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A data-driven ISM-BN model for safety analysis of inland shipping in the Pearl River Basin 用于珠江流域内河航运安全分析的数据驱动 ISM-BN 模型
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-08 DOI: 10.1016/j.oceaneng.2024.119421
Fang Li , Shengliang Lin , Heping Li , Jianchuan Yin , Dexin Li , Jinshui Zhang
Inland shipping of the Pearl River plays an important role in the Chinese shipping system. To ensure navigation safety, we collect reports of maritime accidents from 2015 to 2022 in the Pearl River basin. This article extracts influencing factors by collecting the experience of inland waterway safety navigation and analyzing accident reports. Then, this paper uses the interpretative structural modeling method (ISM) to build a correlation model. Using a data-driven Bayesian network (BN), it analyzes the impact of various factors on the safety navigation in the Pearl River. The model validation is completed by compared with tree augmented naive Bayes classifiers (TAN) network using the same validation samples, through validation with the test set, the prediction accuracy has improved by 25%. The results indicate factors such as vessel type, accident month, accident day and time, etc. have a significant impact on the safety of navigation in the inland Pearl River waterway. The method used can identify important risk factors for accidents and the average predictive probability of validation samples reaches 87.03%. These research results could be extended to maritime management efforts in the Pearl River Basin.
珠江内河航运在中国航运体系中占有重要地位。为确保通航安全,我们收集了珠江流域 2015 年至 2022 年的海事事故报告。本文通过收集内河航运安全航行经验,分析事故报告,提取影响因素。然后,本文采用解释性结构建模方法(ISM)建立相关模型。利用数据驱动的贝叶斯网络(BN),分析了各种因素对珠江安全航行的影响。使用相同的验证样本与树增强型天真贝叶斯分类器(TAN)网络进行比较,完成了模型验证,通过测试集验证,预测准确率提高了 25%。结果表明,船舶类型、事故月份、事故日和事故时间等因素对珠江内河航道的航行安全有重要影响。所使用的方法可以识别重要的事故风险因素,验证样本的平均预测概率达到 87.03%。这些研究成果可推广到珠江流域的海事管理工作中。
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引用次数: 0
Numerical simulation of cohesive bed impinging by submerged pulsed and continuous waterjet based on SPH algorithm 基于 SPH 算法的浸没式脉冲水刀和连续水刀冲击粘性床的数值模拟
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.oceaneng.2024.119720
Chao Feng , Lingrong Kong , Yu Wang , Kunkun Li , Yulin Gao
Accurate pulsed and continuous waterjet process modeling is crucial for enhancing vertical jet efficiency in marine structure installation and dredging projects. In this paper, the numerical model of the scouring process is established using the smoothed particle hydrodynamics (SPH). Firstly, the experimental data of pulsed jet scouring the cohesive bed confirms the model's accuracy. In addition, a comparative analysis between pulsed and continuous waterjet scouring mechanisms is conducted, along with an investigation into factors influencing scour hole size and efficiency. The results show that the shape of the scour hole obtained by simulation and experiment is gourd-shaped, and the average error of the scour hole depth is 4.1 %, which verifies the accuracy of the numerical model. The scouring mechanism can be regarded as vertical crack generation, development, and disappearance, transitioning from shear failure to erosion dominance. Furthermore, the jet angle has a significant impact on both the scour hole size and the efficiency ratio. At an optimal injection angle of 30°, the efficiency ratio can reach up to 124.4%. This study addresses the gap in comparative analysis between pulsed and continuous waterjet scouring mechanisms and holds promising applications in engineering, including dredging and anchor extraction from sediments.
