Optimal design of a hybrid solar-wind-battery system using the minimization of the annualized cost system and the minimization of the loss of power supply probability (LPSP)

被引:165
作者
Bilal, B. Ould
Sambou, V.
Ndiaye, P. A. [1 ]
Kebe, C. M. F.
Ndongo, M. [2 ]
机构
[1] Ecole Super Polytech Univ Cheikh Anta Diop Dakar, CIFRES, Dakar 5085, Senegal
[2] FST Univ Nouakchott, Ctr Rech Appl Energies Renouvelables Eau & Froid, Nouakchott 5026, Mauritania
关键词
Hybrid solar-wind system; Optimization; Genetic algorithm; Annualized cost of system; Optimal front of Pareto;
D O I
10.1016/j.renene.2010.03.004
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Potou is an isolated site, located in the northern coast of Senegal. The populations living in this area have no easy access to electricity supply. The use of renewable energies can contribute to the improvement of the living conditions of these populations. The methodology used in this paper consists in Sizing a hybrid solar wind-battery system optimized through multi-objective genetic algorithm for this site and the influence of the load profiles on the optimal configuration. The two principal aims are: the minimization of the annualized cost system and the minimization of the loss of power supply probability (LPSP). To study the load profile influence, three load profiles with the same energy (94 kW h/day) have been used. The achieved results show that the cost of the optimal configuration strongly depends on the load profile. For example, the cost of the optimal configuration decreases by 7% and 5% going from profile 1 to 2 and for those ones going from 1 to 3. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2388 / 2390
页数:3
相关论文
共 9 条
[1]   Design and techno-economical optimization for hybrid PV/wind system under various meteorological conditions [J].
Diaf, S. ;
Notton, G. ;
Belhamel, M. ;
Haddadi, M. ;
Louche, A. .
APPLIED ENERGY, 2008, 85 (10) :968-987
[2]   Multi-objective design of PV-wind-diesel-hydrogen-battery systems [J].
Dufo-Lopez, Rodolfo ;
Bernal-Agustin, Jose L. .
RENEWABLE ENERGY, 2008, 33 (12) :2559-2572
[3]   Methodology for optimal sizing of stand-alone photovoltaic/wind-generator systems using genetic algorithms [J].
Koutroulis, Eftichios ;
Kolokotsa, Dionissia ;
Potirakis, Antonis ;
Kalaitzakis, Kostas .
SOLAR ENERGY, 2006, 80 (09) :1072-1088
[4]  
LEYLAND G, 2002, THESIS EPFL LAUSANNE
[5]  
Molyneaux A, 2002, THESIS EPFL LAUSANNE
[6]  
Ould Bilal B., 2008, J. Sci. Pour Ingenieur, V9, P28, DOI [10.4314/jspi.v9i1.30056, DOI 10.4314/JSPI.V9I1.30056]
[7]   Optimally sizing of solar array and battery in a standalone photovoltaic system in Malaysia [J].
Shen, W. X. .
RENEWABLE ENERGY, 2009, 34 (01) :348-352
[8]   Optimal design and techno-economic analysis of a hybrid solar-wind power generation system [J].
Yang Hongxing ;
Zhou Wei ;
Lou Chengzhi .
APPLIED ENERGY, 2009, 86 (02) :163-169
[9]   Optimal sizing method for stand-alone hybrid solar-wind system with LPSP technology by using genetic algorithm [J].
Yang, Hongxing ;
Zhou, Wei ;
Lu, Lin ;
Fang, Zhaohong .
SOLAR ENERGY, 2008, 82 (04) :354-367