| 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 | 336 | 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 | 175 | 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 | 111 | 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 | 68 | 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 | 56 | 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 | 40 | 2020 |
| 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 | 35 | 2021 |
| 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 | 32 | 2021 |
| 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 | 32 | 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 | 31 | 2019 |
| 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 | 27 | 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 | 21 | 2019 |
| 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 | 20 | 2023 |
| 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 | 19 | 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 | 18 | 2022 |
| 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 | 13 | 2019 |
| Advancing lithium-ion battery health prognostics with deep learning: A review and case study M Massaoudi, H Abu-Rub, A Ghrayeb IEEE Open Journal of Industry Applications, 2024 | 11 | 2024 |
| 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 | 11 | 2020 |
| 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 | 10 | 2023 |
| An effective hybrid symbolic regression–deep multilayer perceptron technique for PV power forecasting M Trabelsi, M Massaoudi, I Chihi, L Sidhom, SS Refaat, T Huang, ... Energies 15 (23), 9008, 2022 | 8 | 2022 |