精确的脉冲和连续水刀过程建模对于提高海洋结构安装和疏浚工程中的垂直喷射效率至关重要。本文利用平滑粒子流体力学(SPH)建立了冲刷过程的数值模型。首先,脉冲射流冲刷粘性床面的实验数据证实了模型的准确性。此外,还对脉冲水射流和连续水射流的冲刷机制进行了比较分析,并对影响冲刷孔大小和效率的因素进行了研究。结果表明,模拟和实验得到的冲刷孔形状均为葫芦形,冲刷孔深度的平均误差为 4.1%,验证了数值模型的准确性。冲刷机理可视为垂直裂缝的产生、发展和消失,从剪切破坏过渡到侵蚀主导。此外,喷射角对冲蚀孔尺寸和效率比都有显著影响。最佳喷射角为 30°,效率比可达 124.4%。这项研究填补了脉冲水刀和连续水刀冲刷机制对比分析的空白,在工程领域(包括疏浚和从沉积物中提取锚)具有广阔的应用前景。
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引用次数: 0
Numerical PMM test in finite depth 有限深度内的 PMM 数值测试
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.oceaneng.2024.119690
Junhoi Choi , Yonghwan Kim , Zhang Zhu , Shuguang Wang
This study conducted a numerical planar motion mechanism (PMM) test for a containership, considering the effects of finite depth. An OpenFOAM-based computational fluid dynamics (CFD) approach was employed to conduct the simulations. Before conducting a series of numerical computations, uncertainty analysis for the grid size and time step was performed to ensure the reliability of the computational results. Two PMM tests, static drift and pure yaw, were conducted, and the results were validated against experimental data. The comparison demonstrated good agreement between forces, moments, and hydrodynamic coefficients when compared with both experimental and other computational results. Furthermore, a comparison between a first- and second-order combination model and a first- and third-order combination model revealed that the latter showed better alignment with experimental data in deep water, while the former performed better in shallow water, emphasizing the role of crossflow. This study contributes to understanding the differences in maneuvering performance between deep and shallow water conditions.
考虑到有限深度的影响,本研究对一艘集装箱船进行了平面运动机构(PMM)数值测试。模拟采用了基于 OpenFOAM 的计算流体动力学(CFD)方法。在进行一系列数值计算之前,对网格大小和时间步长进行了不确定性分析,以确保计算结果的可靠性。进行了静态漂移和纯偏航两个 PMM 测试,并将结果与实验数据进行了验证。比较结果表明,与实验结果和其他计算结果相比,力、力矩和流体力学系数之间的一致性很好。此外,一阶和二阶组合模型与一阶和三阶组合模型之间的比较显示,后者在深水中与实验数据的吻合度更好,而前者在浅水中的表现更好,这强调了横流的作用。这项研究有助于理解深水和浅水条件下操纵性能的差异。
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引用次数: 0
Experimental investigation on potential high-position landslide-generated impulse waves: A case study of the Meilishi landslide in the Gushui Reservoir, China 潜在高位滑坡产生的脉冲波的实验研究:中国古水水库梅里石滑坡案例研究
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.oceaneng.2024.119723
Shizhuang Chen , Weiya Xu , Yelin Feng , Long Yan , Huanling Wang , Wei-Chau Xie
Landslide-generated impulse waves are characterized by their sudden and catastrophic nature, often limiting the availability of actual measurement data. To address this challenge, physical model experiments effectively replicate such geological hazards. Based on the Meilishi landslide in the Gushui Reservoir, a 1:150 scale three-dimensional prototype physical model is constructed, with sliding velocity as an independent variable to carry out 10 scenarios. Results reveal that the generated waves in the near field are nonlinear transitional waves, characterized by fragmentation and fluctuation. Unlike submarine and partially-submerged landslides, subaerial landslides generate larger wave crests first and then troughs. The maximum primary wave amplitude is positively correlated with the Froude number, as the larger the Froude number results in stronger impacts and higher wave generation efficiency. Wave propagation can be divided into rapid and gentle attenuation, with higher sliding velocities leading to faster attenuation along the river. A formula for calculating the maximum wave run-up on the dam is derived, showing good agreement between predicted and experimental values. This study's findings help us further understand the whole generation and propagation process of impulse waves induced by the potential failure of the Meilishi landslide, and the results contribute to studies of similar tsunami hazards worldwide.
