Fakhreddine S. Oueslati

A novel stacked generalization ensemble-based hybrid LGBM-XGB-MLP model for Short-Term Load Forecasting

Mohamed Massaoudi, Shady S. Refaat, Inès Chihi et al. · Energy · 2020 · 377 citations

Forecasting Methodology, Engineering, Machine Learning +7

An Effective Hybrid NARX-LSTM Model for Point and Interval PV Power Forecasting

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom et al. · IEEE Access · 2021 · 132 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18

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

Mohamed Massaoudi, Inès Chihi, Haitham Abu‐Rub et al. · IEEE Access · 2021 · 78 citations · Full text

Engineering, Machine Learning, Photovoltaic System +18

PLS-CNN-BiLSTM: An End-to-End Algorithm-Based Savitzky–Golay Smoothing and Evolution Strategy for Load Forecasting

Mohamed Massaoudi, Shady S. Refaat, Haitham Abu‐Rub et al. · Energies · 2020 · 50 citations · Full text

Forecasting Methodology, Evolution Strategy, Engineering +11

Enhanced Random Forest Model for Robust Short-Term Photovoltaic Power Forecasting Using Weather Measurements

Mohamed Massaoudi, Inès Chihi, Lilia Sidhom et al. · Energies · 2021 · 42 citations · Full text

Engineering, Machine Learning, Stpf Techniques +21