Evaluation of the solar irradiance variability in Brazil using satellite-based Variability Score

被引:0
|
作者
Luiz, Eduardo Weide [1 ]
Martins, Fernando Ramos [2 ]
Goncalves, Andre Rodrigues [1 ]
Costa, Rodrigo Santos [1 ]
de Souza, Jefferson Goncalves [1 ]
Lopes de Lima, Francisco J. [1 ]
Pes, Marcelo Pizzuti [1 ]
Pereira, Enio Bueno [1 ]
机构
[1] Natl Inst Space Res, Ctr Earth Syst Sci, Sao Jose Dos Campos, SP, Brazil
[2] Brazilian Fed Univ Sao Paulo, Santos, SP, Brazil
关键词
Solar variability; cloud cover; satellite data;
D O I
10.18086/eurosun2018.09.09
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
One of the main barriers to increase the solar energy share is its intermittency. In this work, we compared ground observations in different timescales (1-, 5- and 30-minutes) with satellite effective cloud cover coefficient variability, with 30-minutes time resolution. The smallest discrepancies happen when analyzing the same timescale (30-minutes), where the Pearson correlation for all sites was up 0.94. However, when the frequency of the solar irradiance measurements increased, the correlation decreased. A solution may be the use of downscaling methods, which may be a topic for future work. The most important result achieved in this study was the development of a simple methodology for evaluating the surface solar irradiance variability using only the cloud cover obtained from visible satellite imagery. The results denoted that the proposed methodology is an interesting alternative to evaluate the solar irradiance variability over large areas with satisfactory accuracy, where no ground data is available.
引用
收藏
页码:1642 / 1647
页数:6
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