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Volume 6B: Ocean Engineering最新文献

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Experimental Study on Cavitation Motion of Underwater Vehicle With Protrusions 带突出物的水下航行器空化运动实验研究
Pub Date : 2020-12-18 DOI: 10.1115/omae2020-18699
Qu Zhaoyu, N. Gan, Yingyu Chen, N. Yang
For underwater vehicles with protrusions (external structure), the geometric shape of the protrusions is bound to affect the local flow field of the vehicles during the moving process of the vehicles, thus affecting the generation, development and collapse of cavitation around the vehicles. The cavitation may break, fall off and collapse randomly, and other local movements may affect the motion attitude of the underwater vehicle. It is an effective method to study fluid dynamics to simulate prototype cases with small scale models. In this paper, we mainly use the small scale model test method to explore the cavitation motion characteristics of the vehicle in water with protrusions. Through the establishment of a set of vehicle motion test equipment under reduced pressure, a series of experiments were conducted on this basis to explore the motion characteristics of vehicle cavitation under different bump shapes. In this study, two high-speed cameras were used to simultaneously record cavitation generation, development, collapse and other characteristics, to analyze the bubble generation mechanism and scale characteristics caused by the bulge, and then to study the influence of cavitation induced by the bulge on the motion attitude of the vehicle.
对于具有突出物(外部结构)的水下航行体,突出物的几何形状必然会影响航行体在运动过程中的局部流场,从而影响航行体周围空泡的产生、发展和瓦解。空泡可能会随意破裂、脱落和崩塌,以及其他局部运动可能会影响潜航器的运动姿态。用小比例尺模型模拟样机是研究流体力学的一种有效方法。本文主要采用小比例尺模型试验的方法来探讨车辆在有凸起的水中的空化运动特性。通过建立一套减压下的车辆运动试验设备,在此基础上进行了一系列试验,探索不同凹凸形状下车辆空化的运动特性。本研究采用两台高速摄像机同时记录空化的产生、发展、坍缩等特征,分析鼓泡产生机理及鼓泡引起的尺度特征,进而研究鼓泡引起的空化对车辆运动姿态的影响。
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引用次数: 0
Hydrodynamic Analysis of Macroalgae Local Model Using Computational Fluid Dynamics 基于计算流体动力学的大型藻类局部模型水动力学分析
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-19279
Ming Chen, S. Yim, D. Cox, Zhaoqing Yang, T. Mumford
In this article, a local scale, fully nonlinear coupled fluid-structural interaction (FSI) sugar kelp model has been developed using a computational fluid dynamics (CFD) method. In this model, to be consistent with available experimental data, the sugar kelp is approximated as elongated rectangles with smoothed isosceles triangles at the ends and a single kelp model with one end fixed in a channel with constant current model is developed. Several different current speeds are simulated, and the resulting drag forces and calculated drag coefficients are validated by comparison with experimental data from the literature. In a previous study, a global scale model was developed using a computational structural dynamics (CSD) method to simulate macroalgae farming system and guide the system configuration design. In the global scale model, the hydrodynamic forces are calculated using Morison’s equation and the kinematics and dynamics of the sugar kelp are simplified and the group of kelps attached to the long line is modeled as a slender structure with the same length and an effective diameter such that the volumes are consistent with the real physical system. This simplified model matches the weight and buoyancy but adjusting the hydrodynamic properties when the general hydrodynamic coefficients are employed. Therefore, optimal hydrodynamic coefficients used in global scale model were determined to obtain the hydrodynamic force more accurately. The validated local scale model is then be applied to determine the hydrodynamic coefficients of the simplified sugar kelp model for global dynamic analysis.
