| A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting M Massaoudi, SS Refaat, I Chihi, M Trabelsi, FS Oueslati, H Abu-Rub Energy 214, 118874, 2021 | 235 | 2021 |
| Deep learning in smart grid technology: A review of recent advancements and future prospects M Massaoudi, H Abu-Rub, SS Refaat, I Chihi, FS Oueslati IEEE Access 9, 54558-54578, 2021 | 115 | 2021 |
| An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting M Massaoudi, I Chihi, L Sidhom, M Trabelsi, SS Refaat, H Abu-Rub, ... IEEE Access 9, 36571-36588, 2021 | 82 | 2021 |
| Convergence of photovoltaic power forecasting and deep learning: State-of-art review M Massaoudi, I Chihi, H Abu-Rub, SS Refaat, FS Oueslati IEEE Access 9, 136593-136615, 2021 | 44 | 2021 |
| PLS-CNN-BiLSTM: An end-to-end algorithm-based Savitzky–Golay smoothing and evolution strategy for load forecasting M Massaoudi, S S. Refaat, H Abu-Rub, I Chihi, FS Oueslati Energies 13 (20), 5464, 2020 | 44 | 2020 |
| A hybrid Bayesian ridge regression-CWT-catboost model for PV power forecasting M Massaoudi, SS Refaat, H Abu-Rub, I Chihi, FS Wesleti 2020 IEEE kansas power and energy conference (KPEC), 1-5, 2020 | 33 | 2020 |
| Enhanced Deep Belief Network Based on Ensemble Learning and Tree-structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method M Massaoudi, H Abu-Rub, SS Refaat, M Trabelsi, I Chihi, FS Oueslati IEEE Access 9, 150330-150344, 2021 | 27 | 2021 |
| Performance evaluation of deep recurrent neural networks architectures: Application to PV power forecasting M Massaoudi, I Chihi, L Sidhom, M Trabelsi, SS Refaat, FS Oueslati 2019 2nd international conference on smart grid and renewable energy (SGRE), 1-6, 2019 | 23 | 2019 |
| Accurate smart-grid stability forecasting based on deep learning: Point and interval estimation method M Massaoudi, H Abu-Rub, SS Refaat, I Chihi, FS Oueslati 2021 IEEE Kansas Power and Energy Conference (KPEC), 1-6, 2021 | 22 | 2021 |
| Short-term electric load forecasting based on data-driven deep learning techniques M Massaoudi, SS Refaat, I Chihi, M Trabelsi, H Abu-Rub, FS Oueslati IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics …, 2020 | 22 | 2020 |
| A novel approach based deep RNN using hybrid NARX-LSTM model for solar power forecasting M Massaoudi, I Chihi, L Sidhom, M Trabelsi, SS Refaat, FS Oueslati arXiv preprint arXiv:1910.10064, 2019 | 20 | 2019 |
| Enhanced Random Forest Model for Robust Short-Term Photovoltaic Power Forecasting Using Weather Measurements M Massaoudi, I Chihi, L Sidhom, M Trabelsi, SS Refaat, FS Oueslati Energies 14 (13), 1-20, 2021 | 16 | 2021 |
| An effective ensemble learning approach-based grid stability assessment and classification M Massaoudi, H Abu-Rub, SS Refaat, I Chihi, FS Oueslati 2021 IEEE Kansas Power and Energy Conference (KPEC), 1-6, 2021 | 15 | 2021 |
| Intrusion detection method based on smote transformation for smart grid cybersecurity M Massaoudi, SS Refaat, H Abu-Rub 2022 3rd International Conference on Smart Grid and Renewable Energy (SGRE), 1-6, 2022 | 13 | 2022 |
| UHF partial discharge localization in gas-insulated switchgears: Gradient boosting based approach M Massaoudi, A Darwish, SS Refaat, H Abu-Rub, HA Toliyat 2020 IEEE Kansas Power and Energy Conference (KPEC), 1-5, 2020 | 10 | 2020 |
| Medium and long-term parametric temperature forecasting using real meteorological data M Massaoudi, I Chihi, L Sidhom, M Trabelsi, FS Oueslati IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society …, 2019 | 9 | 2019 |
| Novel functional community detection in networked smart grid systems-based improved louvain algorithm ME Eddin, M Massaoudi, H Abu-Rub, M Shadmand, M Abdallah 2023 IEEE Texas Power and Energy Conference (TPEC), 1-6, 2023 | 7 | 2023 |
| Classification of mechanical faults in rotating machines using smote method and deep neural networks M Messaoudi, SS Refaat, M Massaoudi, A Ghrayeb, H Abu-Rub IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022 | 7 | 2022 |
| On the pivotal role of artificial intelligence toward the evolution of smart grids: A review of advanced methodologies and applications M Massaoudi, SS Refaat, H Abu‐Rub Smart Grid and Enabling Technologies, 359-420, 2021 | 7 | 2021 |
| Navigating the Landscape of Deep Reinforcement Learning for Power System Stability Control: A Review M Massaoudi, H Abu-Rub, A Ghrayeb IEEE Access 11, 134298-134317, 2023 | 5 | 2023 |
