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The application of multi-objective robust design methods in ship design

机译:多目标鲁棒设计方法在船舶设计中的应用

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摘要

When designing large complex vessels, the evaluation of a particular design can be both complicated and time consuming. Designers often resort to the use of concept design models enabling both a reduction in complexity and time for evaluation. Various optimisation methods are then typically used to explore the design space facilitating the selection of optimum or near optimum designs. It is now possible to incorporate considerations of seakeeping, stability and costs at the earliest stage in the ship design process. However, to ensure that reliable results are obtained, the models used are generally complex and computationally expensive. Methods have been developed which avoid the necessity to carry out an exhaustive search of the complete design space. One such method is described which is concerned with the application of the theory of Design Of Experiments (DOE) enabling the design space to be efficiently explored. The objective of the DOE stage is to produce response surfaces which can then be used by an optimisation module to search the design space. It is assumed that the concept exploration tool whilst being a simplification of the design problem, is still sufficiently complicated to enable reliable evaluations of a particular design concept. The response surface is used as a representation of the concept exploration tool, and by it's nature can be used to rapidly evaluate a design concept hence reducing concept exploration time. While the methodology has a wide applicability in ship design and production, it is illustrated by its application to the design of a catamaran with respect to seakeeping. The paper presents results exploring the design space for the catamaran. A concept is selected which is robust with respect to the Relative Bow Motion (RBM), the heave, pitch and roll at any particular waveheading. The design space is defined by six controllable design parameters; hull length, breadth to draught ratio, distance between demihull centres, coefficient of waterplane, longitudinal centre of floatation, longitudinal centre of buoyancy, and by one noise parameter, the waveheading. A Pareto-optimal set of solutions is obtained using RBM, heave, pitch and roll as criteria. The designer can then select from this set the design which most closely satisfies their requirements. Typical solutions are shown to yield average reductions of over 25% in the objective functions when compared to earlier results obtained using conventional optimisation methods.
机译:在设计大型复杂容器时,对特定设计的评估既复杂又耗时。设计师经常求助于概念设计模型的使用,从而降低了复杂性并缩短了评估时间。然后通常使用各种优化方法来探索设计空间,以方便选择最佳或接近最佳的设计。现在可以在船舶设计过程的最早阶段就考虑到海上维护,稳定性和成本。但是,为了确保获得可靠的结果,所使用的模型通常很复杂且计算量很大。已经开发出了避免对整个设计空间进行详尽搜索的方法。描述了一种这样的方法,该方法与实验设计理论(DOE)的应用有关,该理论使得能够有效地探索设计空间。 DOE阶段的目标是产生响应面,然后优化模块可以使用这些响应面来搜索设计空间。假设概念探索工具虽然是设计问题的简化,但仍然足够复杂,无法对特定设计概念进行可靠的评估。响应面用作概念探索工具的表示,并且其本质可以用于快速评估设计概念,从而减少了概念探索时间。尽管该方法在船舶设计和生产中具有广泛的适用性,但其在海上航行的双体船设计中的应用说明了这一方法。本文提出了探索双体船设计空间的结果。选择一个相对于相对弓弦运动(RBM),在任何特定波头处的起伏,俯仰和横滚都具有鲁棒性的概念。设计空间由六个可控制的设计参数定义。船体长度,宽度与吃水深度的比值,船身中心之间的距离,水上飞机系数,漂浮的纵向中心,纵向的浮力中心,以及一个噪声参数,即波头。使用RBM,升沉,俯仰和横滚作为标准,获得帕累托最优解集。然后,设计者可以从该集合中选择最能满足其要求的设计。与使用常规优化方法获得的较早结果相比,典型解决方案的目标函数显示出平均减少超过25%的结果。

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