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Research on multi-interval coupling optimization of ship main dimensions for minimum EEDI

机译:最小EEDI船舶主要尺寸的多间隔耦合优化研究

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摘要

In order to improve energy-saving effect of the YUKUN ship, minimize the value of the Energy Efficiency Design Index (EEDI), while considering the impact of uncertain factors. In this research, interval analysis method is used in uncertain optimization, and main dimensions of interval optimization research for EEDI are carried out. First, multi-island genetic algorithm (MIGA), particle swarm optimization (PSO) and adaptive simulated annealing algorithm (ASA) optimization methods are used for deterministic optimization, to analyze the influence of different optimization algorithms on the optimization results and to obtain the best deterministic optimization scheme. Second, considering uncertain factors-flow velocity VW, ship's wet surface area S and total resistance coefficient Ct-the interval analysis method is used to determine the main dimensions of the optimization problem and to analyze the influence of single interval and multi-interval coupling on the EEDI. Analysis shows that an increased number of uncertain factors will increase EEDI while decrease the energy saving effect, as will the coupling effect between uncertain factors. Final value of EEDI obtained by multi-interval coupling optimization, however, can be more realistic and guarantees the reliability of the scheme of the ship's main dimensions, and also be feasible as is still below the required baseline.
机译:为了提高育羽船的节能效果,尽量减少能效设计指数(EEDI)的价值,同时考虑不确定因素的影响。在本研究中,间隔分析方法用于不确定优化,进行EEDI间隔优化研究的主要维度。首先,多岛遗传算法(MIGA),粒子群优化(PSO)和自适应模拟退火算法(ASA)优化方法用于确定性优化,分析不同优化算法对优化结果的影响,获得最佳的影响确定性优化方案。其次,考虑到不确定因素 - 流量速度大部分VW,船舶的湿表面区域S和总电阻系数CT-Interval分析方法用于确定优化问题的主要尺寸,并分析单间隔和多间隔耦合的影响eedi。分析表明,增加的不确定因素数量增加,同时降低节能效果,因为不确定因素之间的耦合效果将增加。然而,通过多间隔耦合优化获得的EEDI的最终值可能更加逼真,并保证船舶主要尺寸方案的可靠性,并且也可行,也可以仍然低于所需的基线。

著录项

  • 来源
    《Ocean Engineering》 |2021年第1期|109588.1-109588.9|共9页
  • 作者单位

    Dalian Maritime Univ Naval Architecture & Ocean Engn Coll Dalian 116026 Liaoning Peoples R China;

    Dalian Maritime Univ Naval Architecture & Ocean Engn Coll Dalian 116026 Liaoning Peoples R China|Univ Southampton Fac Engn & Phys Sci Boldrewood Innovat Campus Southampton SO16 7QF Hants England;

    Univ Southampton Fac Engn & Phys Sci Boldrewood Innovat Campus Southampton SO16 7QF Hants England;

    Dalian Maritime Univ Naval Architecture & Ocean Engn Coll Dalian 116026 Liaoning Peoples R China;

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

    EEDI; Deterministic optimization; Uncertainty; Interval analysis method; Coupling effect;

    机译:EEDI;确定性优化;不确定性;间隔分析方法;耦合效果;

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