Angström-Prescott empirical model to estimate solar radiation in Norte de Santander, Colombia
The document shows the application of the empirical Angström-Prescott model in different places in Norte de Santander, Colombia. The model estimates solar radiation from hours of sunlight, at a site where brightness and solar radiation are measured. The data were obtained from the Institute of Hydro...
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Published in | Revista de Investigación, Desarrollo e Innovación (En línea) Vol. 11; no. 2; pp. 413 - 428 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English Portuguese |
Published |
Universidad Pedagógica y Tecnológica de Colombia
01.06.2021
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Subjects | |
Online Access | Get full text |
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Summary: | The document shows the application of the empirical Angström-Prescott model in different places in Norte de Santander, Colombia. The model estimates solar radiation from hours of sunlight, at a site where brightness and solar radiation are measured. The data were obtained from the Institute of Hydrology, Meteorology and Environmental Studies, IDEAM; algorithms were developed in RStudio to process and analyze the information. The model establishes a linear relationship between solar radiation and the hours of sunlight, in a specific geographic location. Therefore, regression analyzes were performed for three different sites, using historical records of brightness and solar radiation, obtaining the R-squared coefficients of: 0.73, 0.78, and 0.42. The models were then extrapolated to nearby regions with solar brightness records, but without solar radiation data, to obtain an estimate of radiation at these locations. Finally, a database was created with monthly average information on solar radiation for various subregions of Norte de Santander, which can be used for the design and implementation of photovoltaic systems. |
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ISSN: | 2027-8306 2389-9417 2389-9417 |
DOI: | 10.19053/20278306.v11.n2.2021.12765 |