| Ultra-short-term exogenous forecasting of photovoltaic power production using genetically optimized non-linear auto-regressive recurrent neural networks MA Hassan, N Bailek, K Bouchouicha, SC Nwokolo Renewable Energy 171, 191-209, 2021 | 117 | 2021 |
| Sunshine duration measurements and predictions in Saharan Algeria region: An improved ensemble learning approach ESM El-kenawy, A Ibrahim, N Bailek, K Bouchouicha, MA Hassan, ... Theoretical and Applied Climatology, 1-17, 2022 | 113 | 2022 |
| A new empirical model for forecasting the diffuse solar radiation over Sahara in the Algerian Big South N Bailek, K Bouchouicha, Z Al-Mostafa, M El-Shimy, N Aoun, A Slimani, ... Renewable Energy 117, 530-537, 2018 | 105 | 2018 |
| Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions A Djaafari, A Ibrahim, N Bailek, K Bouchouicha, MA Hassan, A Kuriqi, ... Energy Reports 8, 15548-15562, 2022 | 100 | 2022 |
| Hybrid ensemble-learning approach for renewable energy resources evaluation in algeria ESM El-Kenawy, A Ibrahim, N Bailek, K Bouchouicha, MA Hassan, ... Computers, Materials & Continua 71 (3), 5837-5854, 2022 | 79 | 2022 |
| Data-driven models for predicting solar radiation in semi-arid regions M Jamei, N Bailek, K Bouchouicha, MA Hassan, A Elbeltagi, A Kuriqi, ... Computers, Materials and Continua 74 (1), 1625-1640, 2023 | 70 | 2023 |
| Evaluation of energy extraction of PV systems affected by environmental factors under real outdoor conditions MA Hassan, N Bailek, K Bouchouicha, A Ibrahim, B Jamil, A Kuriqi, ... Theoretical and Applied Climatology 150 (1), 715-729, 2022 | 70 | 2022 |
| Optimized fixed tilt for incident solar energy maximization on flat surfaces located in the Algerian Big South N Bailek, K Bouchouicha, N Aoun, ELS Mohamed, B Jamil, ... Sustainable Energy Technologies and Assessments 28, 96-102, 2018 | 70 | 2018 |
| Forecasting intra-hour variance of photovoltaic power using a new integrated model M Guermoui, K Bouchouicha, N Bailek, JW Boland Energy Conversion and Management 245, 114569, 2021 | 57 | 2021 |
| Estimating the global solar irradiation and optimizing the error estimates under Algerian desert climate K Bouchouicha, MA Hassan, N Bailek, N Aoun Renewable energy 139, 844-858, 2019 | 57 | 2019 |
| Improved weighted ensemble learning for predicting the daily reference evapotranspiration under the semi-arid climate conditions ESM El-Kenawy, B Zerouali, N Bailek, K Bouchouich, MA Hassan, ... Environmental Science and Pollution Research 29 (54), 81279-81299, 2022 | 49 | 2022 |
| A novel ensemble learning approach for hourly global solar radiation forecasting M Guermoui, S Benkaciali, K Gairaa, K Bouchouicha, T Boulmaiz, ... Neural Computing and Applications, 1-23, 2022 | 46 | 2022 |
| Economics of Variable Renewable Sources for Electric Power Production LAP LAMBERT Academic Publishing, 2017 | 38 | 2017 |
| Implicit regression-based correlations to predict the back temperature of PV modules in the arid region of south Algeria N Bailek, K Bouchouicha, MA Hassan, A Slimani, B Jamil Renewable Energy 156, 57-67, 2020 | 37 | 2020 |
| Evaluation and validation of equivalent five-parameter model performance for photovoltaic panels using only reference data N Aoun, R Chenni, B Nahman, K Bouchouicha Energy and Power Engineering 6 (09), 235, 2014 | 36 | 2014 |
| A new approach to forecast solar irradiances using WRF and libRadtran models, validated with MERRA-2 reanalysis data and pyranometer measures A Razagui, K Abdeladim, K Bouchouicha, N Bachari, S Semaoui, AH Arab Solar Energy 221, 148-161, 2021 | 33 | 2021 |
| Estimation of monthly average daily global solar radiation using meteorological-based models in Adrar, Algeria K Bouchouicha, N Bailek, MES Mahmoud, JA Alonso, A Slimani, ... Applied Solar Energy 54, 448-455, 2018 | 32 | 2018 |
| Forecasting of solar radiation using an empirical model D Benatiallah, K Bouchouicha, A Benatiallah, A Harrouz, B Nasri Algerian Journal of Renewable Energy and Sustainable Development 1 (2), 212-219, 2019 | 31 | 2019 |
| Estimating daily global solar radiation by day of the year in Algeria N Aoun, K Bouchouicha The European Physical Journal Plus 132, 1-12, 2017 | 31 | 2017 |
| New soft computing model for multi-hours forecasting of global solar radiation M Guermoui, K Bouchouicha, S Benkaciali, K Gairaa, N Bailek The European Physical Journal Plus 137 (1), 162, 2022 | 27 | 2022 |
Nadjem BailekThe African University Ahmed Draia of AdrarVerified email at univ-adrar.edu.dz