滑坡产生的脉冲波具有突发性和灾难性的特点,这往往限制了实际测量数据的可用性。为解决这一难题,物理模型试验可有效复制此类地质灾害。基于古水水库梅里石滑坡,以滑动速度为自变量,构建了 1:150 比例的三维原型物理模型,进行了 10 种情景模拟。结果表明,近场产生的波为非线性过渡波,具有破碎和波动的特点。与海底滑坡和部分沉没滑坡不同,陆下滑坡先产生较大的波峰,然后产生波谷。最大原生波幅与弗劳德数呈正相关,因为弗劳德数越大,冲击力越强,产生波浪的效率越高。波浪传播可分为快速衰减和平缓衰减,滑动速度越高,沿河衰减越快。研究得出了大坝上最大波浪上升的计算公式,结果表明预测值与实验值非常吻合。这项研究的结果有助于我们进一步了解梅里石滑坡潜在溃决所诱发的脉冲波的整个产生和传播过程,同时也有助于世界范围内类似海啸灾害的研究。
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引用次数: 0
Predicting human reliability for emergency fire pump operational process on tanker ships utilising fuzzy Bayesian Network CREAM modelling 利用模糊贝叶斯网络 CREAM 建模预测油轮紧急消防泵操作过程中人的可靠性
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.oceaneng.2024.119717
Muhammet Aydin , Sukru Ilke Sezer , Seher Suendam Arici , Emre Akyuz
An emergency fire pump is a critical equipment which assists the ship crew in handling extreme emergency situations involving fire on-board tanker ships. In case the main fire pump becomes ineffective during a fire, the emergency fire pump is used to extinguish the fire. In this case, it is necessary for the ship's crew to operate and use the pump without any failure. The aim of this study is to systematically predict human (crew) reliability for emergency fire pump operational processes on tanker ships since human dependability plays a significant role in safer shipment. To achieve this goal, fuzzy and BN (Bayesian Network) CREAM (Cognitive Reliability and Error Analysis Method) modelling is applied. CREAM is used to methodically estimate the probability of human error within a fuzzy set that accounts for uncertainties of CPC (Common Performance Condition), while BN is competent in estimating control modes in CREAM's reliability analysis. The paper's findings show ship crew reliability (9.08E-01) for the emergency fire pump operation process on tanker ships. These findings are expected to provide valuable information to prevent human errors and improve safety on tanker ships during firefighting, thereby reassuring the maritime industry of the potential for increased safety.
应急消防泵是协助船员处理油轮火灾极端紧急情况的重要设备。火灾发生时,如果主消防泵失效,则使用应急消防泵灭火。在这种情况下,船员必须能够准确无误地操作和使用消防泵。本研究的目的是系统地预测油轮上紧急消防泵操作过程中人(船员)的可靠性,因为人的可靠性对更安全的装运起着重要作用。为实现这一目标,采用了模糊和贝叶斯网络(BN)CREAM(认知可靠性和误差分析方法)建模。CREAM 用于在考虑到 CPC(通用性能条件)不确定性的模糊集中有条不紊地估算人为错误的概率,而 BN 则可用于估算 CREAM 可靠性分析中的控制模式。本文的研究结果显示了油轮紧急消防泵操作过程中船员的可靠性(9.08E-01)。这些研究结果有望为油轮在灭火过程中防止人为失误和提高安全性提供有价值的信息,从而使海运业对提高安全性的潜力感到放心。
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引用次数: 0
Mechanical study and equations for gravity flow pipe liners stretching across ring fractures or joints under shear action 重力流管道衬里在剪切作用下穿过环形裂缝或接缝伸展的力学研究和计算公式
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.oceaneng.2024.119721
Kejie Zhai , Ian D. Moore
Cured-in-place-pipe (CIPP) liners have been widely used in rehabilitation of gravity flow pipelines. However, the host pipe rehabilitated by the CIPP liner may be subject to shear force and shear displacement at the joint. In this study, a finite element model of a rigid host pipe with liner under shear action is established and used to study the resulting behaviour. Controlling factors such as the gap spanned by the liner between host pipes across the joint, diameter, the liner thickness, the elastic modulus of the liner, and the coefficient of friction between host pipe and liner are studied. The liner stress, displacement, and shear force are reported. Shear stiffness and stress equations are then fitted based on 286 data points. The results show that the maximum stress on the inner surface of the liner occurs at the shoulder and haunch, and the maximum stress on the outer surface occurs at the springline. The inner surface stresses at the crown and invert decrease with increases in liner-host pipe friction, but increase at the shoulder and haunch. Coefficient of Friction has almost no effect on the stresses that develop on the outside surface of the liner.
