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Application of multi objective genetic algorithm in ship hull optimization 多目标遗传算法在船体优化中的应用
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-06-25 DOI: 10.12989/OSE.2015.5.2.091
A. Guha, Jeffrey Falzaranoa
. Ship hull optimization is categorized as a bound, multi variable, multi objective problem with nonlinear constraints. In such analysis, where the objective function representing the performance of the ship generally requires computationally involved hydrodynamic interaction evaluation methods, the objective functions are not smooth. Hence, the evolutionary techniques to attain the optimum hull forms is considered as the most practical strategy. In this study, a parametric ship hull form represented by B-Spline curves is optimized for multiple performance criteria using Genetic Algorithm. The methodology applied to automate the hull form generation, selection of optimization solvers and hydrodynamic parameter calculation for objective function and constraint definition are discussed here.
。船体优化是一个有界、多变量、多目标的非线性约束问题。在这种分析中,表征船舶性能的目标函数通常需要涉及计算的水动力相互作用评价方法,目标函数并不光滑。因此,采用进化技术来获得最佳的船体形状被认为是最实用的策略。本文采用遗传算法对以b样条曲线表示的参数化船体形状进行了多性能指标优化。本文讨论了自动生成船体形状的方法、优化求解器的选择以及目标函数和约束定义的水动力参数计算。
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引用次数: 9
An overview of the prediction methods for roll damping of ships 船舶横摇阻尼预测方法综述
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-06-25 DOI: 10.12989/OSE.2015.5.2.055
J. Falzarano, Abhilash Somayajula, R. Seah
Of all the six degrees of freedom, the roll motion of a ship is the most poorly understood and displays complicated phenomena. Due to the low potential wave damping at the natural frequency, the effective analysis of ship roll dynamics comes down to the accurate estimation of the viscous roll damping. This paper provides overview of the importance of roll damping and an extensive literature review of the various viscous roll damping prediction methods applied by researchers over the years. The paper also discusses in detail the current state of the art estimation of viscous roll damping for ship shaped structures. A computer code is developed based on this method and its results are compared with experimental data to demonstrate the accuracy of the method. While some of the key references describing this method are not available in English, some others have been found to contain typographic errors. The objective of this paper is to provide a comprehensive summary of the state of the art method in one place for future reference.
在所有六个自由度中,船舶的横摇运动是最不为人所知的,并且表现出复杂的现象。由于固有频率下的低势波阻尼,有效的船舶横摇动力学分析归结为对粘性横摇阻尼的准确估计。本文概述了横摇阻尼的重要性,并对多年来研究人员应用的各种粘性横摇阻尼预测方法进行了广泛的文献综述。本文还详细讨论了船型结构粘性横摇阻尼估计的研究现状。根据该方法编制了计算机程序,并将计算结果与实验数据进行了比较,验证了该方法的准确性。虽然描述这种方法的一些关键参考资料没有英文版本,但已经发现其他一些参考资料包含印刷错误。本文的目的是提供一个全面的总结,在一个地方的最先进的方法,以供今后参考。
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引用次数: 46
Performance prediction of horizontal axis marine current turbines 水平轴海流涡轮性能预测
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-06-01 DOI: 10.12989/OSE.2015.5.2.125
S. Bal, M. Atlar, D. Uşar
In this study, hydrodynamic performance of a 400 mm diameter horizontal axis marine current turbine model was tested in a cavitation tunnel with 1.21 m x 0.8 m cross-section for over a range of tip speed ratios. Torque and thrust data, as well as cavitation visualizations, for certain operating conditions were acquired. Experimental results indicated that the turbine can be exposed to significant amount of sheet and cloud cavitation over the blades along with vortex cavitation at the blade tips. Inception and distribution of cavitation along the blades of the model turbine were then modelled numerically for design operating conditions using a vortex lattice method. The method was also applied to a turbine tested previously and obtained results were compared with the data available. The comparison between simulation results and experimental data showed a slight difference in terms of span-wise extent of the cavitation region. The cloud and tip vortex cavity observed in experiments cannot be modelled due to the fact that the VLM lacks the ability to predict such types of cavitation. Notwithstanding, the use of such prediction methods can provide a reasonably accurate approach to estimate, therefore take the hydrodynamic effects of cavitation into account in design and analysis of marine current turbines.
