An efficient sizing method for a stand-alone PV system in terms of the observed block extremes

被引:32
作者
Chen, Shin-Guang [1 ]
机构
[1] Tungnan Univ, Dept Ind Engn & Management, Taipei Cty 222, Taiwan
关键词
Photovoltaic system; Sizing; Solar irradiation; Extreme value theory; Climate cycle; Loss of power probability; SOLAR; DESIGN;
D O I
10.1016/j.apenergy.2011.09.043
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
This paper proposes a novel and fast sizing method under the constant daily load profile for sizing a stand-alone PV system. The term "efficient sizing" means that the approach did not use simulation but could get the result as good as those employing simulation. So, the sizing method is more efficient than the others. Traditionally, a typical day or a typical year's solar irradiation profile is employed for the sizing task. However, facing the global warming crisis as well as the fact that no 2 years would have the same weather condition for a single site, this approach statistically models the trend of climate change year by year and put it into the sizing formula, so that the results are optimal for the current weather condition and for the future as well. Hence, the suitable size for the PV array and the number of batteries are obtained by purely computation. This is different from the traditional sizing curve method. Although the traditional sizing curve method were satisfactory in the normal cases, they might fail in the extreme climate condition. This paper concludes the behavior of the extreme climate for at least 20 years. So, the derived system may have statistical confidence for at least 20 years of operation. A new reliability index (Loss of Power Probability) in terms of Extreme Value Theory is introduced. LPP provides upper bound reliability for application and rich information for many extreme events. A technological and economical comparison among the traditional daily energy balance method, sizing curve method and this approach is conducted and shows the usefulness of this approach. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:375 / 384
页数:10
相关论文
共 14 条
[1]  
[Anonymous], 2006, WIND ENG
[2]  
[Anonymous], 1992, RELIABILITY EVALUATI
[3]   ESTIMATING LOSS-OF-POWER PROBABILITIES OF STAND-ALONE PHOTOVOLTAIC SOLAR-ENERGY SYSTEMS [J].
BUCCIARELLI, LL .
SOLAR ENERGY, 1984, 32 (02) :205-209
[4]  
Castillo Enrique., 1988, EXTREME VALUE THEORY
[5]  
Chen SG, 2009, 15TH ISSAT INTERNATIONAL CONFERENCE ON RELIABILITY AND QUALITY IN DESIGN, PROCEEDINGS, P467
[6]   THE SIZING OF STAND ALONE PV-SYSTEMS - A REVIEW AND A PROPOSED NEW METHOD [J].
EGIDO, M ;
LORENZO, E .
SOLAR ENERGY MATERIALS AND SOLAR CELLS, 1992, 26 (1-2) :51-69
[7]   Limiting forms of the frequency distribution of the largest or smallest member of a sample [J].
Fisher, RA ;
Tippett, LHC .
PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, 1928, 24 :180-190
[8]   Stand-alone PV system design: Results using a new sizing approach [J].
Fragaki, A. ;
Markvart, T. .
RENEWABLE ENERGY, 2008, 33 (01) :162-167
[9]  
Galambos J, 1993, P C EXTR VAL THEOR A, P1
[10]   OPTIMAL SIZING OF STAND-ALONE PHOTOVOLTAIC SOLAR POWER-SYSTEMS [J].
GORDON, JM .
SOLAR CELLS, 1987, 20 (04) :295-313