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Corrosion models for steel plates in ship structure based on statistical data 基于统计数据的船舶结构钢板腐蚀模型
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-05-29 DOI: 10.1177/14750902241253319
Majid Rahimie Esfidan, Ahmad Rahbar Ranji
To have a proper maintenance policy for ships and offshore structures, it is necessary to predict corrosion wastage accurately. It is the main aim of the present work to propose corrosion models for plates in ship structures. In total 66,480 data were collected from thickness measurements carried out by different classification societies. The data were sorted out based on the position of the plate, the age of the ship, the country where the ship was built, and the type of ship. Using regression analysis, some models were proposed as a function of the ship’s age and position of plate. Based on this study, the proposed models are checked against existing corrosion models in the literature and it is found that other corrosion models underestimate the corrosion rate in the inner bottom plates, and deck plates. However, they overestimate the amount of corrosion in the side plates of ships. The existing corrosion models are justified for the prediction of corrosion wastage in hatch-coaming plates. For corrosion of outer bottom plates, the existing corrosion models are applicable for ships under 20 years old. They overestimate corrosion wastage for ships older than 20 years. Also, existing corrosion models overestimate corrosion wastage of plates at the side structure of ships above the water line at the early age of ships and underestimate in older ships.
为制定适当的船舶和近海结构维护政策,有必要准确预测腐蚀损耗。本研究的主要目的是为船舶结构中的板材提出腐蚀模型。从不同船级社进行的厚度测量中总共收集了 66 480 个数据。这些数据根据钢板的位置、船龄、船舶建造国和船舶类型进行了分类。通过回归分析,提出了一些与船龄和钢板位置相关的模型。研究发现,其他腐蚀模型低估了内底板和甲板的腐蚀率。但是,它们高估了船舶侧板的腐蚀量。现有的腐蚀模型在预测舱口盖板的腐蚀损耗方面是合理的。对于外底板的腐蚀,现有的腐蚀模型适用于船龄在 20 年以下的船舶。对于船龄超过 20 年的船舶,这些模型高估了腐蚀损耗。此外,现有的腐蚀模型高估了早期船龄船舶水线以上船侧结构板的腐蚀损耗,低估了老龄船舶的腐蚀损耗。
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引用次数: 0
Improving hydrodynamic performance of surface piercing propeller through trailing-edge optimization 通过尾缘优化提高表面穿孔螺旋桨的水动力性能
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-04-22 DOI: 10.1177/14750902241244417
M. Zarezadeh, N. M. Nouri, R. Madoliat
Automated optimization is increasingly used in engineering applications. In this study, RANS-based CFD, the NSGA II algorithm, and Kriging were used to optimize a section of a marine surface piercing Propeller (SPP) set. The hydrodynamic performance of the SPP is also determined using the CFD tool. The optimization process involves the NSGA II algorithm in combination with the Kriging method. The optimized geometry is simulated using the CFD tool. Then, the obtained results are added to the initial population and the optimization is repeated in the next iteration. Thus, fewer simulations were required because the addition of the data with the surrogate method was accompanied by a good distribution, using surface methods for the replacement of the main part in the required calculations. As shown, the trailing edge optimization can improve Kt in J = 1 by almost 10.5%, and Kq changes by almost 12%, so this method can be used as an optimization package for similar problems.
