Solar power generation intermittency and aggregation

被引:47
|
作者
Wu, Cong [1 ,2 ,3 ]
Zhang, Xiao-Ping [2 ,3 ]
Sterling, Michael [2 ,3 ]
机构
[1] State Grid Energy Res Inst SGERI, Dept Energy Strategy & Planning, Beijing 102209, Peoples R China
[2] Univ Birmingham, Birmingham Energy Inst, Birmingham B15 2TT, W Midlands, England
[3] Univ Birmingham, Sch Engn, Dept Elect Elect & Syst Engn, Birmingham B15 2TT, W Midlands, England
基金
英国工程与自然科学研究理事会;
关键词
SHORT-TERM VARIABILITY; IRRADIANCE VARIABILITY; RENEWABLE ENERGY; MODEL; WIND; TRANSMISSION; STORAGE; SYSTEM;
D O I
10.1038/s41598-022-05247-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The inherent intermittency of solar power due to diurnal and seasonal cycles has usually resulted in the need for alternative generation sources thereby increasing system operation costs. However, when solar power is spread over a large geographical area with significant time differences, the intermittency can be significantly reduced and also the electricity market balancing cost. The aim of this article is to address the fundamental scientific question on how the intermittency of solar power generation is affected by aggregation, which is of great interest in the wider power and energy community and would have profound impacts on the solar energy integration into the energy supply and Net-Zero Implementation. This article goes beyond the typical regional analysis by investigating solar power intermittency at 5 aggregation levels from a global perspective based on global 7 year hourly meteorological re-analysis data with a fine spatial resolution of 0.25 degrees x 0.25 degrees(similar to 28 km x 28 km). In the proposed assessment framework, a coefficient of variation (CV) is used to quantify solar power intermittency and hence characterize the potential benefits of wide area solar power aggregation. A duration curve is used to characterize the intermittency in terms of power availability and a probability density function is further employed to investigate the dispersion and scaling behavior of CV at different aggregation levels. The findings indicate that the CV of solar power generation of 'Inner Mongolia' in China drops from 129.65 to 105.65% in the level of 'Asia' (by 24% decrease), to 56.11% in 'Asia-North_America' (by 73.54% decrease) and to the smallest 43.50% in 'Global' (by 86.15% decrease), nearly 3.5 times of that in 'Asia'; (b) the availability of solar power generation increases from 52.17% in Germany, to 73.30% in 'Europe_EU_plus', to 77.82% in `Europe', to 98.59% in 'Europe-North_America' (80.60% in 'Europe-Africa', 96.90% in 'Europe-Asia'), to 100% in 'Global'. Finally, conclusions and recommendations are provided to support a Net-Zero strategy.
引用
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页数:12
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