在本研究中,在一个1.21 m x 0.8 m横截面的空化隧道中,测试了直径400 mm的水平轴海流涡轮模型在不同叶尖速比范围内的水动力性能。获得了特定操作条件下的扭矩和推力数据以及空化可视化。实验结果表明,涡轮叶片上存在大量的片状和云状空化,叶尖处存在旋涡空化。在设计工况下,采用涡点阵法对模型涡轮叶片空化的产生和分布进行了数值模拟。将该方法应用于已有的涡轮试验,并与现有数据进行了比较。模拟结果与实验数据的比较表明,在空化区域的跨越范围方面存在细微差异。由于VLM缺乏预测这类空化的能力,实验中观测到的云和尖端涡腔无法建模。尽管如此,使用这种预测方法可以提供一种合理准确的估计方法,因此在设计和分析海流涡轮机时可以考虑空化的水动力效应。
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引用次数: 5
Numerical simulation of the coupled dynamic response of asubmerged floating tunnel with mooring lines in regular waves 潜沉式浮式隧道与系泊索在规则波浪中耦合动力响应的数值模拟
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-06-01 DOI: 10.12989/OSE.2015.5.2.109
C. Cifuentes, Seungjun Kim, Myeongbin Kim, W. S. Park
In the present study, the coupled dynamic response of a Submerged Floating Tunnel (SFT) and mooring lines under regular waves is solved by using two independent numerical simulation methods, OrcaFlex and CHARM3D, in time domain. Variations of Buoyancy to Weight Ratio (BWR), wave steepness/period, and water/submergence depth are considered as design and environmental parameters in the study. Two different mooring-line configurations, vertical and inclined, are studied to find an optimum design in terms of limiting tunnel motions and minimizing mooring-line tension. The numerical results are successfully validated by direct comparison against published experimental data. The results show that tunnel motions and tether tensions grow with wave height and period and decrease with submergence depth. The inclined mooring system is more effective in restricting tunnel motions compared to the vertical mooring system. Overall, the present study demonstrates the feasibility of this type of structure as an alternative to traditional bridges or under-seabed tunnels.
本文采用OrcaFlex和CHARM3D两种独立的时域数值模拟方法,求解了规则波作用下沉浮隧道与系泊索的耦合动力响应。浮重比(BWR)的变化、波浪陡度/周期和水/淹没深度在研究中被考虑为设计和环境参数。研究了垂直和倾斜两种不同的系缆结构,以寻找限制隧道运动和最小化系缆张力的最佳设计。通过与已发表的实验数据的直接比较,验证了数值结果的正确性。结果表明,隧道运动和锚索张力随波高和周期增大而增大,随淹没深度减小。与垂直系泊系统相比,倾斜系泊系统在限制隧道运动方面更有效。总的来说,本研究证明了这种结构作为传统桥梁或海底隧道的替代方案的可行性。
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引用次数: 35
Effect of water jetting parameters on the penetration behavior of jack-up spudcan in surficial sand condition 水射流参数对自升式钻柱在地表砂条件下穿透行为的影响
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-03-25 DOI: 10.12989/OSE.2015.5.1.001
Dong-Seop Han, Seungjun Kim, Moo-Hyun Kim
The water jetting system for a jack-up spudcan requires the suitable design considering the platform/spudcan particulars, environments, and soil conditions, either the surficial clay or surficial sand. The usage of water jetting depends critically on soil conditions. The water jetting is usually used for the smooth and fast extraction of the spudcan in the surficial clay condition. It is also required for inserting spudcan up to the required depth in the surficial sand condition, which is investigated in this paper. Especially, it should be very careful to use the water jetting during an installation of spudcan in the surficial sand condition, because there is a risk of overturning accident related to the punch-through. Therefore, in this study, the effect of water jetting flow rate and time on the change of soil properties and penetration resistance is analyzed to better understand their interactions and correlations when inserting the spudcan with water jetting in surficial sand condition. For the investigation, a wind turbine installation jack-up rig (WTIJ) is selected as the target platform and the multi layered soil (surficial sand overlaying clays) is considered as the soil condition. The environmental loading and soil-structure interaction (SSI) analysis are performed by using CHARM3D and ANSYS. This kind of investigation and simulation is needed to decide the proper water jetting flow rate and time of spudcan for the given design condition.
