Optimizing artificial neural networks for the accurate prediction of global solar radiation: A performance comparison with conventional methods
Obtaining precise solar radiation data is the first stage in determining the availability of solar
energy. It is also regarded as one of the major inputs for a variety of solar applications. Due …
energy. It is also regarded as one of the major inputs for a variety of solar applications. Due …
Photovoltaic/wind hybrid system power stations to produce electricity in Adrar region
H Bamdjid, M Benhami, A Harrouz… - … on Smart Grid …, 2022 - ieeexplore.ieee.org
This current work, which is implemented on hybrid power stations to produce electricity and
use it to cover the increasing demand for electricity in public lighting projects, so that this …
use it to cover the increasing demand for electricity in public lighting projects, so that this …
[HTML][HTML] Artificial Intelligence-Based Improvement of Empirical Methods for Accurate Global Solar Radiation Forecast: Development and Comparative Analysis
Artificial intelligence (AI) technology has expanded its potential in environmental and
renewable energy applications, particularly in the use of artificial neural networks (ANNs) as …
renewable energy applications, particularly in the use of artificial neural networks (ANNs) as …
Estimating of Solar Radiation Based on Machine Learning Approaches under Algerian Desert Climate.
D Benatiallah, A Zahouani, A Yahiaoui… - Instrumentation …, 2024 - search.ebscohost.com
This study focuses on developing machine learning models to accurately estimate global
solar radiation in southern Algeria, specifically in Illizi, Tamanrasset, and Timimoun …
solar radiation in southern Algeria, specifically in Illizi, Tamanrasset, and Timimoun …
Estimating the amounts of the solar energy: A multiple linear regression approach
HH Saleh - AIP Conference Proceedings, 2023 - pubs.aip.org
The solar energy has some kind of effects in many fields connected to the human life as
health, electricity generation and industrial, in a lot of countries around the world. Iraq is one …
health, electricity generation and industrial, in a lot of countries around the world. Iraq is one …
Assessment of Global Solar Energy Under All-Sky Condition Using Artificial Neural Network
The most integral aspect of optimizing solar energy applications is the assessment of solar
radiation. Devises of solar energy will work better if the radiation that is to be obtained is …
radiation. Devises of solar energy will work better if the radiation that is to be obtained is …