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

Arash Khalilnejad, Aditya Sundararajan, Arif I. Sarwat

Research output: Contribution to journalArticlepeer-review

40 Scopus citations

Abstract

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.

Original languageEnglish
Pages (from-to)40-49
Number of pages10
JournalJournal of Modern Power Systems and Clean Energy
Volume6
Issue number1
DOIs
StatePublished - Jan 1 2018
Externally publishedYes

Funding

This work is supported by the National Science Foundation (No. 1553494). Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation. CrossCheck date: 8 Feburary 2017 Acknowledgment This work is supported by the National Science Foundation (No. 1553494). Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation.

FundersFunder number
National Science Foundation151108, 1553494

    Keywords

    • Electrolyzer
    • Hydrogen
    • Imperialist competitive algorithm (ICA)
    • Photovoltaic
    • Wind turbine

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