自升式铲泥器的喷水系统需要考虑平台/铲泥器的特点、环境和土壤条件,无论是表面粘土还是表面砂,进行合适的设计。喷水的使用主要取决于土壤条件。在表面粘土条件下,水射流通常用于泥浆的顺利、快速提取。在地表砂石条件下,也需要在规定的深度内插入铲管,本文对此进行了研究。特别是,在地面砂条件下安装铲管时,要非常小心使用喷水,因为存在与打孔有关的倾覆事故的风险。因此,本研究通过分析喷水流量和时间对地表砂条件下喷水铲插入时土壤性质和侵彻阻力变化的影响,更好地了解两者之间的相互作用和相关性。研究以风力发电装置自升式钻井平台(WTIJ)为目标平台,土壤条件为多层土(表层砂覆粘土)。利用CHARM3D和ANSYS进行了环境荷载和土-结构相互作用分析。在给定的设计条件下,需要进行这种研究和模拟,以确定合适的喷水流量和喷水时间。
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引用次数: 2
Design of bars in tension or compression exposed to a corrosive environment 暴露在腐蚀环境中的拉力或压缩杆的设计
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-03-25 DOI: 10.12989/OSE.2015.5.1.021
M. Fridman, I. Elishakoff
This study is devoted to the optimal design of compressed bars under axial tensile or compressive forces and exposed to a corrosive environment. Dolinskii's linear stress corrosion model is adopted for analysis. Analytical and numerical results are derived for optimal variation of the cross-sectional area of the bar along its axis.
本文研究了轴向拉伸或压缩作用下、暴露于腐蚀环境中的压缩杆的优化设计问题。采用dolinsky线性应力腐蚀模型进行分析。推导了沿轴向横截面积最优变化的解析和数值结果。
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引用次数: 10
Analysis of offshore pipeline laid on 3D seabed configuration by Abaqus 基于Abaqus的海底管道三维构型分析
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-03-25 DOI: 10.12989/OSE.2015.5.1.031
Ali Shaghaghi Moghaddam, S. Mohammadnia, M. Sagharichiha
Three dimensional (3D) non-linear finite element analysis of offshore pipeline is investigated in this work with the help of general purpose software Abaqus. The general algorithm for the finite element approach is introduced. The 3D seabed mesh, limited to a corridor along the pipeline, is extracted from survey data via Fledermous software. Moreover soil bearing capacity and coefficient of frictions, obtained from the field survey report, and are introduced into the finite element model through the interaction module. For a case of study, a 32inch pipeline with API 5L X65 material grade subjected to high pressure and high temperature loading is investigated in more details.
本文利用通用软件Abaqus对海洋管道进行三维非线性有限元分析。介绍了有限元法的一般算法。通过Fledermous软件从调查数据中提取出仅限于管道沿线走廊的3D海底网格。并通过交互作用模块将实测报告中土体承载力和摩擦系数引入有限元模型。以API 5L X65材料等级的32英寸管道为例,对高压高温载荷进行了详细研究。
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引用次数: 5
Prediction of uplift capacity of suction caisson in clay using extreme learning machine 利用极限学习机预测粘土中吸力沉箱的上拔能力
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2015-03-25 DOI: 10.12989/OSE.2015.5.1.041
P. K. Muduli, Sarath Das, P. Samui, Rupashree Sahoo
This study presents the development of predictive models for uplift capacity of suction caisson in clay using an artificial intelligence technique, extreme learning machine (ELM). Other artificial intelligence models like artificial neural network (ANN), support vector machine (SVM), relevance vector machine (RVM) models are also developed to compare the ELM model with above models and available numerical models in terms of different statistical criteria. A ranking system is presented to evaluate present models in identifying the 'best' model. Sensitivity analyses are made to identify important inputs contributing to the developed models.