本文采用计算流体力学(CFD)方法建立了局部尺度的全非线性耦合流固耦合(FSI)模型。在该模型中,为了与已有的实验数据保持一致,将糖海带近似为一端为光滑等腰三角形的细长矩形,并建立了一端固定在恒流通道中的单个海带模型。模拟了几种不同的电流速度,并与文献中的实验数据进行了比较,验证了所得阻力和计算阻力系数。在前人的研究中,利用计算结构动力学(CSD)方法建立了一个全局尺度模型来模拟大型藻类养殖系统,指导系统配置设计。在全局尺度模型中,采用Morison方程计算水动力,简化了糖海带的运动学和动力学,将附着在长线上的海带群建模为具有相同长度和有效直径的细长结构,使其体积与真实物理系统一致。当采用一般水动力系数时,简化模型匹配了重量和浮力,但调整了水动力特性。因此,确定全局尺度模型的最优水动力系数,以更准确地获得水动力。然后应用验证的局部尺度模型确定简化糖藻模型的水动力系数,进行全局动力分析。
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引用次数: 2
Data Assimilation for Phase-Resolved Ocean Wave Forecast 相位分辨海浪预报的资料同化
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-18724
Guangyao Wang, Yulin Pan
The phase-resolved prediction of ocean waves is crucial for the safety of offshore operations. With the development of the remote sensing technology, it is now possible to reconstruct the phase-resolved ocean surface from radar measurements in real time. Using the reconstructed ocean surface as the initial condition, nonlinear wave models such as the high-order spectral (HOS) method can be applied to predict the evolution of the ocean waves. However, due to the error in the initial condition (associated with the radar measurements and reconstruction algorithm) and the chaotic nature of the nonlinear wave equations, the prediction by HOS can deviate quickly from the true surface evolution (in order of one minute). To solve this problem, the capability to regularly incorporate measured data into the HOS simulation through data assimilation is desirable. In this work, we develop the data assimilation capability for nonlinear wave models, through the coupling of an ensemble Kalman filter (EnKF) with HOS. The developed algorithm is validated and tested using a synthetic problem on the simulation of a propagating Stokes wave with random initial errors. We show that the EnKF-HOS method achieves much higher accuracy in the long-term simulation of nonlinear waves compared to the HOS-only method.
海浪的相位分辨预报对海上作业的安全至关重要。随着遥感技术的发展,利用雷达测量数据实时重建相位分辨海洋表面已成为可能。以重建的海面为初始条件,采用高阶谱(HOS)方法等非线性波浪模型预测海浪的演变。然而,由于初始条件的误差(与雷达测量和重建算法有关)和非线性波动方程的混沌性质,HOS预测可能很快偏离真实的地表演变(以一分钟为单位)。为了解决这一问题,需要通过数据同化将测量数据定期纳入HOS模拟。在这项工作中,我们通过集成卡尔曼滤波器(EnKF)与HOS的耦合,开发了非线性波模型的数据同化能力。通过模拟具有随机初始误差的Stokes波传播的综合问题,对该算法进行了验证和测试。研究结果表明,EnKF-HOS方法在非线性波的长期模拟中比单纯的hos方法具有更高的精度。
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引用次数: 2
Study on the Parametric Rolling of Medium-Sized Containership Based on Nonlinear Time Domain Analysis 基于非线性时域分析的中型集装箱船参数滚动研究
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-18067
Seung-Ho Yang
The numerical analysis of parametric rolling of medium-sized containership has been carried out. Target containership was modeled by using two different numerical models, which are nonlinear numerical model and simplified dynamic mathematical model respectively. The simulations were performed in full-loaded operating condition for regular and irregular waves. For regular waves, the analysis was conducted with a wide range of wave periods including the vicinity of the wave period expected to cause parametric rolling of the target containership. On the other hand, regarding irregular waves, the wave period range that is highly likely to occur according to significant wave height was selected and used as input values of wave spectrum for nonlinear time domain analysis. The analysis results are summarized as wave height versus wave period diagrams with the occurrences of parametric rolling motions for each speed. And also, time series based on time domain analysis are represented and compared between nonlinear numerical model and simplified dynamic mathematical model. In addition, the sensitivity of key parameters such as vessel speed, wave period, and roll damping to parametric rolling was investigated and estimated under operating condition. Finally, when the parametric rolling occurred, the characteristics of heave, pitch, and roll motions were analyzed. This study could be used as the basic data for determining the operational conditions for safe operation as well as initial design of the medium-sized containership.
