Solar variability of four sites across the state of Colorado

被引:132
作者
Lave, Matthew [1 ]
Kleissl, Jan [1 ]
机构
[1] Univ Calif San Diego, Dept Mech & Aerosp Engn, La Jolla, CA 92093 USA
关键词
Coherence; Grid-connected PV systems; Solar variability; Photovoltaic; Spectral analysis; DISTRIBUTED WIND TURBINES; POWER OUTPUT; COHERENCE;
D O I
10.1016/j.renene.2010.05.013
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Solar Global Horizontal Irradiance (GHI) fluctuates on both short (seconds to hours) and long (days to months) timescales leading to variability of power produced by solar photovoltaic (PV) systems. Under a high PV penetration scenario, fluctuations on short time scales may require a supplementary spinning power source that can be ramped quickly, adding significant external cost to PV operation. In order to examine the smoothing effect of geographically distributed PV sites, GHI timeseries at 5 min resolution at four sites across the state of Colorado were analyzed. GHI at the four sites was found to be correlated due to synchronous changes in the solar zenith angle. However, coherence analysis showed that the sites became uncorrelated on time scales shorter than 3 h, resulting in smoother average output at short time scales. Likewise, extreme ramp rates were eliminated and the spread in ramp rate magnitude was significantly reduced when all four sites were averaged. Nevertheless, even for the averaged output, high frequency fluctuations in PV power output are relatively larger in magnitude than fluctuations expected from wind turbines. Our results allow estimation of the ancillary services required to operate distributed PV sites. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2867 / 2873
页数:7
相关论文
共 20 条
[1]   The spectrum of power from wind turbines [J].
Apt, Jay .
JOURNAL OF POWER SOURCES, 2007, 169 (02) :369-374
[2]   Supplying baseload power and reducing transmission requirements by interconnecting wind farms [J].
Archer, Cristina L. ;
Jacobson, Mark Z. .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2007, 46 (11) :1701-1717
[3]  
Barnett TP, 1998, J CLIMATE, V11, P88, DOI 10.1175/1520-0442(1998)011<0088:OTSTSO>2.0.CO
[4]  
2
[5]   POWER FLUCTUATIONS IN SPATIALLY DISPERSED WIND TURBINE SYSTEMS [J].
BEYER, HG ;
LUTHER, J ;
STEINBERGERWILLMS, R .
SOLAR ENERGY, 1993, 50 (04) :297-305
[6]   The character of power output from utility-scale photovoltaic systems [J].
Curtright, Aimee E. ;
Apt, Jay .
PROGRESS IN PHOTOVOLTAICS, 2008, 16 (03) :241-247
[7]   Emissions and energy efficiency assessment of baseload wind energy systems [J].
Denholm, P ;
Kulcinski, GL ;
Holloway, T .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2005, 39 (06) :1903-1911
[8]   Evaluating the limits of solar photovoltaics (PV) in traditional electric power systems [J].
Denholm, Paul ;
Margolis, Robert M. .
ENERGY POLICY, 2007, 35 (05) :2852-2861
[9]  
*DOE, 2009, DOEEIA0348012
[10]  
*FGW ISET, 2000, INCR PEN WIND EN EUR, P47