就地固化管道(CIPP)衬里已被广泛用于重力流管道的修复。然而,由 CIPP 衬里修复的主管道可能会受到剪切力的作用,并在接头处产生剪切位移。在本研究中,我们建立了一个带内衬的刚性主管道在剪切作用下的有限元模型,并利用该模型研究了由此产生的行为。研究了各种控制因素,如主机管道与衬垫在接头处的间隙、直径、衬垫厚度、衬垫的弹性模量以及主机管道与衬垫之间的摩擦系数。报告了衬垫应力、位移和剪切力。然后根据 286 个数据点对剪切刚度和应力方程进行了拟合。结果表明,衬管内表面的最大应力出现在肩部和尾部,外表面的最大应力出现在弹簧线处。冠部和反向处的内表面应力随着衬管与主机管道摩擦力的增加而减小,但在肩部和尾部则有所增加。摩擦系数对衬管外表面产生的应力几乎没有影响。
{"title":"Mechanical study and equations for gravity flow pipe liners stretching across ring fractures or joints under shear action","authors":"Kejie Zhai ,&nbsp;Ian D. Moore","doi":"10.1016/j.oceaneng.2024.119721","DOIUrl":"10.1016/j.oceaneng.2024.119721","url":null,"abstract":"<div><div>Cured-in-place-pipe (CIPP) liners have been widely used in rehabilitation of gravity flow pipelines. However, the host pipe rehabilitated by the CIPP liner may be subject to shear force and shear displacement at the joint. In this study, a finite element model of a rigid host pipe with liner under shear action is established and used to study the resulting behaviour. Controlling factors such as the gap spanned by the liner between host pipes across the joint, diameter, the liner thickness, the elastic modulus of the liner, and the coefficient of friction between host pipe and liner are studied. The liner stress, displacement, and shear force are reported. Shear stiffness and stress equations are then fitted based on 286 data points. The results show that the maximum stress on the inner surface of the liner occurs at the shoulder and haunch, and the maximum stress on the outer surface occurs at the springline. The inner surface stresses at the crown and invert decrease with increases in liner-host pipe friction, but increase at the shoulder and haunch. Coefficient of Friction has almost no effect on the stresses that develop on the outside surface of the liner.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"314 ","pages":"Article 119721"},"PeriodicalIF":4.6,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142660525","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Experimental and numerical analysis of rubber isolator dynamic stiffness under hydrostatic pressure 静水压力下橡胶隔振器动态刚度的实验和数值分析
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.oceaneng.2024.119650
Ben Zhang , Yinglong Zhao , Jingyue You , Zhen Zhang
Due to their function in damping and attenuating vibrations, as well as their relatively low cost, rubber isolators have widespread applications in industries such as aerospace, automotive and maritime. As components with distinct nonlinear behavior, accurately predicting the dynamic characteristics of isolators is essential for overall structural design and vibration noise prediction. Although extensive research has been conducted on the static and dynamic performance of rubber isolators, there has been limited investigation into performance under certain specialized application scenarios, such as hydrostatic pressure environments. These environments are indeed real, for instance, isolators employed in the bow ballast tank of underwater vehicle to mitigate vibrations during weapon launch processes. In such instances, isolators are subjected not only to the influence of added mass due to the water medium during vibration but also to increasing hydrostatic pressure on the isolator surface with increasing depth. This study introduces an original experimental apparatus capable of measuring the dynamic stiffness of isolators while simulating hydrostatic pressure conditions. The constitutive model parameters governing the hyperelastic and viscoelastic properties of rubber were identified via nonlinear tests, serving as input parameters for numerically predicting the dynamic stiffness within a water medium environment. Furthermore, a comprehensive analysis was conducted to evaluate the impacts of preload, water medium, boundary conditions, and hydrostatic pressure on the dynamic stiffness of the isolator. Results indicate that preload tends to reduce peak dynamic stiffness in the shear directions, while the water medium significantly increases high-frequency dynamic stiffness in the shear directions. Within the range of 1 MPa, the impact of increasing hydrostatic pressure on dynamic stiffness can be largely disregarded. When calculating the dynamic stiffness of the isolator, it is crucial to consider the actual installation environment and set the acoustic boundary conditions of the surrounding water domain accordingly.
