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Sunshine duration measurements and predictions in Saharan Algeria region: an improved ensemble learning approach

Theoretical and applied climatology, 2022-02, Vol.147 (3-4), p.1015-1031

2022

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Seasonal Performance Comparison of Four Electrical Models of Monocrystalline PV Module Operating in a Harsh Environment

IEEE journal of photovoltaics, 2019-07, Vol.9 (4), p.1057-1063

2019

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Random Forest Ensemble-Based Predictions of On-Road Vehicular Emissions and Fuel Consumption in Developing Urban Areas

Sustainability (Basel, Switzerland), 2023-01, Vol.15 (2), p.1503

2023

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An analysis of case studies for advancing photovoltaic power forecasting through multi-scale fusion techniques

Scientific reports, 2024-03, Vol.14 (1), p.6653-6653

2024

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Feature Selection and Classification of Transformer Faults Based on Novel Meta-Heuristic Algorithm

Mathematics (Basel), 2022-09, Vol.10 (17), p.3144

2022

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Comparison of artificial intelligence and empirical models for energy production estimation of 20 MWp solar photovoltaic plant at the Saharan Medium of Algeria

International journal of energy sector management, 2021-01, Vol.15 (1), p.119-138

2021

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

Energy reports, 2022-11, Vol.8, p.15548-15562

2022

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Evaluation of mathematical methods to characterize the electrical parameters of photovoltaic modules

Energy conversion and management, 2019-08, Vol.193, p.25-38

2019

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Feature Selection Based on Mud Ring Algorithm for Improving Survival Prediction of Children Undergoing Hematopoietic Stem-Cell Transplantation

Mathematics (Basel), 2022-11, Vol.10 (22), p.4197

2022

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Enhancing Sustainable Urban Planning through GIS and Multiple-Criteria Decision Analysis: A Case Study of Green Space Infrastructure in Taif Province, Saudi Arabia

Water (Basel), 2023-09, Vol.15 (17), p.3031

2023

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Global control of electrical supply: A variational mode decomposition-aided deep learning model for energy consumption prediction

Energy reports, 2023-11, Vol.10, p.2152-2165

2023

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Assessment of hybrid machine learning algorithms using TRMM rainfall data for daily inflow forecasting in Três Marias Reservoir, eastern Brazil

Heliyon, 2023-08, Vol.9 (8), p.e18819-e18819, Article e18819

2023

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Optimizing hyperparameters of deep hybrid learning for rainfall prediction: a case study of a Mediterranean basin

Arabian journal of geosciences, 2022, Vol.15 (10), Article 933

2022

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A Recommendation System for Electric Vehicles Users Based on Restricted Boltzmann Machine and WaterWheel Plant Algorithms

IEEE access, 2023, Vol.11, p.145111-145136

2023

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

Renewable energy, 2021-06, Vol.171, p.191-209

2021

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A PV-Active Power Filter Interface Scheme for Three Phase Balanced System

International journal of engineering research in Africa (Print), 2020-01, Vol.46, p.125-145

2020

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Enhancing direct Normal solar Irradiation forecasting for heliostat field applications through a novel hybrid model

Energy conversion and management, 2024-03, Vol.304, Article 118189

2024

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

Energy conversion and management, 2021-10, Vol.245, p.114569, Article 114569

2021

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Statistical study of global solar radiation in the Algerian desert: a case study of Adrar town

Theoretical and applied climatology, 2024-04, Vol.155 (4), p.3493-3504

2024

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Total solar irradiance's effect on the performance of empirical models for estimating global solar radiation: An empirical-based review

Energy (Oxford), 2021-12, Vol.236, p.121486, Article 121486

2021

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

Renewable energy, 2018-03, Vol.117, p.530-537

2018

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Estimating the global solar irradiation and optimizing the error estimates under Algerian desert climate

Renewable energy, 2019-08, Vol.139, p.844-858

2019

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Implicit regression-based correlations to predict the back temperature of PV modules in the arid region of south Algeria

Renewable energy, 2020-08, Vol.156, p.57-67

2020

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Adjustment of the Angstrom-Prescott equation from Campbell-Stokes and Kipp-Zonen sunshine measures at different timescales in Spain

Renewable energy, 2020-07, Vol.154, p.337-350

2020

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New soft computing model for multi-hours forecasting of global solar radiation

European physical journal plus, 2022-01, Vol.137 (1), p.162, Article 162

2022

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Sunshine duration measurements and predictions in Saharan Algeria region: an improved ensemble learning approach

Seasonal Performance Comparison of Four Electrical Models of Monocrystalline PV Module Operating in a Harsh Environment

Random Forest Ensemble-Based Predictions of On-Road Vehicular Emissions and Fuel Consumption in Developing Urban Areas

An analysis of case studies for advancing photovoltaic power forecasting through multi-scale fusion techniques

Feature Selection and Classification of Transformer Faults Based on Novel Meta-Heuristic Algorithm

Comparison of artificial intelligence and empirical models for energy production estimation of 20 MWp solar photovoltaic plant at the Saharan Medium of Algeria

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

Evaluation of mathematical methods to characterize the electrical parameters of photovoltaic modules

Feature Selection Based on Mud Ring Algorithm for Improving Survival Prediction of Children Undergoing Hematopoietic Stem-Cell Transplantation

Enhancing Sustainable Urban Planning through GIS and Multiple-Criteria Decision Analysis: A Case Study of Green Space Infrastructure in Taif Province, Saudi Arabia

Global control of electrical supply: A variational mode decomposition-aided deep learning model for energy consumption prediction

Assessment of hybrid machine learning algorithms using TRMM rainfall data for daily inflow forecasting in Três Marias Reservoir, eastern Brazil

Optimizing hyperparameters of deep hybrid learning for rainfall prediction: a case study of a Mediterranean basin

A Recommendation System for Electric Vehicles Users Based on Restricted Boltzmann Machine and WaterWheel Plant Algorithms

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

A PV-Active Power Filter Interface Scheme for Three Phase Balanced System

Enhancing direct Normal solar Irradiation forecasting for heliostat field applications through a novel hybrid model

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

Statistical study of global solar radiation in the Algerian desert: a case study of Adrar town

Total solar irradiance's effect on the performance of empirical models for estimating global solar radiation: An empirical-based review

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

Estimating the global solar irradiation and optimizing the error estimates under Algerian desert climate

Implicit regression-based correlations to predict the back temperature of PV modules in the arid region of south Algeria

Adjustment of the Angstrom-Prescott equation from Campbell-Stokes and Kipp-Zonen sunshine measures at different timescales in Spain

New soft computing model for multi-hours forecasting of global solar radiation

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