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A differential evolution model for optimising the size and cost of electrolysers coupled with offshore wind farms

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Abstract

Green hydrogen is a potential means to reduce CO2 emissions by replacing fossil fuels in energy systems and other applications. For combined electrolyser – wind farm green hydrogen plants, choosing the appropriate electrolyser capacity is critical in order to minimise hydrogen production costs. This study develops and applies a novel optimisation method using differential evolution combined with a detailed model in order to minimise the levelised cost of hydrogen production from offshore wind energy. Two concepts are considered based on offshore wind farms combined with onshore or offshore electrolysers. In the offshore electrolyser concept, the most suitable electrolyser capacity was found to be 91.41 % of wind farm capacity. In the onshore electrolyser concept, the optimal value was 94.54 %. The differential evolution algorithm was observed to rapidly converge to a solution within six iterations demonstrating its suitability for application in sizing of hybrid wind-hydrogen plants.

Original languageEnglish
Pages (from-to)318-330
Number of pages13
JournalInternational Journal of Hydrogen Energy
Volume124
DOIs
Publication statusPublished - 1 May 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy
  2. SDG 13 - Climate Action
    SDG 13 Climate Action

Keywords

  • Economic assessment
  • Green hydrogen production
  • Offshore wind
  • Optimising electrolyser size

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