对中型集装箱船的参数滚压进行了数值分析。采用非线性数值模型和简化动态数学模型两种不同的数值模型对目标集装箱船进行建模。对规则波和不规则波进行了满载工况下的模拟。对于规则波,分析的波浪周期范围很广,包括可能引起目标集装箱船参数滚动的波浪周期附近。另一方面,对于不规则波,根据显著波高选取极有可能发生的波周期范围作为波谱输入值,进行非线性时域分析。分析结果总结为波高与波周期的关系图,以及在每个速度下参数滚动运动的发生情况。对基于时域分析的时间序列进行了表征,并对非线性数值模型和简化的动态数学模型进行了比较。此外,研究了船舶航速、波浪周期、横摇阻尼等关键参数对参数横摇的敏感性,并在运行条件下进行了估计。最后,分析了参数横摇发生时的垂荡、俯仰和横摇运动特性。研究结果可作为确定中型集装箱船安全运行工况和初始设计的基础数据。
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引用次数: 0
Experimental Study on the Effects of Mooring System on Air Gap Response of Semi-Submersible Platform 系泊系统对半潜式平台气隙响应影响的实验研究
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-18814
Xu Li, Longfei Xiao, Handi Wei, Mingyue Liu
The air gap response is crucial for the safe design and operation of large-volume floating platforms such as semi-submersible and tension leg platforms. It is a complex task to perform numerical simulation on the air gap response considering the wave free surface elevation and the motions of the floating vessel. Therefore, the prediction of air gap response still relies heavily on model tests. This paper attempts to investigate the effects of the mooring system, especially the effects of the length of mooring lines, on the air gap response of semi-submersible platform based on model tests results. The scaled model of the semi-submersible platform is supported by a symmetric mooring system composed of 8 mooring lines. A set of model tests with different length of mooring lines was performed in the State Key Laboratory of Ocean Engineering basin at Shanghai Jiao Tong University, and the air gap responses of 15 locations were measured using wave probes. The results indicate that the mooring system plays an important role in the air gap response of semi-submersible platform.
气隙响应对于半潜式平台和张力腿平台等大型浮式平台的安全设计和运行至关重要。考虑波浪自由面高程和浮船运动对气隙响应进行数值模拟是一项复杂的任务。因此,气隙响应的预测在很大程度上仍然依赖于模型试验。本文试图在模型试验的基础上,研究系泊系统对半潜式平台气隙响应的影响,特别是系泊绳长度的影响。半潜式平台的缩尺模型由8根系泊线组成的对称系泊系统支撑。在上海交通大学海洋工程国家重点实验室进行了一组不同系泊绳长度的模型试验,利用波浪探头测量了15个位置的气隙响应。结果表明,系泊系统对半潜式平台气隙响应起着重要作用。
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引用次数: 0
Optimization-Based Multi-Attribute Decision Making for the 7th Generation Semi-Submersible Drilling Unit 基于优化的第七代半潜式钻井平台多属性决策
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-18634
Xun Meng, Pin Tang, Dejiang Li, Yu Xu, Q. Fu
The 7th generation semi-submersible drilling units (CSDU) are characteristic of deeper drilling depth, site locations and higher operational efficiency, compared with the last generation ones. Given the enormous live loads change and increasing trend of main size dimensions, considerable optimization should be deployed to achieve a balance of economy, safety and good work performance. Trial calculation and definite assessment to check whether alternative schemes meet the requirements turns out to be ineffective, for the case by case study of hydrodynamic and structure strength analysis is time consuming. In the paper, an integrated optimal design model is formulated by merging multi-objective optimization and multi-attribute decision making into one. A predesigned parametric Finite Element Analysis (FEA) structural model of CSDU is developed and validated and then coupled with detailed hydrodynamic analysis. Three mutually conflicting design objectives are arrived by hydrodynamic solutions. They are stability, hydrodynamic performance and steel consumption, which are screened to obtain Pareto optimality. The Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) is applied to incorporate these optimal attributes into decision-making process, considering all criteria in terms of quantitative stability, hydrodynamic performance and qualitative economy. The objective entropy coefficient measuring the importance of different attributes is introduced into weight selection for the purpose of avoiding non-determinacy and optional judgements. The optimal solutions are further verified with main dimensions of CSDUs in service and also could give predictive suggestion for the new CSDUs. The study provides a more objective way of benchmarking different structural schemes of CSDU by considering multiple criteria simultaneously. It is demonstrated that the proposed structural optimization model is capable of effectively and accurately determining the optimal design of CSDU.
