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首页> 外文期刊>International journal of hydrogen energy >Optimization of Type 4 composite pressure vessels using genetic algorithms and simulated annealing
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Optimization of Type 4 composite pressure vessels using genetic algorithms and simulated annealing

机译:利用遗传算法和模拟退火优化4型复合压力容器

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摘要

We propose and demonstrate two methodologies for weight minimization of Type 4 (plastic lined, fiber wrapped) compressed hydrogen pressure vessels: genetic algorithms and simulated annealing. We consider 70 MPa vessels with a safety factor of 2.25, and analyze the vessels with classical laminate theory. We propose an objective function based on Tsai-Wu criterion, composite thickness, a safety factor, and a penalization factor. The optimum results are analyzed and compared by a high resolution finite element model. Computer simulations show that the proposed methodology produces more efficient designs by reducing the weight by up to 9.8% and 11.2% when compared to previously published vessel optimization research. (C) 2017 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved.
机译:我们提出并演示了两种用于最小化4型(塑料衬里,纤维包裹)压缩氢气压力容器的重量的方法:遗传算法和模拟退火。我们考虑安全系数为2.25的70 MPa容器,并使用经典层压理论对容器进行分析。我们提出了基于蔡-吴准则,复合材料厚度,安全系数和惩罚系数的目标函数。通过高分辨率有限元模型分析并比较了最佳结果。计算机仿真表明,与以前发表的船舶优化研究相比,所提出的方法可将重量减少多达9.8%和11.2%,从而产生了更有效的设计。 (C)2017氢能出版物有限公司。由Elsevier Ltd.出版。保留所有权利。

著录项

  • 来源
    《International journal of hydrogen energy》 |2017年第24期|15770-15781|共12页
  • 作者单位

    Univ Guanajuato, Sch Engn, Comunidad Palo Blanco, Campus Irapuato Salamanca, Salamanca 36885, Gto, Mexico;

    Lawrence Livermore Natl Lab, Livermore, CA USA;

    Univ Guanajuato, Sch Engn, Comunidad Palo Blanco, Campus Irapuato Salamanca, Salamanca 36885, Gto, Mexico;

    Univ Guanajuato, Sch Engn, Comunidad Palo Blanco, Campus Irapuato Salamanca, Salamanca 36885, Gto, Mexico;

    Univ Guanajuato, Sch Engn, Comunidad Palo Blanco, Campus Irapuato Salamanca, Salamanca 36885, Gto, Mexico;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Type 4 vessel; Optimization; Genetic algorithm; Simulated annealing;

    机译:四型船;优化;遗传算法;模拟退火;

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