由于橡胶隔振器具有阻尼和减振功能,而且成本相对较低,因此在航空航天、汽车和航海等行业得到了广泛应用。作为具有明显非线性行为的部件,准确预测隔振器的动态特性对于整体结构设计和振动噪声预测至关重要。虽然对橡胶隔振器的静态和动态性能进行了广泛的研究,但对某些特殊应用场景(如静水压力环境)下的性能研究还很有限。这些环境是真实存在的,例如,水下航行器的船首压载水箱中使用的隔振器可减轻武器发射过程中的振动。在这种情况下,隔振器不仅会受到振动时水介质增加质量的影响,还会受到随着深度增加而在隔振器表面增加的静水压力的影响。本研究引入了一种独创的实验装置,能够测量隔振器的动态刚度,同时模拟静水压力条件。通过非线性测试确定了橡胶超弹性和粘弹性的构成模型参数,作为数值预测水介质环境中动态刚度的输入参数。此外,还进行了综合分析,以评估预紧力、水介质、边界条件和静水压力对隔振器动态刚度的影响。结果表明,预紧力往往会降低剪切方向的峰值动态刚度,而水介质则会显著增加剪切方向的高频动态刚度。在 1 兆帕的范围内,静水压力的增加对动态刚度的影响基本可以忽略。在计算隔振器的动态刚度时,必须考虑实际安装环境,并相应设置周围水域的声学边界条件。
{"title":"Experimental and numerical analysis of rubber isolator dynamic stiffness under hydrostatic pressure","authors":"Ben Zhang ,&nbsp;Yinglong Zhao ,&nbsp;Jingyue You ,&nbsp;Zhen Zhang","doi":"10.1016/j.oceaneng.2024.119650","DOIUrl":"10.1016/j.oceaneng.2024.119650","url":null,"abstract":"<div><div>Due to their function in damping and attenuating vibrations, as well as their relatively low cost, rubber isolators have widespread applications in industries such as aerospace, automotive and maritime. As components with distinct nonlinear behavior, accurately predicting the dynamic characteristics of isolators is essential for overall structural design and vibration noise prediction. Although extensive research has been conducted on the static and dynamic performance of rubber isolators, there has been limited investigation into performance under certain specialized application scenarios, such as hydrostatic pressure environments. These environments are indeed real, for instance, isolators employed in the bow ballast tank of underwater vehicle to mitigate vibrations during weapon launch processes. In such instances, isolators are subjected not only to the influence of added mass due to the water medium during vibration but also to increasing hydrostatic pressure on the isolator surface with increasing depth. This study introduces an original experimental apparatus capable of measuring the dynamic stiffness of isolators while simulating hydrostatic pressure conditions. The constitutive model parameters governing the hyperelastic and viscoelastic properties of rubber were identified via nonlinear tests, serving as input parameters for numerically predicting the dynamic stiffness within a water medium environment. Furthermore, a comprehensive analysis was conducted to evaluate the impacts of preload, water medium, boundary conditions, and hydrostatic pressure on the dynamic stiffness of the isolator. Results indicate that preload tends to reduce peak dynamic stiffness in the shear directions, while the water medium significantly increases high-frequency dynamic stiffness in the shear directions. Within the range of 1 MPa, the impact of increasing hydrostatic pressure on dynamic stiffness can be largely disregarded. When calculating the dynamic stiffness of the isolator, it is crucial to consider the actual installation environment and set the acoustic boundary conditions of the surrounding water domain accordingly.</div></div>","PeriodicalId":19403,"journal":{"name":"Ocean Engineering","volume":"314 ","pages":"Article 119650"},"PeriodicalIF":4.6,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142660593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A partitioned functional-decomposition scheme for modelling wave-ship-sloshing interaction 用于模拟波浪-船只-漂浮相互作用的分区函数分解方案
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.oceaneng.2024.119715
Jiawei Yu , Chaobang Yao , Guohua Dong , Fanchen Zhang , Zhiguo Zhang , Dakui Feng