与上一代半潜式钻井装置相比,第7代半潜式钻井装置具有钻井深度更深、现场位置更优、作业效率更高的特点。考虑到活载的巨大变化和主要尺寸尺寸的增加趋势,需要进行大量的优化,以实现经济、安全和良好的工作性能的平衡。由于水动力和结构强度的逐例分析耗时长,验证备选方案是否满足要求的试算和确定评估是无效的。本文将多目标优化和多属性决策合二为一,建立了一个综合优化设计模型。建立并验证了预设计的CSDU结构参数化有限元分析模型,并进行了详细的水动力分析。三个相互冲突的设计目标由水动力解得到。它们分别是稳定性、水动力性能和钢材消耗,通过筛选得到Pareto最优。运用TOPSIS (Order Preference by Similarity by a Ideal Solution)技术将这些最优属性纳入决策过程,同时考虑了定量稳定性、流体动力性能和定性经济性。在权重选择中引入衡量不同属性重要性的客观熵系数,避免了不确定性和选择性判断。最后用在役csdu的主要尺寸进一步验证了最优解,并为新型csdu提供了预测建议。该研究通过同时考虑多个标准,为CSDU不同结构方案的对标提供了一种更为客观的方法。结果表明,所建立的结构优化模型能够有效、准确地确定CSDU的优化设计。
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引用次数: 0
Development of Strong Mooring Rope With Embedded Electric Cable 嵌入式电缆系泊强缆的研制
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-19319
I. Yamamoto, T. Kosaka, Hirofumi Nakatsuka, P. Halswell, L. Johanning, S. Weller
Synthetic fibre ropes are in widespread use in maritime applications ranging from lifting to temporary and permanent mooring systems for vessels, fish farm, offshore equipment and platforms. The selection of synthetic ropes over conventional steel components is motivated by several key advantages including selectable axial stiffness, energy absorption and hence load mitigation, fatigue resistance and low unit cost. The long-term use of ropes as safety critical components in potentially high dynamic loading environments necessitates that new designs are verified using stringent qualification procedures. The International Organization for Standardization (ISO) is one certification body that has produced several guidelines for the testing of synthetic ropes encompassing quasi-static and dynamic loading as well as fatigue cycling. The paper presents the results of tension-tension tests carried out to ISO 2307:2010, ISO 18692:2007(E) and ISO/TS 19336:2015(E) on 12-strand rope with embedded electric cable constructions manufactured by Ashimori Industry Co. Ltd from Vectran fibres. The purpose of the tests was to characterise the performance of a novel strand construction (SSR) and compare this to a conventional 12-strand construction. Utilising the Dynamic Marine Component test facility (DMaC) at the University of Exeter several key performance metrics were determined including; elongation, minimum break load (MBL), quasi-static, dynamic stiffness and embedded cable resistance. During the ISO 2307:2010(E) test programme the samples were tested dry and during the ISO 18692:2007(E) and ISO/TS 19336:2015(E) test programmes the samples were fully submerged in tap water after being soaked in water for at least 24 hours. Two methods were used to quantify sample extension: i) an optical tracking system and ii) a potentiometer. Axial compression fatigue and cyclic loading endurance tests were also carried out on Vectran sample. Failure of the Vectran sample or embedded cable did not occur during tests carried out using DMaC. Further tests and sample analysis were also carried out by Ashimori Industry Co. Ltd. Quasi-static bedding-in at 50% MBS and cyclic load endurance test with 6000 cycles between 3.57% MBS and 53.6% MBS was completed. The Effective Working Length (EWL) was 3.821 m before testing and 3.974m after testing. The resistance of the cable increased from 9.6962 Ω to 9.7693Ω during the test and importantly the embedded cable did not fail. Each tensile loading cycle of the rope caused a measurable variation in wire resistance; approximately 0.01Ω. The data obtained during these tests will provide insight into the behaviour of these materials, which will be of use to rope manufacturers and mooring system designers, in addition to offshore equipment and vessel operators.
