Estimation of clear sky global solar radiation in Algeria

The paper presents the evaluation of performance of three models at three sites for estimating instantaneous clear-sky global solar radiation on a horizontal surface in Algeria. Additionally, recommend it to be used for estimating solar radiation at many locations in similar climates where radiometr...

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Main Authors: Djelloul Benatiallah, Ali Benatiallah, Kada Bouchouicha, Bahous Nasri
Format: Article
Language:English
Published: AIMS Press 2019-11-01
Series:AIMS Energy
Subjects:
Online Access:https://www.aimspress.com/article/10.3934/energy.2019.6.710/fulltext.html
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spelling doaj-0058f299951d44f99c30a52f8fa503d62020-11-25T02:03:46ZengAIMS PressAIMS Energy2333-83262333-83342019-11-017671072710.3934/energy.2019.6.710Estimation of clear sky global solar radiation in AlgeriaDjelloul Benatiallah0Ali Benatiallah1Kada Bouchouicha2Bahous Nasri31 Laboratory of Energy Environment and Information System (LEEIS), Department of material sciences, university of Ahmed Draia, street 11 December 1960, Adrar (01000), Algeria1 Laboratory of Energy Environment and Information System (LEEIS), Department of material sciences, university of Ahmed Draia, street 11 December 1960, Adrar (01000), Algeria2 Unité de recherche en énergie renouvelables en milieu Saharien (URERMS), Centre de Développement des Energies Renouvelables (CDER), 01000 Adrar, Algérie1 Laboratory of Energy Environment and Information System (LEEIS), Department of material sciences, university of Ahmed Draia, street 11 December 1960, Adrar (01000), AlgeriaThe paper presents the evaluation of performance of three models at three sites for estimating instantaneous clear-sky global solar radiation on a horizontal surface in Algeria. Additionally, recommend it to be used for estimating solar radiation at many locations in similar climates where radiometric measurements are not available and which might be helpful in the selection of the most suitable locations for solar power installations. The results in general exhibit that for global radiation, the daily correlation coefficient is higher than 0.99, whereas the mean absolute percentage error is less than 5%. The daily mean bias error ranges between -3 and +3%. The daily root mean square error is less than 7%. These results represent a precision that indicates that Atwater & Ball and Bird & Hulstrom models can be used successfully to predict solar radiation over three stations in the studied sites.https://www.aimspress.com/article/10.3934/energy.2019.6.710/fulltext.htmlevaluationglobal radiationclear-skyhorizontal surfaceradiometric measurements
collection DOAJ
language English
format Article
sources DOAJ
author Djelloul Benatiallah
Ali Benatiallah
Kada Bouchouicha
Bahous Nasri
spellingShingle Djelloul Benatiallah
Ali Benatiallah
Kada Bouchouicha
Bahous Nasri
Estimation of clear sky global solar radiation in Algeria
AIMS Energy
evaluation
global radiation
clear-sky
horizontal surface
radiometric measurements
author_facet Djelloul Benatiallah
Ali Benatiallah
Kada Bouchouicha
Bahous Nasri
author_sort Djelloul Benatiallah
title Estimation of clear sky global solar radiation in Algeria
title_short Estimation of clear sky global solar radiation in Algeria
title_full Estimation of clear sky global solar radiation in Algeria
title_fullStr Estimation of clear sky global solar radiation in Algeria
title_full_unstemmed Estimation of clear sky global solar radiation in Algeria
title_sort estimation of clear sky global solar radiation in algeria
publisher AIMS Press
series AIMS Energy
issn 2333-8326
2333-8334
publishDate 2019-11-01
description The paper presents the evaluation of performance of three models at three sites for estimating instantaneous clear-sky global solar radiation on a horizontal surface in Algeria. Additionally, recommend it to be used for estimating solar radiation at many locations in similar climates where radiometric measurements are not available and which might be helpful in the selection of the most suitable locations for solar power installations. The results in general exhibit that for global radiation, the daily correlation coefficient is higher than 0.99, whereas the mean absolute percentage error is less than 5%. The daily mean bias error ranges between -3 and +3%. The daily root mean square error is less than 7%. These results represent a precision that indicates that Atwater & Ball and Bird & Hulstrom models can be used successfully to predict solar radiation over three stations in the studied sites.
topic evaluation
global radiation
clear-sky
horizontal surface
radiometric measurements
url https://www.aimspress.com/article/10.3934/energy.2019.6.710/fulltext.html
work_keys_str_mv AT djelloulbenatiallah estimationofclearskyglobalsolarradiationinalgeria
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AT kadabouchouicha estimationofclearskyglobalsolarradiationinalgeria
AT bahousnasri estimationofclearskyglobalsolarradiationinalgeria
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