University of Hertfordshire

Publications

  1. 2021
  2. A multiprocessing-based sensitivity analysis of machine learning algorithms for load forecasting of electric power distribution system

    Zainab, A., Syed, D., Ghrayeb, A., Abu-Rub, H., Refaat, S. S., Houchati, M., Bouhali, O. & Lopez, S. B., 2021, In: IEEE Access. 9, p. 31684-31694 11 p.

    Research output: Contribution to journalArticlepeer-review

  3. A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for short-term load forecasting

    Massaoudi, M., Refaat, S. S., Chihi, I., Trabelsi, M., Oueslati, F. S. & Abu-Rub, H., 2021, In: Energy. 214, p. 118874 1 p.

    Research output: Contribution to journalArticlepeer-review

  4. A review of the path planning and formation control for multiple autonomous underwater vehicles

    Hadi, B., Khosravi, A. & Sarhadi, P., 2021, In: Journal of Intelligent and Robotic Systems.

    Research output: Contribution to journalArticlepeer-review

  5. An effective hybrid NARX-LSTM model for point and interval PV power forecasting

    Massaoudi, M., Chihi, I., Sidhom, L., Trabelsi, M., Refaat, S. S., Abu-Rub, H. & Oueslati, F. S., 2021, In: IEEE Access. 9, p. 36571-36588 18 p.

    Research output: Contribution to journalArticlepeer-review

  6. Asymptotic Analysis of Max-Min Weighted SINR for IRS-Assisted MISO Systems with Hardware Impairments

    Papazafeiropoulos, A., Pan, C., Elbir, A., Nguyen, V., Kourtessis, P. & Chatzinotas, S., 2021, In: IEEE Wireless Communications Letters. PP, 99, p. 1-1 1 p., 9477418.

    Research output: Contribution to journalArticlepeer-review

  7. Big data management in smart grids: Technologies and challenges

    Zainab, A., Ghrayeb, A., Syed, D., Abu-Rub, H., Refaat, S. S. & Bouhali, O., 2021, In: IEEE Access. 9, p. 73046-73059 14 p.

    Research output: Contribution to journalArticlepeer-review

  8. Building Blocks for Blockchain Adoption in Digital Transformation of Sustainable Supply Chains

    Sunmola, F., Burgess, P. R. & Tan, A., 2021, (Accepted/In press) In: Procedia Manufacturing.

    Research output: Contribution to journalArticlepeer-review

  9. Cascading Failure Vulnerability Analysis in Interdependent Power Communication Networks

    Atat, R., Ismail, M., Refaat, S. S., Serpedin, E. & Overbye, T., 2021, In: IEEE Systems Journal.

    Research output: Contribution to journalArticlepeer-review

  10. Communication strategies and persuasion as core components of shared decision-making for children with life-limiting conditions: A multiple case study

    Popejoy, E., Almack, K., Manning, J. C., Johnston, B. & Pollock, K., 2021, (Accepted/In press) In: Palliative Medicine.

    Research output: Contribution to journalArticlepeer-review

  11. Convergence of Photovoltaic Power Forecasting and Deep Learning: State-of-Art Review

    Massaoudi, M., Chihi, I., Abu-Rub, H., Refaat, S. S. & Oueslati, F. S., 2021, In: IEEE Access. 9, p. 136593-136615 23 p.

    Research output: Contribution to journalReview articlepeer-review

  12. Current sensor optimization based on simulated transfer function under partial discharge pulses

    Nascimento, D., Refaat, S. S., Loschi, H., Iano, Y., Chuma, E., El-Sayed, W. & Madi, A., 2021, In: Sensors and Actuators A: Physical. 329, p. 112825 1 p.

    Research output: Contribution to journalArticlepeer-review

  13. Deep learning in smart grid technology: A review of recent advancements and future prospects

    Massaoudi, M., Abu-Rub, H., Refaat, S. S., Chihi, I. & Oueslati, F. S., 2021, In: IEEE Access. 9, p. 54558-54578 21 p.

    Research output: Contribution to journalArticlepeer-review

  14. Deep learning-based short-term load forecasting approach in smart grid with clustering and consumption pattern recognition

    Syed, D., Abu-Rub, H., Ghrayeb, A., Refaat, S. S., Houchati, M., Bouhali, O. & Bañales, S., 2021, In: IEEE Access. 9, p. 54992-55008 17 p.

    Research output: Contribution to journalArticlepeer-review

  15. Distributed tree-based machine learning for short-term load forecasting with apache spark

    Zainab, A., Ghrayeb, A., Abu-Rub, H., Refaat, S. S. & Bouhali, O., 2021, In: IEEE Access. 9, p. 57372-57384 13 p.

    Research output: Contribution to journalArticlepeer-review

  16. Driver Assistant Yaw Stability Control via Integration of AFS and DYC

    Ahmadian, N., Khosravi, A. & Sarhadi, P., 2021, In: Vehicle System Dynamics.

    Research output: Contribution to journalArticlepeer-review

  17. Driver assistant yaw stability control via integration of AFS and DYC

    Ahmadian, N., Khosravi, A. & Sarhadi, P., 2021, (Accepted/In press) In: Vehicle System Dynamics.

    Research output: Contribution to journalArticlepeer-review

  18. Enhanced Deep Belief Network Based on Ensemble Learning and Tree-Structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method

    Massaoudi, M., Abu-Rub, H., Refaat, S. S., Trabelsi, M., Chihi, I. & Oueslati, F. S., 2021, In: IEEE Access. 9, p. 150330-150344 15 p.

    Research output: Contribution to journalArticlepeer-review

  19. Enhanced random forest model for robust short-term photovoltaic power forecasting using weather measurements

    Massaoudi, M., Chihi, I., Sidhom, L., Trabelsi, M., Refaat, S. S. & Oueslati, F. S., 2021, In: Energies. 14, 13, p. 3992 1 p.

    Research output: Contribution to journalArticlepeer-review

  20. Enhancement of Frequency Control for Stand-Alone Multi-Microgrids

    Singh, K., Amir, M., Ahmad, F. & Refaat, S. S., 2021, In: IEEE Access. 9, p. 79128-79142 15 p.

    Research output: Contribution to journalArticlepeer-review

  21. Foreword

    Page, S. J., 2021, In: Advances in Spatial Science. p. vii-ix

    Research output: Contribution to journalEditorialpeer-review

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