Multi-objective design of PV-wind-diesel-hydrogen-battery systems

被引:392
作者
Dufo-Lopez, Rodolfo [1 ]
Bernal-Agustin, Jose L. [1 ]
机构
[1] Univ Zaragoza, Dept Elect Engn, Zaragoza 50018, Spain
关键词
hybrid systems; multi-objective design; multi-objective evolutionary algorithms; genetic algorithms;
D O I
10.1016/j.renene.2008.02.027
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents, for the first time, a triple multi-objective design of isolated hybrid systems minimizing, simultaneously, the total cost throughout the useful life of the installation, pollutant emissions CO2) and unmet load. For this task, a multi-objective evolutionary algorithm (MOEA) and a genetic algorithm (GA) have been used in order to find the best combination of components of the hybrid system and control strategies. As an example of application, a complex PV-wind-diesel-hydrogen-battery system has been designed, obtaining a set of possible solutions (Pareto Set). The results achieved demonstrate the practical utility of the developed design method. (c) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2559 / 2572
页数:14
相关论文
共 27 条
[1]  
[Anonymous], 2004, SOLVE IT MODERN HEUR, DOI DOI 10.1007/978-3-662-07807-5
[2]  
Back T., 2000, EVOLUTIONARY COMPUTA, V1
[3]   Design of isolated hybrid systems minimizing costs and pollutant emissions [J].
Bernal-Agustin, Jose L. ;
Dufo-Lopez, Rodolfo ;
Rivas-Ascaso, David M. .
RENEWABLE ENERGY, 2006, 31 (14) :2227-2244
[4]  
Coello C.A., 2002, Evolutionary Algorithms for Solving Multi-Objective Problems
[5]  
Collette Y., 2004, Multi-objective optimization, V2, DOI DOI 10.1007/978-3-662-08883-8
[6]   SIMPLE RAINFLOW COUNTING ALGORITHMS [J].
DOWNING, SD ;
SOCIE, DF .
INTERNATIONAL JOURNAL OF FATIGUE, 1982, 4 (01) :31-40
[7]   Design and control strategies of PV-Diesel systems using genetic algorithms [J].
Dufo-López, R ;
Bernal-Agustín, JL .
SOLAR ENERGY, 2005, 79 (01) :33-46
[8]   Optimization of control strategies for stand-alone renewable energy systems with hydrogen storage [J].
Dufo-Lopez, Rodolfo ;
Bernal-Agustin, Jose L. ;
Contreras, Javier .
RENEWABLE ENERGY, 2007, 32 (07) :1102-1126
[9]  
DUFOLOPEZ R, 2007, THESIS U SARAGOSSA
[10]   Performance evaluation of hybrid (wind/solar/diesel) power systems [J].
Elhadidy, MA .
RENEWABLE ENERGY, 2002, 26 (03) :401-413