A novel partitioned function decomposition method is proposed and validated for accurately and effectively solving the interaction between waves and ships with sloshing effect. This scheme employs a hybrid functional-decomposition method that utilizes both potential and viscous flows to accurately and efficiently solve the wave-ship interaction in the external domain, while employing the original viscous method for simulating sloshing in the internal domain. To further enhance computational efficiency, a single-phase Level-set method is employed. Firstly, the issue of non-conservation in the level-set model is addressed through the application of a mass correction method. Additionally, based on the principle of mass conservation, modifications are made to the boundary conditions for free surface motion. As a result, an improved single-phase Level-set method is developed, which combines jump condition correction and mass correction. Through simulations involving linear and nonlinear free surfaces, impulsive pressures, overall forces on the tank, as well as comparisons with experimental data, it is observed that the proposed Level-set method effectively solves the sloshing in the internal domain, a problem for which the traditional single-phase Level-set method often fails to tackle with. Subsequently, by adopting a multi-block grid technique to mark tank and non-tank grid blocks and integrating the improved single-phase Level-set method with the SWENSE model, a partitioned function decomposition method is established to handle ship motions with sloshing effect in waves. It is found that simultaneously solving the internal and external flow problems using traditional implicit and explicit motion-solving methods poses certain challenges. Therefore, an implicit-inner-iteration solution method is proposed. By combining the proposed motion-solving method with the partitioned function decomposition model, satisfactory results are achieved for the wave-ship-sloshing interaction.
提出并验证了一种新颖的分区函数分解法,用于准确有效地解决具有荡波效应的波浪与船舶之间的相互作用。该方案采用混合函数分解法,同时利用势流和粘性流精确有效地求解外域中的波浪与船舶相互作用,同时采用原始粘性法模拟内域中的荡波。为了进一步提高计算效率,采用了单相 Level-set 方法。首先,通过应用质量校正方法解决了水平集模型中的非守恒问题。此外,根据质量守恒原理,对自由表面运动的边界条件进行了修改。因此,开发出了一种改进的单相水平集方法,该方法结合了跳跃条件修正和质量修正。通过涉及线性和非线性自由表面、冲击压力、水箱上的整体力的模拟,以及与实验数据的比较,可以观察到所提出的 Level-set 方法有效地解决了内部域的荡流问题,而传统的单相 Level-set 方法往往无法解决这一问题。随后,通过采用多块网格技术标记水槽和非水槽网格块,并将改进的单相 Level-set 方法与 SWENSE 模型相结合,建立了一种分区函数分解方法来处理波浪中具有荡波效应的船舶运动。研究发现,使用传统的隐式和显式运动求解方法同时求解内部和外部流动问题具有一定的挑战性。因此,提出了一种隐式-内迭代求解方法。通过将所提出的运动求解方法与分区函数分解模型相结合,波浪-船舶-荡波相互作用取得了令人满意的结果。
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引用次数: 0
Hydrodynamic modeling of kelp (Saccharina latissima) farms: From an aggregate of kelp to a single line cultivation system 海带(Saccharina latissima)养殖场的水动力模型:从海带总量到单线栽培系统
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-06 DOI: 10.1016/j.oceaneng.2024.119519
Longhuan Zhu , Md. Mamun R. Patwary , Richards C. Sunny , Igor Tsukrov , Michael Chambers , David W. Fredriksson
With the expansion of macroalgae aquaculture in oceanic waters, especially of order Laminariales, a need exists to have optimized cultivation systems suitable for exposed conditions. To enable the design of such systems with a quantifiable level of confidence, in this paper, we developed a high-fidelity hydrodynamic modeling technique for kelp farms by introducing equivalent kelp elements for kelp aggregates with Reynolds number-based drag coefficients. After validating the model with towing tests for model kelp aggregates, it was then compared with comprehensive field datasets for a single line cultivation system with two mooring connections, in Saco Bay, Maine. The model yielded a larger tension than the measured tension by 23.3% on the west mooring line but a smaller tension by 23.2% on the east mooring line. The discrepancies may be caused by the uncertainties in the model configuration and input due to difficulties quantifying exact longline orientation, anchor-anchor distance, current reduction along the kelp longline, kelp mass density, and rope axial stiffness. Sensitivity analysis indicates that addressing these uncertainties may improve the model technique. Even though, the developed model is still reliable with a safety factor in the application for the design, installation and management of kelp aquaculture farms.
