Manal Marzouq

New daily global solar irradiation estimation model based on automatic selection of input parameters using evolutionary artificial neural networks

Manal Marzouq, Zineb Bounoua, Hakim El Fadili et al. · Journal of Cleaner Production · 2018 · 52 citations

Evolving Neural Network, Engineering, Machine Learning +10

Short term solar irradiance forecasting via a novel evolutionary multi-model framework and performance assessment for sites with no solar irradiance data

Manal Marzouq, Hakim El Fadili, Khalid Zenkouar et al. · Renewable Energy · 2020 · 36 citations

Earth Science, Engineering, Solar Energy Policy +10

A new evolutionary forest model via incremental tree selection for short-term global solar irradiance forecasting under six various climatic zones

Naima El-Amarty, Manal Marzouq, Hakim El Fadili et al. · Energy Conversion and Management · 2024 · 16 citations

Climatology, Various Climatic Zones, Engineering +11

ANN-based modelling and prediction of daily global solar irradiation using commonly measured meteorological parameters

Manal Marzouq, Zineb Bounoua, Abdellah Mechaqrane et al. · IOP Conference Series Earth and Environmental Science · 2018 · 14 citations · Full text

Engineering, Climate Modeling, Photovoltaic System +19

A Survey On Computational Intelligence Techniques For Non Intrusive Load Monitoring

Inoussa Habou Laouali, Hamid Qassemi, Manal Marzouq et al. · 2020 · 10 citations