自动优化在工程应用中的应用越来越广泛。在本研究中,基于 RANS 的 CFD、NSGA II 算法和 Kriging 被用于优化船用表面穿孔螺旋桨(SPP)的一个部分。同时还使用 CFD 工具确定了 SPP 的流体动力学性能。优化过程包括 NSGA II 算法与克里金法的结合。使用 CFD 工具对优化后的几何形状进行模拟。然后,将获得的结果添加到初始群体中,并在下一次迭代中重复优化。因此,由于使用代用方法添加的数据分布良好,在所需的计算中使用曲面方法替换主要部分,因此所需的模拟次数较少。如图所示,后缘优化可以将 J = 1 中的 Kt 提高近 10.5%,Kq 变化近 12%,因此该方法可用作类似问题的优化包。
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引用次数: 0
Ultrasonic non-destructive inspection method for glass fibre reinforcement polymer (GFRP) hull plates considering design and construction characteristics 考虑到设计和施工特点的玻璃纤维增强聚合物(GFRP)船体板超声波无损检测方法
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-04-16 DOI: 10.1177/14750902241245539
Zhiqiang Han, Yang Liu, Xiaohong Wu, Daekyun Oh, Jaewon Jang
The design and construction characteristics, including glass fibre weight fraction ( Gc), number of single-ply layers, fabric combination, and fabrication quality, of glass fibre reinforcement polymer (GFRP) hull plates affect ultrasound propagation characteristics, such as ultrasonic velocity and attenuation, thereby influencing the accuracy of ultrasonic non-destructive test results. Therefore, this study is to propose a method to decrease the ultrasonic test errors of GFRP hull plate by using statistical method. The GFRP specimens with Gc of approximately 30–50 wt%, thicknesses of approximately 5–20 mm, and different fabric combinations were prepared using the hand lay-up method, considering the general design–construction characteristics. Further, an ultrasonic velocity decision method for ultrasonic inspection was proposed considering the GFRP hull design-construction characteristics, such as Gc and number of single-ply layers of hull plate by multiple linear regression method. The results show that the proposed method can reduce the thickness measurement error from approximately 20%–30% to 1%–2%, compared to an existing ultrasonic inspection method, only considering the Gc effect on ultrasonic velocity, which indicates that the proposed test method is suitable for practical applications.
玻璃纤维增强聚合物(GFRP)船体板的设计和结构特征,包括玻璃纤维重量分数(Gc)、单层层数、织物组合和制造质量,会影响超声波传播特性,如超声波速度和衰减,从而影响超声波无损检测结果的准确性。因此,本研究提出了一种利用统计方法降低 GFRP 船体板超声波测试误差的方法。考虑到一般设计施工特点,采用手糊法制备了 Gc 约为 30-50wt%、厚度约为 5-20 mm、不同织物组合的 GFRP 试样。此外,考虑到 GFRP 船体的设计结构特征,如 Gc 和船体板单层层数,通过多元线性回归法提出了超声波检测的超声波速度决策方法。结果表明,与现有的超声波检测方法相比,仅考虑 Gc 对超声波速度的影响,所提出的方法可将厚度测量误差从约 20%-30% 降低到 1%-2%,这表明所提出的检测方法适合实际应用。
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引用次数: 0
Numerical analysis of the effect of the duct geometry on the hydrodynamic performance of rim-driven thruster 管道几何形状对轮缘驱动推进器流体力学性能影响的数值分析
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-04-09 DOI: 10.1177/14750902241242248
Wen Jiang, jin Zhao, Tao Bian, Wuxin Yu
This paper studies the effect of the duct geometry on the hydrodynamic performance of rim-driven thruster (RDT) based on Computational Fluid Dynamics (CFD) method. The effect of the thickness of the duct, the radius of the leading edge of the duct and the geometry of the trailing edge of the duct on the thrust coefficient, torque coefficient and efficiency are investigated and analyzed. The conclusion shows the thrust coefficient increases with the thickness of the duct decreasing, however the torque coefficient increases with the increase of the thickness of the duct, so the efficiency increasing with the decrease of the thickness of the duct. On the other hand, the radius of the leading edge of the duct has no significant effect on the thrust coefficient of the RDT. However, the torque coefficient of RDT decreases with the increase of the radius of the leading edge of the duct, so the efficiency of RDT increases with the increase of the radius of the leading edge of the duct. A comprehensive comparison shows that the RDT 15-0.5 (the duct thickness is 15 mm, the ratio of the radius of the leading edge of the duct and the duct thickness is 0.5) has the best hydrodynamic performance among the investigated RDT models in this work.
