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

被引：397

作者：

Dufo-Lopez, Rodolfo ^{[1
]}

Bernal-Agustin, Jose L. ^{[1
]}

机构：

[1] Univ Zaragoza, Dept Elect Engn, Zaragoza 50018, Spain

来源：

RENEWABLE ENERGY | 2008年 / 33卷 / 12期

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

页码：2559 / 2572

页数：14

共 27 条

[21] A combined optimisation concept for the design and operation strategy of hybrid-PV energy systems [J].

SeelingHochmuth, GC .

SOLAR ENERGY, 1997, 61 (02) :77-87

[22]

Skarstein O., 1989, Wind Engineering, V13, P72

[23]

Sonntag RE, 2002, Fundamentals of Thermodynamics

[24]

Thiele L, 2001, TIK-Report 103, DOI [DOI 10.3929/ETHZ-A-004284029, 10.3929/ethz-a-004284029]

[25] Life prediction of batteries for selecting the technically most suitable and cost effective battery [J].

Wenzl, H ;

Baring-Gould, I ;

Kaiser, R ;

Liaw, BY ;

Lundsager, P ;

Manwell, J ;

Ruddell, A ;

Svoboda, V .

JOURNAL OF POWER SOURCES, 2005, 144 (02) :373-384

[26] Multiobjective evolutionary algorithms: A comparative case study and the Strength Pareto approach [J].

Zitzler, E ;

Thiele, L .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 1999, 3 (04) :257-271

[27]

HOMER HYBRID OPTIMIZ

← 1 2 3 →