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11.
基于神经网络和遗传算法的系泊线长度参数优化 总被引:1,自引:0,他引:1
摘 要: 针对多成分系泊线三段长度如何取值的问题,采用一种基于神经网络和遗传算法对深海多成分锚泊系统长度进行优化。应用AQWA软件计算多点系泊FPSO,其时域结果直接用于训练BP神经网络。从而利用神经网络的非线性映射功能构建替代锚泊时域计算网络,大大缩短了优化所需的时间。以FPSO最小平面运动值为目标函数,锚链破断强度作为约束条件,采用遗传算法优化系泊长度。计算结果表明,与传统设计的锚泊长度相比,优化后FPSO在各个浪向下纵荡横荡值均能减少20%以上。
关键词:系泊;神经网络;遗传算法;优化 相似文献
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Traditionally, the design of mooring lines and risers of floating production systems (FPS) has been performed separately, by different teams, employing uncoupled analysis tools that do not consider the nonlinear interaction between the platform hull and the mooring lines and risers. Design processes have been focused on fulfilling the design criteria of the respective component (mooring/riser) alone, with few or no consideration to the other component, and little interaction between the design teams. Nowadays the importance of employing analysis tools based on coupled formulations is widely recognized, and analysis strategies have been proposed to consider feedback between mooring lines and risers within their respective design processes.In this context, this work details a proposal of one single and fully integrated design methodology for mooring systems and risers for deep-water FPS. In this methodology, the design stages of both risers and mooring lines are incorporated in a single spiral, allowing the full interaction of different teams; mooring design implicitly considers the riser integrity, and vice-versa, leading to gains in efficiency and cost reduction.Different analysis strategies are employed, taking advantage of uncoupled and coupled numerical models. The models generated at the initial/intermediate design stages can be reused in subsequent stages: simpler models are used in the initial stages, and more refined models are gradually introduced, to reach an ideal balance between computational cost and accuracy of results. In the advanced stages, the exchange of information between mooring/riser also allows the definition of criteria for the selection of governing/critical loading cases to be revised and verified in detail. This leads to the reduction of the original loading case matrix, allowing a feasible use of time-consuming fully coupled analysis.Results of a case study illustrating the application of some of the main processes of the methodology are included. 相似文献
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对于桥梁静荷载试验,试验规范推荐的分级加载方法不能确保在分级加载过程中桥梁结构的多个控制截面同时是安全的。将所有加载车的加载位置比拟成一个广义的点,使得安全动态加载的问题转化成求解安全加载域边界的几何问题,从而很容易计算出安全加载路径。分析安全加载域的定义及计算。 相似文献
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根据影响车辆随机动态荷载的主要因素,在设定的多层次指标体系的基础上,将层次分析法(AHP)用于随机动态荷载的评定中。该方法将复杂的车辆随机动态荷载问题分解成若干层次,在各层次上对随机动态荷载进行定量分析。根据分析结果,建立了随机动态荷载的分级标准,为合理荷载模型的确定提供了依据。 相似文献
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Toshiyuki?Shigemi Tingyao?ZhuEmail author 《Journal of Marine Science and Technology》2004,9(3):95-108
ClassNK has undertaken wide-ranging basic research covering many aspects related to the safety of ship structures, including design loads, structural analysis, strength assessment of buckling, collapse, and fatigue, and rational corrosion margins to develop new design standards which have transparency and consistency. Among the wide-ranging basic research, this article summarizes the results of extensive work on the design loads used for strength assessments of tanker and bulk carrier structures. The main aim of the research was to develop practical estimation methods of design loads with rational technical backgrounds relating to the actual loads acting on the primary structural members of tankers and bulk carriers. During this study, we proposed the following methodology. Design sea states that closely resemble the actual sea states which are considered to be the most severe for hull structures. Find practical estimation methods for the design sea states by parametric studies using the results of series calculations on representative tankers and bulk carriers. Find practical estimation methods for design regular waves which will result in the same level of stresses as those induced in irregular waves under the design sea states. We also briefly introduced some practical estimation methods for the design loads, such as ship motions, accelerations, hull-girder bending moments, and hydrodynamic pressures that are induced under design regular waves. The findings in this study have been summarized and implemented in the new design standards for tanker and bulk carrier structures.Updated from the Japanese original which won the 2003 SNAJ prize (J Soc Nav Archit Jpn 2002; 191:195–207; 2002; 191:208–220; and 2002; 192:723–733) 相似文献