本文基于计算流体动力学(CFD)方法,研究了风道几何形状对轮缘驱动推进器(RDT)流体动力学性能的影响。研究分析了风道厚度、风道前缘半径和风道后缘几何形状对推力系数、扭矩系数和效率的影响。结论表明,推力系数随风道厚度的减小而增大,但扭矩系数随风道厚度的增大而增大,因此效率随风道厚度的减小而增大。另一方面,风道前缘半径对 RDT 的推力系数没有显著影响。但 RDT 的扭矩系数随风道前缘半径的增大而减小,因此 RDT 的效率随风道前缘半径的增大而提高。综合比较表明,RDT 15-0.5 (风道厚度为 15 毫米,风道前缘半径与风道厚度之比为 0.5)在本文研究的 RDT 模型中具有最佳的流体动力学性能。
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引用次数: 0
Feasibility analysis of deep steep riser based on co-rotational coordinate method 基于同向旋转坐标法的深层陡立管可行性分析
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-04-02 DOI: 10.1177/14750902241240210
Chen Huang, Jijun Gu, Jichuan Jia, Leilei Chen, Shujiang Wang
DSR (Deep steep riser) is a new riser structure that reduces the ultra-high-tension load caused by the riser self-weight. In this paper, the mechanical behavior of DSR under different buoyancy module configurations and different ocean currents is studied. The finite element model of DSR is established based on co-rotational coordinate method. The model is solved by arc length method. The accuracy of the numerical method is verified by Abaqus software. Then, the effects of buoyancy module length and buoyancy factor on DSR are analyzed. Finally, the influence of different current incidence angles and velocities on DSR is evaluated. The results show that the DSR model based on the co-rotational coordinate method can effectively simulate the nonlinear behavior of large deformation of DSR. The method is simple, flexible and computationally efficient. This method can quickly improve the efficiency of numerical calculation in static analysis of deepwater riser. And DSR is feasible under certain conditions.
深陡立管(DSR)是一种新型立管结构,可减少由立管自重引起的超高张力载荷。本文研究了不同浮力模块配置和不同洋流条件下 DSR 的力学行为。基于共旋转坐标法建立了 DSR 的有限元模型。模型采用弧长法求解。数值方法的准确性通过 Abaqus 软件进行了验证。然后,分析了浮力模块长度和浮力系数对 DSR 的影响。最后,评估了不同水流入射角和流速对 DSR 的影响。结果表明,基于共旋转坐标法的 DSR 模型能有效模拟 DSR 大变形的非线性行为。该方法简单、灵活、计算效率高。该方法可快速提高深水立管静力分析中的数值计算效率。在一定条件下,DSR 是可行的。
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引用次数: 0
Prediction of 6-DOF motion response of semi-submersible floating wind turbine in extreme sea conditions using OVMD-FE-PSO-LSTM methodology 利用 OVMD-FE-PSO-LSTM 方法预测极端海况下半潜式浮动风力涡轮机的 6-DOF 运动响应
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-03-28 DOI: 10.1177/14750902241239361
Jiarui Huang, Lei Song, Zhuoyi Yang, Qilong Wu, Xiaochen Jiang, Cheng Wang
The motion response of offshore floating wind turbines significantly influences their structural integrity, power generation efficiency, operational complexity, safety, and stability. Therefore, predicting the motion response of offshore floating wind turbines is of paramount importance. In engineering practice, especially in extreme marine environments, the motion of wind turbines becomes more complex, making accurate prediction more challenging. In this era of rapid development in deep learning technology, some solutions have emerged for this problem. In this paper, we propose a hybrid model, namely the OVMD-FE-PSO-LSTM model. We begin by conducting numerical simulations of a 5 MW-OC4 semi-submersible floating wind turbine in extreme sea conditions, obtaining motion data for the turbine’s six degrees of freedom. We then decompose the initial motion data using an optimized traditional VMD method, assess the modal complexity with the FE method, combine modal components with similar complexity to reduce computational load, and make predictions using the PSO-LSTM model. Finally, we analyze and compare the predictive results of different models. The results demonstrate that the proposed hybrid model outperforms other comparative models in terms of accuracy, providing new insights into the prediction of the motion response of offshore floating wind turbines.
