Kada Bouchouicha

Ultra-short-term exogenous forecasting of photovoltaic power production using genetically optimized non-linear auto-regressive recurrent neural networks

Muhammed A. Hassan, Nadjem Bailek, Kada Bouchouicha et al. · Renewable Energy · 2021 · 125 citations

Computing, Data Science, Forecasting +15

Evaluation of energy extraction of PV systems affected by environmental factors under real outdoor conditions

Muhammed A. Hassan, Nadjem Bailek, Kada Bouchouicha et al. · Theoretical and Applied Climatology · 2022 · 97 citations · Full text

Natural Sciences, Environmental Sciences, Meteorology +17

A new empirical model for forecasting the diffuse solar radiation over Sahara in the Algerian Big South

Nadjem Bailek, Kada Bouchouicha, Z. A. Al-Mostafa et al. · Renewable Energy · 2017 · 89 citations

Natural Sciences, Earth Sciences, Meteorology +16

Forecasting intra-hour variance of photovoltaic power using a new integrated model

Mawloud Guermoui, Kada Bouchouicha, Nadjem Bailek et al. · Energy Conversion and Management · 2021 · 83 citations

Agriculture, Earth Sciences, Forecasting +15

Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions

Abdallah Djaafari, Abdelhameed Ibrahim‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Nadjem Bailek et al. · Energy Reports · 2022 · 76 citations · Full text

Natural Sciences, Meteorology, Energy Management +14