High-frequency irradiance fluctuations and geographic smoothing

被引:189
作者
Lave, Matthew [1 ]
Kleissl, Jan [1 ]
Arias-Castro, Ery [2 ]
机构
[1] Univ Calif San Diego, Dept Mech & Aerosp Eng, San Diego, CA 92103 USA
[2] Univ Calif San Diego, Dept Math, San Diego, CA 92103 USA
关键词
Wavelet; High-frequency; Clear-sky index; Ramp rate; Variability; OUTPUT;
D O I
10.1016/j.solener.2011.06.031
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
080707 [能源环境工程]; 082001 [油气井工程];
摘要
Using six San Diego solar resource stations, clear-sky indices at 1-s resolution were computed for one site and for the average of six sites separated by less than 3 km to estimate the smoothing of aggregated power output due to geographic dispersion in a distribution feeder. Ramp rate (RR) analysis was conducted on the 1-s timeseries, including moving averages to simulate a large PV plant with energy storage. Annual maximum RRs of up to 60% per second were observed, and the largest 1-s ramp rates were enhanced over 40% by cloud reflection. However, 5% per second ramps never occurred for a simulated 10 MW power plant. Applying a wavelet transform to both the clear-sky index at one site and the average of six sites showed a strong reduction in variability at timescales shorter than 5-min, with a lesser decrease at longer timescales. Comparing these variability reductions to the Hoff and Perez (2010) model, good agreement was observed at high dispersion factors (short timescales), but our analysis shows larger reductions in variability than the model at smaller dispersion factors (long timescales). (c) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2190 / 2199
页数:10
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