Methodology for optimal sizing of stand-alone photovoltaic/wind-generator systems using genetic algorithms

被引:496
作者
Koutroulis, Eftichios [1 ]
Kolokotsa, Dionissia
Potirakis, Antonis
Kalaitzakis, Kostas
机构
[1] Tech Univ Crete, Dept Elect & Comp Engn, GR-73100 Khania, Greece
[2] Technol Educ Inst Crete, Dept Nat Resources & Environm, GR-73133 Khania, Greece
关键词
photovoltaic power systems; wind power generation; genetic algorithms;
D O I
10.1016/j.solener.2005.11.002
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
A methodology for optimal sizing of stand-alone PV/WG systems is presented. The purpose of the proposed methodology is to suggest, among a list of commercially available system devices, the optimal number and type of units ensuring that the 20-year round total system cost is minimized subject to the constraint that the load energy requirements are completely covered, resulting in zero load rejection. The 20-year round total system cost is equal to the sum of the respective components capital and maintenance costs. The cost (objective) function minimization is implemented using genetic algorithms, which, compared to conventional optimization methods such as dynamic programming and gradient techniques, have the ability to attain the global optimum with relative computational simplicity. The proposed method has been applied for the design of a power generation system which supplies a residential household. The simulation results verify that hybrid PV/WG systems feature lower system cost compared to the cases where either exclusively WG or exclusively PV sources are used. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1072 / 1088
页数:17
相关论文
共 16 条
[1]  
[Anonymous], 1994, SOLAR ELECT
[2]  
[Anonymous], SOLAR ELECTRICITY EN
[3]   Sizing of a stand-alone hybrid wind-photovoltaic system using a three-event probability density approximation [J].
Bagul, AD ;
Salameh, ZM ;
Borowy, B .
SOLAR ENERGY, 1996, 56 (04) :323-335
[4]   Methodology for optimally sizing the combination of a battery bank and PV array in a Wind/PV hybrid system [J].
Borowy, BS ;
Salameh, ZM .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1996, 11 (02) :367-373
[5]   Unit sizing and control of hybrid wind-solar power systems [J].
Chedid, R ;
Rahman, S .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1997, 12 (01) :79-85
[6]   A peak power tracker for small wind turbines in battery charging applications [J].
De Broe, AM ;
Drouilhet, S ;
Gevorgian, V .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1999, 14 (04) :1630-1635
[7]   CONTROLLED AC DRIVES WITH RIDE-THROUGH CAPABILITY AT POWER INTERRUPTION [J].
HOLTZ, J ;
LOTZKAT, W ;
STADTFELD, S .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1994, 30 (05) :1275-1283
[8]   Generation unit sizing and cost analysis for stand-alone wind, photovoltaic, and hybrid wind/PV systems [J].
Kellogg, WD ;
Nehrir, MH ;
Venkataramanan, G ;
Gerez, V .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1998, 13 (01) :70-75
[9]   The economics of photovoltaic stand-alone residential households: A case study for various European and Mediterranean locations [J].
Lazou, AA ;
Papatsoris, AD .
SOLAR ENERGY MATERIALS AND SOLAR CELLS, 2000, 62 (04) :411-427
[10]   A comparison of genetic algorithms with conventional techniques on a spectrum of power economic dispatch problems [J].
Li, F .
EXPERT SYSTEMS WITH APPLICATIONS, 1998, 15 (02) :133-142