Optimal design of hybrid wind/photovoltaic electrolyzer for maximum hydrogen production using imperialist competitive algorithm

被引:30
|
作者
Khalilnejad, Arash [1 ]
Sundararajan, Aditya [2 ]
Sarwat, Arif I. [2 ]
机构
[1] Case Western Reserve Univ, 540 White Bldg,10900 Euclid Ave, Cleveland, OH 44106 USA
[2] Florida Int Univ, 10555 W Flagler St, Miami, FL 33174 USA
基金
美国国家科学基金会;
关键词
Electrolyzer; Hydrogen; Wind turbine; Photovoltaic; Imperialist competitive algorithm (ICA); WIND POWER-GENERATION; ENERGY-STORAGE; SIZING OPTIMIZATION; SYSTEM; PERFORMANCE; MANAGEMENT; PENETRATION; SIMULATION;
D O I
10.1007/s40565-017-0293-0
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The rising demand for high-density power storage systems such as hydrogen, combined with renewable power production systems, has led to the design of optimal power production and storage systems. In this study, a wind and photovoltaic (PV) hybrid electrolyzer system, which maximizes the hydrogen production for a diurnal operation of the system, is designed and simulated. The operation of the system is optimized using imperialist competitive algorithm (ICA). The objective of this optimization is to combine the PV array and wind turbine (WT) in a way that, for minimized average excess power generation, maximum hydrogen would be produced. Actual meteorological data of Miami is used for simulations. A framework of the advanced alkaline electrolyzer with the detailed electrochemical model is used. This optimal system comprises a PV module with a power of 7.9 kW and a WT module with a power of 11 kW. The rate of hydrogen production is 0.0192 mol/s; an average Faraday efficiency of 86.9 percent. The electrolyzer works with 53.7 percent of its nominal power. The availability of the wind for longer periods of time reflects the greater contribution of WT in comparison with PV towards the overall throughput of the system.
引用
收藏
页码:40 / 49
页数:10
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