Geographic smoothing of solar PV: results from Gujarat

被引:36
作者
Klima, Kelly [1 ]
Apt, Jay [1 ,2 ]
机构
[1] Carnegie Mellon Univ, Dept Engn & Publ Policy, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Tepper Sch Business, Pittsburgh, PA 15213 USA
来源
ENVIRONMENTAL RESEARCH LETTERS | 2015年 / 10卷 / 10期
关键词
solar photovoltaic; geographic smoothing; Gujarat; renewable energy; DISTRIBUTED WIND TURBINES; POWER OUTPUT; VARIABILITY; SYSTEMS; FLUCTUATION; IRRADIANCE; COHERENCE; LIMITS;
D O I
10.1088/1748-9326/10/10/104001
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
We examine the potential for geographic smoothing of solar photovoltaic (PV) electricity generation using 13 months of observed power production from utility-scale plants in Gujarat, India. To our knowledge, this is the first published analysis of geographic smoothing of solar PV using actual generation data at high time resolution from utility-scale solar PV plants. Weuse geographic correlation and Fourier transform estimates of the power spectral density (PSD) to characterize the observed variability of operating solar PV plants as a function of time scale. Most plants show a spectrum that is linear in the log-log domain at high frequencies f, ranging from f(-1.23) to f(-1.56) (slopes of -1.23 and -1.56), thus exhibiting more relative variability at high frequencies than exhibited by wind plants. PSDs for large PV plants have a steeper slope than those for small plants, hence more smoothing at short time scales. Interconnecting 20 Gujarat plants yields a f(-1.66) spectrum, reducing fluctuations at frequencies corresponding to 6 h and 1 h by 23% and 45%, respectively. Half of this smoothing can be obtained through connecting 4-5 plants; reaching marginal improvement of 1% per added plant occurs at 12-14 plants. The largest plant (322 MW) showed an f(-1.76) spectrum. This suggests that in Gujarat the potential for smoothing is limited to that obtained by one large plant.
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页数:7
相关论文
共 42 条
[1]  
[Anonymous], 2011, P 26 EUR PHOT SOL EN
[2]  
[Anonymous], VARIABLE RENEWABLE E
[3]  
[Anonymous], ASES NAT SOL C PHOEN
[4]  
Barnett TP, 1998, J CLIMATE, V11, P88, DOI 10.1175/1520-0442(1998)011<0088:OTSTSO>2.0.CO
[5]  
2
[6]  
Bird R.E., 1991, SERI Technical Report SERI/TR-642-761
[7]  
Cha P.D., 2006, Fundamentals of Signals and Systems
[8]   The character of power output from utility-scale photovoltaic systems [J].
Curtright, Aimee E. ;
Apt, Jay .
PROGRESS IN PHOTOVOLTAICS, 2008, 16 (03) :241-247
[9]   Evaluating the limits of solar photovoltaics (PV) in electric power systems utilizing energy storage and other enabling technologies [J].
Denholm, Paul ;
Margolis, Robert M. .
ENERGY POLICY, 2007, 35 (09) :4424-4433
[10]  
[Edenhofer O. IPCC IPCC], 2011, IPCC SPECIAL REPORT, P1075