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Dr Xiandong Ma

Senior Lecturer

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  1. 2024
  2. 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

  3. Published

    Digital twin challenges and opportunities for nuclear fuel manufacturing applications

    Bandala Sanchez, M., Chard, P., Cockbain, N., Dunphy, D., Eaves, D., Hutchinson, D., Lee, D., Ma, X., Marshall, S., Murray, P., Parker, A., Stirzaker, P., Taylor, C. J., Zabalza, J. & Joyce, M., 15/04/2024, In: Nuclear Engineering and Design. 420, 13 p., 113013.

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

  4. Published

    Deep reinforcement Learning Challenges and Opportunities for Urban Water Systems

    Negm, A., Ma, X. & Aggidis, G., 1/04/2024, In: Water Research. 253, 121145.

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

  5. Published

    Real-time Energy Management in Smart Homes through Deep Reinforcement Learning

    Aldahmashi, J. & Ma, X., 1/04/2024, In: IEEE Access. 12, p. 43155 - 43172

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

  6. Published

    Cascaded Multi-Input Single-Output Boost Inverter for Mismatch Mitigation at PV Submodule Level

    Alharbi, Y., Darwish, A. & Ma, X., 25/02/2024, In: Electricity. 5, p. 93-11 19 p.

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

  7. E-pub ahead of print

    Enrichment measurement by passive γ-ray spectrometry of uranium dioxide fuel pellets using a europium-doped, strontium iodide scintillator

    Parker, A. J., Bandala, M., Croft, S., Crouch, L., Dunphy, R. D., Hutchinson, D., Logsdon, R., Ma, X., Marshall, S., Murray, P., Sarfraz, A., Stirzaker, P., Taylor, J., Zabalza, J. & Joyce, M. J., 31/05/2024, In: Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 1062, 169191.

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

  8. Published

    Design and Control of a Modular Integrated On-Board Battery Charger for EV Applications with Cell Balancing

    Nasr Esfahani, F., Darwish, A. & Ma, X., 2/01/2024, In: Batteries. 10, 1, 18 p., 17.

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

  9. 2023
  10. Published

    Distributed Control of HVAC-BESS under Solar Power Forecasts in Microgrid System

    Ma, J. & Ma, X., 1/12/2023, In: IEEE Transactions on Industrial Informatics. 19, 12, p. 11608-11618 11 p.

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

  11. Published

    Sensorless Control of Dual Three-Phase IPMSM Based on Frequency Adaptive Linear Extended State Observer

    Li, Y., Hu, Y., Ma, X. & Liu, L., 30/11/2023, In: IEEE Transactions on Power Electronics . 38, 11, p. 14492 - 14503 12 p.

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

  12. Published

    Integration of Hybrid Offshore Wind and Wave Energy using PMSG and Linear Generators

    Ayub, M. W. & Ma, X., 16/10/2023, ICAC 2023 - 28th International Conference on Automation and Computing. IEEE, p. 1-6 6 p.

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

  13. Published

    Water Pressure Optimisation for Leakage Management Using Q Learning

    Negm, A., Ma, X. & Aggidis, G., 2/08/2023, Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023. IEEE, p. 270-271 2 p. (2023 IEEE Conference on Artificial Intelligence (CAI)).

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

  14. Published

    A Comprehensive Review of Distributed MPPT for Grid-Tied PV Systems at the Sub-Module Level

    Alharbi, Y., Darwish, A. & Ma, X., 19/07/2023, In: Energies. 16, 14, p. 5468 23 p.

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

  15. 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

  16. Published

    Medium-Voltage Modular Power Converter for Wave Energy Conversion Systems

    Darwish, A., Ma, X. & Aggidis, G., 19/06/2023, The 33rd International Ocean and Polar Engineering Conference, Ottawa, Canada, June 2023: ISOPE 2023. ISOPE, p. 636-643 6 p. ISOPE-I-23-092

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

  17. Published

    YOLOv5-lotus an efficient object detection method for lotus seedpod in a natural environment

    Ma, J., Lu, A., Chen, C., Ma, X. & Ma, Q., 31/03/2023, In: Computers and Electronics in Agriculture. 206, 13 p., 107635.

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

  18. Published

    Robust Data Driven Analysis for Electricity Theft Attack-Resilient Power Grid

    Khan, I. U., Javaid, N., Taylor, C. J. & Ma, X., 31/01/2023, In: IEEE Transactions on Power Systems. 38, 1, p. 537-548 12 p.

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

  19. Published

    A Review of Power Co-Generation Technologies from Hybrid Offshore Wind and Wave Energy

    Ayub, M. W., Hamza, A., Aggidis, G. & Ma, X., 3/01/2023, In: Energies. 16, 1, 21 p., 550.

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

  20. Published

    Review of leakage detection in water distribution networks

    Negm, A., Ma, X. & Aggidis, G., 1/01/2023, In: IOP Conference Series: Earth and Environmental Science. 1136, 1, 15 p., 012052.

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

  21. 2022
  22. Published

    Passive, non-destructive enrichment measurement of sintered UO2 pellets

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

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

  23. 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

  24. 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

  25. Published

    Numerical Simulation of Icing on Nrel 5-MW Reference Offshore Wind Turbine Blades Under Different Icing Conditions

    Cao, H., Bai, X., Ma, X., Yin, Q. & Yang, X., 30/10/2022, In: China Ocean Engineering. 36, 5, p. 767-780 14 p.

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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 2021
  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 2020
  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 2019
  54. Published

    Consensus-based Hierachical Demand Side Management in Microgrid

    Ma, J. & Ma, X., 11/11/2019, 2019 25th IEEE International Conference on Automation & Computing (ICAC). IEEE, 6 p.

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

  55. Published

    Integrated deep learning model for predicting electrical power generation from wave energy converter

    Ni, C., Ma, X. & Wang, J., 11/11/2019, 2019 25th IEEE International Conference on Automation & Computing (ICAC'19). IEEE

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

  56. Published

    HVAC-based cooperative algorithms for demand side management in a microgrid

    Ma, J., Ma, X. & Ilic, S., 9/11/2019, In: Energies. 12, 22, 18 p., 4276.

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

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