合成纤维绳广泛应用于海事应用,从船舶、养鱼场、海上设备和平台的起重到临时和永久系泊系统。与传统钢构件相比,选择合成绳索有几个关键优势,包括可选择的轴向刚度、能量吸收,从而减轻载荷、抗疲劳和单位成本低。在潜在的高动态载荷环境中,绳索作为安全关键部件的长期使用,需要使用严格的认证程序对新设计进行验证。国际标准化组织(ISO)是一个认证机构,它已经制定了一些关于合成绳测试的指导方针,包括准静态和动态载荷以及疲劳循环。本文介绍了根据ISO 2307:2010、ISO 18692:2007(E)和ISO/TS 19336:2015(E)对Ashimori工业有限公司使用Vectran纤维生产的带有嵌入式电缆结构的12股绳进行的张力测试结果。测试的目的是表征一种新型链结构(SSR)的性能,并将其与传统的12链结构进行比较。利用埃克塞特大学的动态海洋部件测试设备(DMaC),确定了几个关键性能指标,包括:伸长率,最小断裂载荷(MBL),准静态,动态刚度和嵌入式电缆阻力。在ISO 2307:2010(E)测试程序中,样品被干燥测试,在ISO 18692:2007(E)和ISO/TS 1936:2015(E)测试程序中,样品在水中浸泡至少24小时后完全浸入自来水中。采用两种方法定量样品延伸:1)光学跟踪系统和2)电位器。对Vectran试样进行了轴压疲劳和循环加载耐久性试验。在使用DMaC进行测试期间,没有发生Vectran样品或嵌入式电缆的故障。石森工业株式会社也进行了进一步的试验和样品分析。完成了50% MBS下的准静态铺层和3.57% - 53.6% MBS下的6000次循环载荷耐久试验。试验前有效工作长度(EWL)为3.821 m,试验后为3.974m。在测试过程中,电缆的电阻从9.6962 Ω增加到9.7693Ω,重要的是,嵌入式电缆没有失效。绳的每一个拉伸加载周期都会产生可测量的丝阻变化;大约0.01Ω。在这些测试中获得的数据将提供对这些材料性能的深入了解,这些数据将用于绳索制造商和系泊系统设计师,以及海上设备和船舶操作员。
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引用次数: 0
A Study of Detecting for Dragging Anchor 拖曳锚的检测研究
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-18399
Akira Saito
Frequent attack of typhoon leads to crucial accidents caused by anchor dragging. In 2018, 21st typhoon hit west of Japan and the vessel, which was fallen into anchor dragging, collided with the bridge connecting Kansai International Airport and opposite shore. This accident had serious damage to the transportation of people and logistics. Moreover, when 15th typhoon in 2019, which gave crucial damages such as house damages and suspension of the electric power and the water supply, hit Chiba prefecture located in east of Japan, 107 vessels which were equivalent to one third of all vessels anchored in Tokyo Bay had the symptom of anchor dragging. Seafarers must take measures as precaution to anchor dragging. However, missing its opportunity causes irreparable disasters. As the attack of typhoon becomes more frequent and serious, the means, which can evaluate the risk quantitatively to anchor dragging and help them make a decision, are necessary because seafarers have possibilities to fall into unexpected situation even if they are skilled and familiar with ship’s characteristics. This study aims at detecting the signal of earlier stage of anchor dragging and visualizing the level of danger, as a mean to make a decision for taking precautions in an appropriate opportunity. With the acceleration meter, which can measure quantitatively ship’s lists and vibrations what human cannot recognize, acceleration data of ship’s motion were measured and evaluated. However, they don’t always show necessary factors for analyzing ship’s motion because they include all motions on the ship, such as wind, wave force and vibrations from its generator. Then, the system, sorting of each range of frequency from measured accelerations and extracting necessary data, was created. This enables extraction of ship’s motion at anchor. The analysis results between the outer force affecting to the ship at anchor and the data extracted by this system, specified the signal of anchor dragging. In addition, the new system was built for indicating the risk of anchor dragging, by evaluating relationship between the signal of anchor dragging and the effect by outer force. Measuring their data on actual ship showed the validity of this system. Thus, with measuring acceleration data at anchor and analyzing them, detecting ship’s motion, which indicates the signal of anchor dragging, proved to be possible.
