[PDF][PDF] Solar Radiation Estimation Based on a New Combined Approach of Artificial Neural Networks (ANN) and Genetic Algorithms (GA) in South Algeria.
D Halima, B Djelloul, G Mehdi, T Camel… - … , Materials & Continua, 2024 - researchgate.net
When designing solar systems and assessing the effectiveness of their many uses,
estimating sun irradiance is a crucial first step. This study examined three approaches (ANN …
estimating sun irradiance is a crucial first step. This study examined three approaches (ANN …
[PDF][PDF] Solar radiation forecasting based on ANN, SVM and a novel hybrid FFA-ANN model: A case study of six cities south of Algeria.
H Djeldjli, D Benatiallah, C Tanougast, A Benatiallah - AIMS Energy, 2024 - aimspress.com
This study was conducted for six cities in southern Algeria, where the accuracy of three
models—support vector machines (SVM), artificial neural networks (ANN) and a novel …
models—support vector machines (SVM), artificial neural networks (ANN) and a novel …
Improvement of Voltage Profile by Optimal Integration of PV-DG in Distribution Power System
Abstract Integrating Distributed Generation (DG) based on renewable energy sources such
as Photovoltaic (PV), has become one of the government's priorities in the use of clean …
as Photovoltaic (PV), has become one of the government's priorities in the use of clean …
Highly efficient end-side-pumping approach of Nd: YAG solar laser with off-axis mirror concentrator
We present a compact end-side pumped solar laser concept designed to enhance efficiency
in both multimode and TEM 00-mode operations. The primary concentrator, a 1.0 m …
in both multimode and TEM 00-mode operations. The primary concentrator, a 1.0 m …
Solar Radiation Forecasting Based on Artificial Neural Network: A Case Study of Bechar City, Southwest Algeria
H Djeldjli, D Benatiallah, K Bouchouicha… - … Conference on Artificial …, 2022 - Springer
Estimating solar irradiance is an essential step in the design of solar systems and the
performance evaluation of their various applications. This work has the purpose of …
performance evaluation of their various applications. This work has the purpose of …
Enhancing ANN Model Perfomance to be used for Solar Radiation Prediction
D Halima, T Camel, B Djelloul - 2024 1st International …, 2024 - ieeexplore.ieee.org
A crucial first step in the design of solar energy systems and their efficacy assessment of
their diverse applications involves determining solar irradiance. The aim of this work is to …
their diverse applications involves determining solar irradiance. The aim of this work is to …
Design and simulation of solar pumping system using PVsyst, case study: TSABIT-ADRAR in Algeria
In isolated sites, the extension of the electricity network requires a very high capital cost. For
agriculture work, irrigation is a necessity. A possible solution is using renewable energy …
agriculture work, irrigation is a necessity. A possible solution is using renewable energy …