本研究利用极限学习机(ELM)人工智能技术,建立了粘土中吸力沉箱的上拔能力预测模型。本文还开发了人工神经网络(ANN)、支持向量机(SVM)、相关向量机(RVM)等其他人工智能模型,根据不同的统计标准将ELM模型与上述模型以及现有的数值模型进行比较。提出了一个排名系统来评估现有的模型,以确定“最佳”模型。进行敏感性分析以识别有助于开发模型的重要输入。
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引用次数: 7
Non-Gaussian analysis methods for planing craft motion 平面运动的非高斯分析方法
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2014-12-25 DOI: 10.12989/OSE.2014.4.4.293
Abhilash Somayajula, J. Falzarano
Unlike the traditional displacement type vessels, the high speed planing crafts are supported by the lift forces which are highly non-linear. This non-linear phenomenon causes their motions in an irregular seaway to be non-Gaussian. In general, it may not be possible to express the probability distribution of such processes by an analytical formula. Also the process might not be stationary or ergodic in which case the statistical behavior of the motion to be constantly changing with time. Therefore the extreme values of such a process can no longer be calculated using the analytical formulae applicable to Gaussian processes. Since closed form analytical solutions do not exist, recourse is taken to fitting a distribution to the data and estimating the statistical properties of the process from this fitted probability distribution. The peaks over threshold analysis and fitting of the Generalized Pareto Distribution are explored in this paper as an alternative to Weibull, Generalized Gamma and Rayleigh distributions in predicting the short term extreme value of a random process.
与传统排水量型船舶不同的是,高速艇的升力是高度非线性的。这种非线性现象导致它们在不规则航道中的运动是非高斯的。一般来说,用解析公式来表示这些过程的概率分布是不可能的。这个过程也可能不是平稳的或遍历的,在这种情况下,运动的统计行为会随着时间不断变化。因此,这种过程的极值不能再用适用于高斯过程的解析公式来计算。由于不存在封闭形式的解析解,因此需要对数据拟合一个分布,并从这个拟合的概率分布估计过程的统计性质。本文探讨了广义帕累托分布的阈值峰值分析和拟合,作为威布尔分布、广义伽玛分布和瑞利分布的替代方法来预测随机过程的短期极值。
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引用次数: 5
Three dimensional finite element analysis of 4 inch smart flange on offshore pipeline 海上管道4英寸智能法兰的三维有限元分析
IF 0.9 Q4 ENGINEERING, OCEAN Pub Date : 2014-12-25 DOI: 10.12989/OSE.2014.4.4.279
Ali Shaghaghi Moghaddam, S. Mohammadnia
Smart flanges are used for pipeline and riser repair in subsea. In a typical case in the gas export pipeline project, the end cap bolts of a 4inch smart flange were broken during operation, and in turn leakage occurred. This work presents the detail of three dimensional finite element analysis of the smart flange to support the observed end cap bolts failure. From finite element analysis it turns out that in the presence of external bending moment, an uneven contact distribution is present between seal and end cap, which in turn changes the uniform load distribution on bolts and threaten the integrity of bolts. On the other hand, 3D finite element analysis of interaction between pipeline and seabed is presented by means of Abaqus to explore the distribution of bending moment along the pipeline route. It is found that lateral buckling occurs in the pipeline which introduces large bending moment.
智能法兰用于海底管道和立管的修复。在某输气管道工程中,发生了4英寸智能法兰端盖螺栓在运行过程中断裂,导致泄漏的典型案例。这项工作提出了智能法兰的三维有限元分析的细节,以支持观察到的端盖螺栓失效。有限元分析表明,在外部弯矩存在的情况下,密封与端盖之间存在不均匀的接触分布,从而改变了螺栓上荷载的均匀分布,威胁到螺栓的完整性。另一方面,利用Abaqus软件对管道与海底相互作用进行三维有限元分析,探讨管道沿线弯矩分布。研究发现,管道存在侧向屈曲,并引入了较大的弯矩。
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引用次数: 4
期刊
Ocean Systems Engineering-An International Journal
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