台风的频繁袭击导致船舶因拖锚造成重大事故。2018年,第21号台风袭击了日本西部,拖曳锚的船只与连接关西国际机场和对岸的桥梁相撞。这次事故对人员运输和物流造成了严重破坏。此外,2019年第15号台风袭击日本东部千叶县时,造成房屋损坏、电力和供水中断等重大损失,相当于东京湾所有船舶三分之一的107艘船舶出现了拖锚症状。船员必须采取预防措施进行锚泊拖拽。然而,错过这个机会会造成无法弥补的灾难。随着台风袭击的频繁和严重,海员即使熟练掌握船舶的特性,也有可能遇到意外情况,因此有必要采用定量评估拖锚风险的手段,帮助海员做出决策。本研究旨在检测锚链拖拽的早期信号,可视化危险程度,以便在适当的时机做出预防措施的决策。利用加速度计,对船舶运动的加速度数据进行了测量和评价,该加速度计可以定量测量人类无法识别的船舶振动和振动。然而,它们并不总是显示分析船舶运动的必要因素,因为它们包括船上的所有运动,如风、波浪力和发电机的振动。然后,从测量到的加速度中对每个频率范围进行排序并提取必要数据的系统就建立起来了。这样就可以提取船舶在锚地时的运动。通过对船舶锚泊时所受外力的分析结果和系统提取的数据,确定了锚泊拖曳信号。此外,通过评价锚拽信号与外力作用之间的关系,建立了新的锚拽风险指示系统。在实际船舶上的实测数据表明了该系统的有效性。因此,通过测量锚地加速度数据并对其进行分析,检测船舶运动,从而表明锚地拖曳信号是可能的。
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引用次数: 0
Horizontal and Torsional Modes of an Ultra Large Container Ship (ULCS) 超大型集装箱船(ULCS)水平与扭转模态分析
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-18659
P. Vijith, S. Rajendran
The hydro elastic responses of flexible structures under fluid loading is an important concern during the design of large ocean structures. The two-way coupling between the structural responses and the hydrodynamic loads is a complex problem in large flexible floating structures since the structures can vibrate in longitudinal, vertical, horizontal, or torsional modes. The antisymmetric distortion modes may be coupled depending on the location of the centroid and the shear centre. In the case of thin walled open structures, horizontal and torsional vibrations are usually coupled due to the asymmetry of cross section as well as eccentricity between centroid of the section and shear deformation centres. The acurate estimation of dry natural frequency and modes shapes of structure is indispensable since it helps to validate the accuracy of the structural modelling. A numerical method available from one of the existing literatures is used for the estimation of dry and wet natural frequencies, and mode shapes of horizontal and torsional vibrations of an ULCS. The natural frequency and modes are essential parameters for the analysis of interaction between structural responses and hydrodynamic loads. The numerical method is based on a 1D FEM beam model. Distortion due to warping is included in the numerical model since it is well known that containerships with large hatch opening are susceptible to warping. The numerical model is subdivided into 50 stations and the mass distribution and the sectional properties are calculated in order to match the bending, shear, torsion and warping moduli of the experimental model. The dry and wet natural frequency and mode shapes for the horizontal and torsional vibrations of the ULCS is numerically calculated and compared with the experimental results.