随着大洋水域大型藻类(尤其是有孔虫纲)养殖规模的扩大,需要有适合暴露条件的优化养殖系统。为使此类系统的设计具有可量化的可信度,我们在本文中为海带养殖场开发了一种高保真水动力建模技术,为海带聚集体引入了等效海带元素,并采用了基于雷诺数的阻力系数。在对模型海带聚集体进行牵引试验验证模型后,将其与缅因州萨科湾具有两个系泊连接的单线养殖系统的综合现场数据集进行比较。在西系泊线上,模型得出的张力比测量张力大 23.3%,但在东系泊线上,模型得出的张力比测量张力小 23.2%。这些差异可能是由于模型配置和输入的不确定性造成的,原因是很难量化确切的长线方向、锚-锚距离、海带长线沿线的水流减弱、海带质量密度和绳索轴向刚度。敏感性分析表明,解决这些不确定性问题可以改进模型技术。尽管如此,所开发的模型在应用于海带养殖场的设计、安装和管理时仍具有可靠的安全系数。
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引用次数: 0
Event-triggered predictive path following control of autonomous ships with an MMG model 利用 MMG 模型对自动驾驶船舶进行事件触发式预测路径跟踪控制
IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-06 DOI: 10.1016/j.oceaneng.2024.119582
Chenguang Liu , Tailong Li , Wenxiang Wu , Huarong Zheng , Jiacheng Li , Xiumin Chu
To improve the energy efficiency and path following performance of autonomous ships, this paper proposes a Maneuvering Modeling Group (MMG) model based Event-Triggered Model Predictive Control (MET-MPC) method. Firstly, the path following control is transformed into a ship course control problem with the improved Line of Sight (LOS) guidance law considering drift angle, and an MMG model is applied to deal with variable sailing speeds. Then, a hyperbolic tangent function is introduced as the triggering threshold to reduce computational burden and energy consumption. Specifically, a dynamic buffer is introduced to store the optimal control sequence computed during each event triggering, which can keep the previous control input with no event triggered. Simulation experiments show that, the proposed MET-MPC method has better energy-saving performance and can reduce the steering frequency by up to 38.1% compared to the method without using the event-triggered mechanism.
为了提高自主航行船舶的能效和路径跟踪性能,本文提出了一种基于机动建模组(MMG)模型的事件触发模型预测控制(MET-MPC)方法。首先,利用考虑漂移角的改进视线(LOS)制导法则,将路径跟踪控制转化为船舶航向控制问题,并应用 MMG 模型来处理可变航速问题。然后,引入双曲正切函数作为触发阈值,以减少计算负担和能耗。具体地说,引入了一个动态缓冲区来存储每次事件触发时计算出的最优控制序列,它可以在没有事件触发的情况下保留之前的控制输入。仿真实验表明,与不使用事件触发机制的方法相比,所提出的 MET-MPC 方法具有更好的节能性能,可将转向频率降低 38.1%。
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引用次数: 0
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