海上浮动风力涡轮机的运动响应对其结构完整性、发电效率、运行复杂性、安全性和稳定性有重大影响。因此,预测海上浮动风力涡轮机的运动响应至关重要。在工程实践中,尤其是在极端的海洋环境中,风力涡轮机的运动变得更加复杂,使得精确预测更具挑战性。在深度学习技术飞速发展的今天,针对这一问题已经出现了一些解决方案。本文提出了一种混合模型,即 OVMD-FE-PSO-LSTM 模型。我们首先对极端海况下的 5 MW-OC4 半潜式浮动风力涡轮机进行数值模拟,获取涡轮机六个自由度的运动数据。然后,我们使用优化的传统 VMD 方法分解初始运动数据,使用 FE 方法评估模态复杂性,合并复杂性相似的模态组件以减少计算负荷,并使用 PSO-LSTM 模型进行预测。最后,我们分析并比较了不同模型的预测结果。结果表明,所提出的混合模型在准确性方面优于其他比较模型,为预测海上浮动风力涡轮机的运动响应提供了新的见解。
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引用次数: 0
Research on the hydrodynamic performance of propellers under oblique flow conditions 斜流条件下螺旋桨的流体力学性能研究
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-02-28 DOI: 10.1177/14750902241231349
Xinxin Wei, Tianhong Yan, Tao Sun, Shulin Liu, Hongyi Du
The phenomenon of oblique water inflow is widespread in the operation of thrusters, which will cause adverse effects on the hydrodynamic performance of thrusters. In order to investigate the hydrodynamic performance and stress variation of the propeller in oblique flow, based on computational fluid dynamics theory, this paper takes the DTMB4119 propeller as the research object and conducts numerical simulation research on the propeller in oblique flow by solving the RANS equation. By calculating the open water performance curve and surface pressure distribution of the propeller, the rationality of the numerical method and the meshing are verified. Considering the flow field information such as velocity, oblique flow angles, flow line distribution, and pressure distribution, the changes in hydrodynamic characteristics of the propeller are simulated and analyzed. The results show that the uneven distribution of pressure on the propeller blade surface increases with a decrease in the advance coefficient. The force pulsation amplitude of a single blade increases with an increase in oblique flow angles. With the increase in oblique flow angles, the thrust, torque, and efficiency of the propeller show different increasing trends. With the increase in propeller advance coefficient, propeller thrust and torque decrease gradually, and propeller efficiency increases gradually. By using mature propellers, this paper has more reference value for studying the flow field around the ship hull and the hydrodynamic performance of propellers in the process of ship maneuvering.
