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  1. 2021
  2. 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 › Journal article › peer-review

  3. Published

    Assessing the energy potential of modernizing the European hydropower fleet

    Quaranta, E., Aggidis, G., Boes, R., Comoglio, C., De Michele, C., Ritesh Patro, E., Georgievskaia, E., Harby, A., Kougias, I., Muntean, S., Pérez-Díaz, J., Romero–Gomez, P., Rosa-Clot, M., Schleiss, A., Vagnoni, E., Wirth, M. & Pistocchi, A., 15/10/2021, In: Energy Conversion and Management. 246, 15 p., 114655.

    Research output: Contribution to journal › Journal article › peer-review

  4. 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 › Literature review › peer-review

  5. Published

    A rationalised CFD design methodology for Turgo turbines to enable local manufacture in the Global South

    Butchers, J., Benzon, S., Williamson, S., Booker, J. & Aggidis, G., 1/10/2021, In: Energies. 14, Energies 2021, 23 p., 6250.

    Research output: Contribution to journal › Journal article › peer-review

  6. Published

    Machine learning-enabled prediction of wind turbine energy yield losses due to general blade leading edge erosion

    Cappugi, L., Castorrini, A., Bonfiglioli, A., Minisci, E. & Campobasso, S., 1/10/2021, In: Energy Conversion and Management. 245, 17 p., 114567.

    Research output: Contribution to journal › Journal article › peer-review

  7. In Press/Forthcoming
  8. E-pub ahead of print

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

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

    Research output: Contribution to journal › Journal article › peer-review

  9. 2021
  10. 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 › Literature review › peer-review

  11. 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 › Journal article › peer-review

  12. 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

  13. E-pub ahead of print

    Application of Spectral Kurtosis on vibration signals for the detection of cavitation in centrifugal pumps

    Mousmoulis, G., Yiakopoulos, C., Aggidis, G., Antoniadis, I. & Anagnostopoulos, I., 30/11/2021, In: Applied Acoustics. 182, 17 p., 108289 .

    Research output: Contribution to journal › Journal article › peer-review

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