柔性结构在流体荷载作用下的水弹性响应是大型海洋结构设计中的一个重要问题。由于大型柔性浮式结构的纵向、竖向、水平或扭转振动,结构响应与水动力载荷之间的双向耦合是一个复杂的问题。根据质心和剪切中心的位置,反对称变形模态可以耦合。在薄壁开放结构中,由于截面的不对称以及截面质心与剪切变形中心之间的偏心,水平振动和扭转振动通常是耦合的。结构干固有频率和模态振型的准确估计是验证结构建模精度的必要条件。利用已有文献中的一种数值方法,估计了ULCS的干、湿固有频率以及水平和扭转振动的模态振型。固有频率和振型是分析结构响应与水动力相互作用的重要参数。数值方法基于一维有限元梁模型。由于众所周知,具有大舱口开口的集装箱船易受翘曲影响,因此数值模型中包含了翘曲引起的变形。为了匹配实验模型的弯曲、剪切、扭转和翘曲模量,将数值模型细分为50个站点,计算了质量分布和截面特性。数值计算了ULCS水平振动和扭转振动的干、湿固有频率和振型,并与实验结果进行了比较。
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引用次数: 0
Active Absorption of Random Waves in Wave Flume Using Artificial Neural Networks 基于人工神经网络的波浪水槽随机波主动吸收研究
Pub Date : 2020-08-03 DOI: 10.1115/omae2020-18967
Áureo I. W. Ramos, A. C. Fernandes, Vanessa M. Thomaz
A wave flume is primarily intended to reproduce actual sea conditions in order to provide a reliable means of testing for small scale models. The realization of scaled tests is extremely important for the validation of a project in real scale, since, through the laws of similitude, such tests make it possible to predict the behavior of structures in the ocean as well as their performance during operation. This research aims to develop, test and validate an active control algorithm for wave absorption in a 2D wave channel — that is, when the waves propagate in only one direction — based on artificial neural networks (ANN). The ANN control algorithm relies on the linear wave theory and the principle of time reversal of wave propagation, i.e. the phenomenon of wave absorption corresponds to the wave generation when observed in the reverse direction of time. Through this principle, data from wave generation experiments, after proper manipulation, are used to train an ANN capable of generating the control signal used to move the wave generator device, this time as a wave absorber.
波浪水槽主要用于重现实际海况,以便为小尺度模型提供可靠的测试手段。实现比例试验对于项目的实际规模验证极为重要,因为通过相似定律,这种试验可以预测海洋中结构的行为及其在运行期间的性能。本研究旨在开发、测试和验证一种基于人工神经网络(ANN)的二维波通道(即波仅向一个方向传播时)吸收波的主动控制算法。人工神经网络控制算法依赖于线性波动理论和波传播的时间反转原理,即在时间反方向观测时,波的吸收现象对应于波的产生。通过这一原理,波浪发生实验的数据经过适当的处理后,可以用来训练一个人工神经网络,该人工神经网络能够产生用于移动波浪发生装置的控制信号,这次作为吸波器。
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引用次数: 0
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