推进器运行中普遍存在斜向进水现象,这将对推进器的水动力性能造成不利影响。为了研究斜流中螺旋桨的水动力性能和应力变化,本文以计算流体力学理论为基础,以 DTMB4119 螺旋桨为研究对象,通过求解 RANS 方程,对斜流中的螺旋桨进行了数值模拟研究。通过计算螺旋桨的开水性能曲线和表面压力分布,验证了数值方法和网格划分的合理性。综合考虑流速、斜流角、流线分布、压力分布等流场信息,模拟分析了螺旋桨水动力特性的变化。结果表明,螺旋桨桨叶表面压力的不均匀分布随着推进系数的减小而增加。单个桨叶的力脉动振幅随着斜流角的增大而增大。随着斜流角的增大,螺旋桨的推力、扭矩和效率呈现出不同的增大趋势。随着螺旋桨推进系数的增大,螺旋桨推力和扭矩逐渐减小,螺旋桨效率逐渐增大。本文采用成熟的螺旋桨,对研究船体周围的流场和螺旋桨在船舶操纵过程中的水动力性能更有参考价值。
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引用次数: 0
A refined mode superposition method for dynamical responses of an underwater cylindrical shell with substructures 带子结构水下圆柱形壳体动态响应的精炼模式叠加法
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-02-24 DOI: 10.1177/14750902241232445
Dechun Zhang, Peng Li, Haoran Chen, Hong Yin, Yiren Yang
To overcome the difficulties of time-consuming and inefficient in the response calculations of the submerged cylindrical shell with internal substructures, this paper firstly presents a refined mode superposition method. In view of the necessity and difficulties of directly and quickly obtaining the frequencies and modes of structures submerged in fluid (named the wet modes), the wet modes are expanded by the modes in vacuum (dry modes) and solved by the energy method. The added kinetic energy of the fluid is calculated via boundary integration, and the Lagrange equations of the second kind is applied to the fluid-structure coupling equations. Then the wet modes are solved by eigenvalue calculation and the modal mass and stiffness of each order wet mode are obtained. Finally, they are used for establishing a mode superposition approach for response calculations. The accuracy of the present method is verified by ANSYS software. In this method, all the required data are obtained from the structural analysis and the traditional complicated fluid force modeling is no longer required. Thus it has the advantages of high computational efficiency and applicability. Compared to the traditional semi-analytic model, this modeling methodology has broad application potential for vibration problems of complex underwater structures since the structural dry modes can be solved efficiently by commercial software. It also has practical value as a theoretical reference for developing mode-superposition-based calculations for fluid-structure problems using commercial software.
为了克服带内部子结构的浸没式圆柱壳响应计算耗时长、效率低的困难,本文首先提出了一种精细的模态叠加方法。考虑到直接快速获得浸没在流体中的结构的频率和模态(称为湿模态)的必要性和困难性,湿模态由真空中的模态(干模态)展开,并用能量法求解。通过边界积分计算流体的附加动能,并将第二类拉格朗日方程应用于流固耦合方程。然后通过特征值计算求解湿模态,得到各阶湿模态的模态质量和刚度。最后,利用它们建立模态叠加方法进行响应计算。ANSYS 软件验证了本方法的准确性。在这种方法中,所有需要的数据都可以从结构分析中获得,不再需要传统的复杂流体力模型。因此,它具有计算效率高、适用性强等优点。与传统的半解析模型相比,这种建模方法可以通过商业软件高效地求解结构干模态,因此在复杂水下结构的振动问题上具有广泛的应用前景。此外,它还具有实用价值,可作为使用商业软件开发基于模态叠加计算的流固问题的理论参考。
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引用次数: 0
Estimation of greenhouse gas emissions from ships registered in South Korea based on activity data using the bottom-up approach 采用自下而上的方法,根据活动数据估算韩国注册船舶的温室气体排放量
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-02-22 DOI: 10.1177/14750902241230354
Siljung Yeo, Jeong Kuk Kim, Jae-Hyuk Choi, Won-Ju Lee
The shipping sector is one of the major contributors to greenhouse gas (GHG) emissions. We aimed to calculate GHG emissions categorized by ship type for all vessels registered in South Korea. Hence, for the first time in South Korea, a bottom-up method based on ship activity data was employed, estimating energy consumption and emissions by ship type. Data from ships registered from 2019 to 2021 were collected and reclassified by ship type, and operational profiles were developed. Based on these profiles, the emissions of major GHGs, including CO2, CH4, and N2O, were estimated for the 3-year period. Cargo ships accounted for the highest percentage of annual fuel consumption, approximately 62.7%–64.7% of the total fuel consumption for all ships. The GHG emissions were calculated to be an average of 4.644 million tonCO2e, which is approximately 6.5 times higher than those from oil tankers (0.710 million tonCO2e), the second-highest emitter. This highlights the need for intensified GHG reduction measures specifically targeting cargo ships, providing clear evidence for prompt and enhanced implementation. The research findings are expected to be utilized as substantiated data for developing specific and systematic GHG reduction policies tailored to each ship type.
