DAIS - Digital Archive of the Serbian Academy of Sciences and Arts
    • English
    • Српски
    • Српски (Serbia)
  • English 
    • English
    • Serbian (Cyrilic)
    • Serbian (Latin)
  • Login
View Item 
  •   DAIS
  • Географски институт „Јован Цвијић“ САНУ / Geographical Institute Jovan Cvijić SASA
  • ГИ САНУ - Радови истраживача / GI SASA - Researchers' publications
  • View Item
  •   DAIS
  • Географски институт „Јован Цвијић“ САНУ / Geographical Institute Jovan Cvijić SASA
  • ГИ САНУ - Радови истраживача / GI SASA - Researchers' publications
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Estimation of photovoltaic power generation potential in Serbia based on irradiance, air temperature, and wind speed data

Thumbnail
2018
TSCI171230164D.pdf (1.336Mb)
Authors
Doljak, Dejan Lj.
Stanojević, Gorica B.
Radovanović, Milan M.
Malinović-Milićević, Slavica B.
Article (Published version)
Metadata
Show full item record
Abstract
This study is devoted to the research of spatial-temporal variation of electricity generation from the kilowatt-peak photovoltaic system made of crystalline silicon solar cells. The research was conducted in the territory of Serbia using the model for estimation photovoltaic performances as a function of incident irradiance and module temperature. Preparation of input data and calculation of the final results was done within the geographical information system. Some of the required raster data, like solar irradiance and wind speed, were already available, while air temperature raster was created from discrete set of observed data using the regression-kriging model. Obtained results were presented in the form of raster maps that enabled further analysis and discussion about new findings. The analysis of seasonal variations reveals that during spring and summer months photovoltaic systems are producing up to 70% of total annual electricity yield. In terms of the spatial distrib...ution, the most promising areas for electricity generation are located in the south part of Serbia and along main river valleys. In addition, discussion part addresses the issue of data imperfection caused by the accuracy of the selected model, as well as quality and availability of data series.

Keywords:
Serbia / solar energy / photovoltaic performance / module temperature
Source:
Thermal Science, 2018, 22, 6A, 2297-2307
Publisher:
  • Belgrade: VINČA Institute of Nuclear Science
Projects:
  • Geography of Serbia (RS-47007)

DOI: 10.2298/TSCI171230164D

ISSN: 2334-7163 (Online); 0354-9836 (Print)

WoS: 000450540200004

Scopus: 2-s2.0-85057116579
[ Google Scholar ]
1
URI
http://dais.sanu.ac.rs/123456789/4710
Collections
  • ГИ САНУ - Радови истраживача / GI SASA - Researchers' publications
Institution
Географски институт „Јован Цвијић“ САНУ / Geographical Institute Jovan Cvijić SASA
TY  - JOUR
AU  - Doljak, Dejan Lj.
AU  - Stanojević, Gorica B.
AU  - Radovanović, Milan M.
AU  - Malinović-Milićević, Slavica B.
PY  - 2018
UR  - http://dais.sanu.ac.rs/123456789/4710
AB  - This study is devoted to the research of spatial-temporal variation of electricity
generation from the kilowatt-peak photovoltaic system made of crystalline silicon
solar cells. The research was conducted in the territory of Serbia using the model
for estimation photovoltaic performances as a function of incident irradiance and
module temperature. Preparation of input data and calculation of the final results
was done within the geographical information system. Some of the required raster data, like solar irradiance and wind speed, were already available, while air
temperature raster was created from discrete set of observed data using the regression-kriging model. Obtained results were presented in the form of raster maps
that enabled further analysis and discussion about new findings. The analysis of
seasonal variations reveals that during spring and summer months photovoltaic
systems are producing up to 70% of total annual electricity yield. In terms of the
spatial distribution, the most promising areas for electricity generation are located
in the south part of Serbia and along main river valleys. In addition, discussion
part addresses the issue of data imperfection caused by the accuracy of the selected model, as well as quality and availability of data series.
PB  - Belgrade: VINČA Institute of Nuclear Science
T2  - Thermal Science
T1  - Estimation of photovoltaic power generation potential in Serbia based on irradiance, air temperature, and wind speed data
SP  - 2297
EP  - 2307
VL  - 22
IS  - 6A
DO  - 10.2298/TSCI171230164D
ER  - 
@article{
author = "Doljak, Dejan Lj. and Stanojević, Gorica B. and Radovanović, Milan M. and Malinović-Milićević, Slavica B.",
year = "2018",
url = "http://dais.sanu.ac.rs/123456789/4710",
abstract = "This study is devoted to the research of spatial-temporal variation of electricity
generation from the kilowatt-peak photovoltaic system made of crystalline silicon
solar cells. The research was conducted in the territory of Serbia using the model
for estimation photovoltaic performances as a function of incident irradiance and
module temperature. Preparation of input data and calculation of the final results
was done within the geographical information system. Some of the required raster data, like solar irradiance and wind speed, were already available, while air
temperature raster was created from discrete set of observed data using the regression-kriging model. Obtained results were presented in the form of raster maps
that enabled further analysis and discussion about new findings. The analysis of
seasonal variations reveals that during spring and summer months photovoltaic
systems are producing up to 70% of total annual electricity yield. In terms of the
spatial distribution, the most promising areas for electricity generation are located
in the south part of Serbia and along main river valleys. In addition, discussion
part addresses the issue of data imperfection caused by the accuracy of the selected model, as well as quality and availability of data series.",
publisher = "Belgrade: VINČA Institute of Nuclear Science",
journal = "Thermal Science",
title = "Estimation of photovoltaic power generation potential in Serbia based on irradiance, air temperature, and wind speed data",
pages = "2297-2307",
volume = "22",
number = "6A",
doi = "10.2298/TSCI171230164D"
}
Doljak DL, Stanojević GB, Radovanović MM, Malinović-Milićević SB. Estimation of photovoltaic power generation potential in Serbia based on irradiance, air temperature, and wind speed data. Thermal Science. 2018;22(6A):2297-2307
Doljak, D. Lj., Stanojević, G. B., Radovanović, M. M.,& Malinović-Milićević, S. B. (2018). Estimation of photovoltaic power generation potential in Serbia based on irradiance, air temperature, and wind speed data.
Thermal ScienceBelgrade: VINČA Institute of Nuclear Science., 22(6A), 2297-2307. 
https://doi.org/10.2298/TSCI171230164D
Doljak Dejan Lj., Stanojević Gorica B., Radovanović Milan M., Malinović-Milićević Slavica B., "Estimation of photovoltaic power generation potential in Serbia based on irradiance, air temperature, and wind speed data" 22, no. 6A (2018):2297-2307,
https://doi.org/10.2298/TSCI171230164D .

DSpace software copyright © 2002-2015  DuraSpace
About DAIS - Digital Archive of the Serbian Academy of Sciences and Arts | Send Feedback

re3dataOpenAIRERCUB
 

 

All of DSpaceInstitutionsAuthorsTitlesSubjectsThis institutionAuthorsTitlesSubjects

Statistics

View Usage Statistics

DSpace software copyright © 2002-2015  DuraSpace
About DAIS - Digital Archive of the Serbian Academy of Sciences and Arts | Send Feedback

re3dataOpenAIRERCUB