Optimal design of a reliable hydrogen-based stand-alone wind/PV generating system, considering component outages

被引:283
作者
Kaviani, A. Kashefi [1 ]
Riahy, G. H. [1 ]
Kouhsari, S. H. M. [1 ]
机构
[1] Amirkabir Univ Technol, Dept Elect Engn, Renewable Energy Res Lab, Tehran Polytech, Tehran, Iran
关键词
Hybrid PV/WG systems; Hydrogen-based storage system; Forced outage rate; Optimal design; Particle swarm optimization; Reliability; PARTICLE SWARM OPTIMIZATION; ENERGY-UTILIZATION; COST-ANALYSIS; HYBRID; SIMULATION; MANAGEMENT; STORAGE; PV;
D O I
10.1016/j.renene.2009.03.020
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A hybrid wind/photovoltaic/fuel cell generation system is designed to supply power demand. The aim of this design is minimization of annualized cost of the hybrid system over its 20 years of operation. Optimization problem is subject to reliable supply of the demand. Three major components of the system, i.e. wind turbine generators, photovoltaic arrays, and DC/AC converter, may be subject to failure. Also, solar radiation, wind speed, and load data are assumed entirely deterministic. System costs involve investments, replacement, and operation and maintenance as well as loss of load costs. Prices are all empirical and components are commercially available. An advanced variation of Particle Swarm Optimization algorithm is used to solve the optimization problem. Results reveal the impact of component outages on the reliability and cost of the system, so they are directly dependent on components' reliabilities, i.e. outages result in need for a larger generating system for supplying the load with the acceptable reliability. Additionally, it is observed that the inverter's reliability is an upper limit for the system's reliability. Moreover, an approximate method for reliability evaluation of the hybrid system is proposed which considerably reduces the time and computations. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2380 / 2390
页数:11
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