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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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由于西非海域、墨西哥湾海域和巴西海域的海况特点存在明显差异,通用型FPSO在三个海域海况下的疲劳损伤呈现出较大差别,对通用型FPSO进行基于不同海域海况特点的疲劳损伤分析,结果表明,对于通用型FPSO,垂向弯矩对于船体结构疲劳强度的影响要比转矩的影响大得多,设计时应充分考虑垂向弯矩的影响;对于主船体关键热点,各海域不同系泊方式下的热点损伤均具有明显差异,其中多点系泊西非海域的疲劳损伤较大,巴西海域次之,墨西哥湾海域最小,内转塔系泊对应的疲劳损伤大于外转塔系泊,设计时应根据通用型FPSO的实际运行海域与系泊方式重点考虑损伤较大的海域与系泊方式。 相似文献
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渤海某FPSO的单点系泊装置固定塔架由导管架、将军柱和上部组块构成,其中将军柱是系泊力的主要承受构件之一,其结构安全至关重要。由于系泊力是典型的交变载荷,作用在结构上会产生疲劳损伤,因此有必要对将军柱进行在位期间的疲劳分析。本文提出一种长期海况下海上固定装置疲劳计算方法,通过AQWA软件建立单点系泊系统的多体耦合水动力模型模型,根据渤海的海况环境资料计算出FPSO运动时域内所受到的的系泊力;基于S-N曲线方法与Miner线性累计损伤理论,通过nCode Designlife疲劳计算软件计算将军柱结构的疲劳寿命和管节点的疲劳损伤;评估结构的疲劳强度,分析易发生疲劳的关键节点位置,并给出增加管节点疲劳寿命的建议及设计方法,为相同类型的海上固定式结构物的结构设计及疲劳分析提供有益的参考及借鉴。 相似文献
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《舰船科学技术》2020,(5)
渤海某FPSO的单点系泊装置固定塔架由导管架、将军柱和上部组块构成,其中将军柱是系泊力的主要承受构件之一,其结构安全至关重要。由于系泊力是典型的交变载荷,作用在结构上会产生疲劳损伤,因此有必要对将军柱进行在位期间的疲劳分析。本文提出一种长期海况下海上固定装置疲劳计算方法,通过AQWA软件建立单点系泊系统的多体耦合水动力模型模型,根据渤海的海况环境资料计算出FPSO运动时域内所受到的的系泊力;基于S-N曲线方法与Miner线性累计损伤理论,通过nCode Designlife疲劳计算软件计算将军柱结构的疲劳寿命和管节点的疲劳损伤;评估结构的疲劳强度,分析易发生疲劳的关键节点位置,并给出增加管节点疲劳寿命的建议及设计方法,为相同类型的海上固定式结构物的结构设计及疲劳分析提供有益的参考及借鉴。 相似文献
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文章首先采用三维频域理论分析西非海域FPSO的水动力性能,得到船体各自由度的运动响应,慢漂载荷,附加质量和势流阻尼等;随后,利用分块法将波浪散点图离散为若干个海况,基于准动态方法对多点系泊系统进行分析,得到各海况下船体的漂移和各系泊缆的张力;最后,结合前两步的计算结果,采用T-N曲线,雨流计数和Miner线性累计损伤理论对系泊缆的疲劳寿命进行预报。研究结果表明,各系泊缆的疲劳寿命沿长度方向的分布趋势基本一致,锚链顶端和触底部分的疲劳寿命较短。此外,西非海域的涌浪对系泊缆的疲劳损伤较大,系泊设计时应予以重点关注。 相似文献
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以一工作水深为375 m的转塔式浮式生产存储系统(FPSO)为例,研究了复杂系泊系统静力特性计算方法.基本思路是,首先计算出每种类型锚泊线的水平张力TH-水平跨距X曲线,以离散点的形式给出;然后依次给出上端系缆点水平移动距离,相应的计算每根锚泊线新的水平跨距,再根据这些新的水平跨距在对应的TH-X曲线中插值求出此时的每根锚泊线水平张力,将其向X轴正方向投影,合成后即得上端系缆点移动后的系泊系统X方向水平恢复力.对垂直方向的恢复力计算方法与此类似.计算结果与Dynfloat软件结果吻合得很好.此方法简单直观,容易理解,且耗时较少,比较适用于复杂系泊系统静力特性计算. 相似文献
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HUZhi-qiang GAOZhen GUYong-ning 《船舶与海洋工程学报》2003,2(1):11-18
The bow structure of FPSO moored by the single mooting system is rather complicated. There are many potential hot spots in connection parts of structures between the mooting support frame and the forecastle. Mooting forces, which are induced by wave excitation and transferred by the YOKE and the mooting support frame, may cause fatigue damage to the bow structure. Different from direct wave-induced-forces, the mooting force consists of wave frequency force (WF) and 2nd draft low frequency force (LF) , which are represented by two sets of short-term distribution respectively. Based on two sets of short-term distribution of mooting forces obtained by the model test, the fatigue damage of the bow structure of FPSO is analyzed, with emphasis on two points. One is the procedure and position selection for fatigue check, and the other is the application of new formulae for the calculation of accumulative fatigue damage caused by two sets of short-term distribution of hot spot stress range. From the results distinguished features of fatigue damage to the FPSOs bow structure can be observed. 相似文献
