PEMD 2020). IET, 6 p.

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

  16. Published

    Intelligent Condition Monitoring of Wind Power Systems: State of the Art Review

    Benbouzid, M., Berghout, T., Sarma, N., Djurović, S., Wu, Y. & Ma, X., 20/09/2021, In: Energies. 14, 18, 33 p., 5967.

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

  17. Published

    Flux-Weakening Control of Dual Three-Phase PMSM Based on Vector Space Decomposition Control

    Hu, Y., Li, Y., Ma, X., Li, X. & Huang, S., 31/07/2021, In: IEEE Transactions on Power Electronics . 36, 7, p. 8428-8438 11 p.

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

  18. Published

    Big Data Analytics for Electricity Theft Detection in Smart Grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. & Ma, X., 29/07/2021, 2021 IEEE Madrid PowerTech - 14th IEEE Power and Energy Society PowerTech Conference. IEEE, 6 p.

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

  19. Published

    The influence of power-take-off control on the dynamic response and power output of combined semi-submersible floating wind turbine and point-absorber wave energy converters

    Si, Y., Chen, Z., Zeng, W., Sun, J., Zhang, D., Ma, X. & Qian, P., 1/05/2021, In: Ocean Engineering. 227, 23 p., 108835.

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

  20. 2020
  21. Published

    Optimal power flow solution with uncertain RES using augmented grey wolf optimization

    Khan, I. U., Javaid, N., Akurugoda Gamage, K., Taylor, C. J. & Ma, X., 2/11/2020, 2020 IEEE International Conference on Power Systems Technology (POWERCON). IEEE, 6 p. (IEEE International Conference on Power Systems Technology (POWERCON)).

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

  22. Published

    An Integrated Long short Term Memory Algorithm for Predicting Polar Westerlies Wave Height

    Ni, C. & Ma, X., 1/11/2020, In: Ocean Engineering. 215, 9 p., 107715.

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

  23. Published

    Torque Enhancement of Dual Three-Phase PMSM by Harmonic Injection

    Hu, Y., Huang, K., Li, X., Luo, D., Huang, S. & Ma, X., 26/08/2020, In: IET Electric Power Applications. 14, 9, p. 1735 - 1744 10 p.

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

  24. Published

    Heuristic algorithm based optimal power flow model incorporating stochastic renewable energy sources

    Khan, I. U., Javaid, N., Akurugoda Gamage, K., Taylor, C. J., Baig, S. & Ma, X., 14/08/2020, In: IEEE Access. 8, p. 148622-148643 22 p.

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

  25. Published

    Big data analytics based short term electricity load forecasting model for residential buildings in smart grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. A. A. & Ma, X., 10/08/2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, p. 544-549 6 p.

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

  26. Forthcoming

    A New Modular Three-phase Inverter Based on Sepic-Cuk Combination Converter for Photovoltaic Applications

    Alotaibi, S., Darwish, A., Ma, X. & Williams, B. W., 1/08/2020, (Accepted/In press) Proceedings of the 9th International Conference on Renewable Power Generation. IET Press

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

  27. Published

    Distributed control of battery energy storage system in a microgrid

    Ma, J. & Ma, X., 13/02/2020, 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA). IEEE

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

  28. Published

    Special Issue on Improving Productivity Through Automation and Computing

    Ma, X. (ed.), Zhang, J. & Xu, Z., 1/02/2020, In: International Journal of Automation and Computing. 17, 1

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

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