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Design and optimization of bio-inspired wave-like channel for a PEM fuel cell applying genetic algorithm

机译:基于遗传算法的PEM燃料电池生物启发波状通道设计与优化

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摘要

Channel shape design has a significant effect on the performance of a proton exchange membrane fuel cell. Inspired by the fins of cuttlefish, a bio-inspired wave-like structure is designed and applied to the channel of fuel cells. The impact of this bio-inspired wave-like channel on fuel cell performance is investigated through a three-dimensional and non-isothermal model developed in COMSOL Multi-physics. The effects of channel center amplitude and number of wave cycles on the current density and pressure drop of fuel cells are studied. Compared with fuel cells with basic straight channel and conventional wave-like channel, the results show that fuel cell with this bio-inspired wave-like channel has high efficiency and low flow resistance, which can obtain better comprehensive performance. In addition, an optimization of the waveform for bio-inspired wave-like channel is performed by genetic algorithm in consideration of the output power and power consumption of flow. The optimal channel with a center amplitude of 0.305 mm and the number of wave cycles of 3.52 improves the output power density by 2.2%.
机译:通道形状设计对质子交换膜燃料电池的性能有重大影响。受乌贼鳍的启发,设计了一种具有生物启发性的波浪状结构,并将其应用于燃料电池的通道。通过COMSOL Multi-physics中开发的三维非等温模型研究了这种生物启发的波浪形通道对燃料电池性能的影响。研究了通道中心振幅和波周期数对燃料电池电流密度和压降的影响。结果表明,与具有基本直通道和常规波浪形通道的燃料电池相比,具有生物启发性波浪形通道的燃料电池具有高效率和低流阻,可以获得更好的综合性能。另外,考虑到输出功率和流的功耗,通过遗传算法对生物启发的波浪形通道的波形进行了优化。中心振幅为0.305毫米且波周期数为3.52的最佳通道可将输出功率密度提高2.2%。

著录项

  • 来源
    《Energy》 |2020年第1期|116670.1-116670.11|共11页
  • 作者单位

    China-EU Institute for Clean and Renewable Energy at Huazhong University of Science and Technology 430074 Wuhan China;

    School of Energy and Power Engineering Huazhong University of Science and Technology 430074 Wuhan China;

    School of Energy and Power Engineering Huazhong University of Science and Technology 430074 Wuhan China China-EU Institute for Clean and Renewable Energy at Huazhong University of Science and Technology 430074 Wuhan China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Proton exchange membrane fuel cell; Bio-inspired wave-like flow channel; Current density; Pressure drop; Genetic algorithm;

    机译:质子交换膜燃料电池;受生物启发的波浪状流动通道;当前密度;压力下降;遗传算法;

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