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The integrity of mooring chains is essential to the safety of a range of offshore platforms. However, mooring line failures are occurring earlier than their design lives, with a high number of these failures occurring due to fatigue. Early in the fatigue life of the component fatigue initiation processes occur, where the fatigue hotspot is sensitive to the mean load and there is plastic strain accumulation from the multiaxial stress-strain responses of the material, leading to cyclic plastic damage accumulation. The traditional SN approach suggested by mooring standards does not consider these effects, and it is proposed that this lack of consideration under low-cycle fatigue conditions is the reason for the current non-conservative fatigue assessments of mooring chains. This paper aims to develop a fatigue approach based on a critical plane multiaxial fatigue criterion for mooring chains that can consider the damage-induced by the cyclic plasticity and the mean load effect, to investigate the importance of incorporating low-cycle fatigue into the mooring chain life prediction. To develop the critical plane approach, the multiaxial stress-strain states are extracted for the critical plane at the fatigue hotspot from a finite element model of a mooring chain. This is then correlated with a fatigue life prediction provided by conventional fatigue design data. It uses a simulation of an FPSO as a case study to demonstrate the importance of low cycle fatigue, which shows that the mean load effect is significant in reducing the fatigue life for mooring chain applications, while the effect of fatigue damage-induced cyclic plasticity is limited. The fatigue damage accumulation predicted by the critical plane approach is significantly higher than that of the traditional SN approach and should be accounted for in mooring line design. 相似文献
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利用水动力分析软件AQWA研究了内转塔式单点系泊参数对海上浮式生产储油船FPSO(floating production,storage and affcoading system)系统动力效应的影响特性,定量分析了内转塔位置、系泊缆材料分布、系泊缆预张力、系泊缆数量、系泊缆布置形式等参数对FPSO系统动力效应的影响,对每个系泊参数采取多个特征量进行比较分析,计算结果表明:转塔位置距船艏柱25%Lpp时风标效应及定位效果最好,多成分系泊缆材料分布采取下端钢链9%、聚酯缆90%、上端钢链1%时,系泊缆数量取9根且为3组×3根/组布置时定位效果最好,缆绳受力最小.以FPSO水平偏移量与系泊缆的安全系数为目标,提出了一套系泊系统的优选方案,计算结果表明系泊性能优良,与初步设计方案相比有了显著地提高.文中的计算及分析结果对内转塔式FPSO系泊系统的设计具有一定指导意义. 相似文献
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