航运业是温室气体(GHG)排放的主要贡献者之一。我们的目标是计算在韩国注册的所有船舶按船型分类的温室气体排放量。因此,韩国首次采用了基于船舶活动数据的自下而上的方法,按船舶类型估算能源消耗和排放量。收集了 2019 年至 2021 年注册船舶的数据,并按船舶类型进行了重新分类,编制了运营概况。根据这些概况,估算了 3 年期间主要温室气体的排放量,包括二氧化碳、甲烷和一氧化二氮。货轮占年燃料消耗量的比例最高,约占所有船舶总燃料消耗量的 62.7%-64.7%。经计算,温室气体排放量平均为 464.4 万吨 CO2e,比排放量第二高的油轮(71.0 万吨 CO2e)高出约 6.5 倍。这凸显了加强专门针对货轮的温室气体减排措施的必要性,为迅速和加强实施提供了明确的证据。研究结果可望成为制定针对每种船型的具体、系统的温室气体减排政策的可靠数据。
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引用次数: 0
An analytical vibration model of a one-dimensional two-stage periodic isolation system for the broadband vibration suppression of an underwater glider 用于水下滑翔机宽带振动抑制的一维两级周期性隔振系统的振动分析模型
IF 1.8 4区 工程技术 Q2 Engineering Pub Date : 2024-02-22 DOI: 10.1177/14750902241230351
Yujun Liu, Jing Liu, Guang Pan, Qiaogao Huang
Periodic isolation system is effectively applied in broadband vibration control. To further enhance the broadband vibration attenuation effect, the paper proposes a two-stage periodic isolation system for an underwater glider. The analytical model of the one-dimensional two-stage periodic isolation system is developed through the multi-degree of freedom spring mass model method. For illustrating the superiority of the proposed two-stage periodic isolator, the force transmission ratio and the wave propagation constant of the SDOF isolator, the single-stage periodic isolator, and the two-stage periodic isolator are calculated and compared. In order to obtain the dynamic parameter influences on the vibration isolation performances as the design guidelines of the two-stage periodic isolator, the parametrical study is carried out based on the analytical model. Furthermore, a two-stage periodic isolator is designed for an underwater glider. The application effect of the two-stage periodic isolator is investigated through analytical modeling and finite element method, comparing to the single-stage periodic isolator. The research results from the analytical models show the proposed two-stage periodic isolator could strength the broadband vibration suppression. The parametrical study results demonstrate the vibration attenuation bandgap and attenuation amount are greatly influenced by the designed dynamic parameters, such as the mass unit and the spring unit of the periodic isolator, the intermediate mass of the two-stage isolator, and the number of the periodic cells. In application study of an underwater glider, the finite element results verify that the two-stage periodic isolator has more vibration attenuation effect than the single-stage periodic isolator. The vibration isolation assessment according to the proposed analytical model gives good predictive performance before the finite element model verification.
周期性隔振系统在宽带振动控制中得到了有效应用。为进一步提高宽带振动衰减效果,本文提出了一种水下滑翔机两级周期隔振系统。通过多自由度弹簧质量模型方法,建立了一维两级周期性隔振系统的分析模型。为了说明所提出的两级周期性隔振器的优越性,计算并比较了 SDOF 隔振器、单级周期性隔振器和两级周期性隔振器的力传递比和波速传播常数。为了获得动态参数对隔振性能的影响,并以此作为双级周期隔振器的设计准则,在分析模型的基础上进行了参数研究。此外,还为水下滑翔机设计了两级周期隔振器。通过分析模型和有限元方法,研究了双级周期性隔振器与单级周期性隔振器的应用效果。分析模型的研究结果表明,所提出的双级周期性隔振器可以增强宽带振动抑制能力。参数研究结果表明,振动衰减带隙和衰减量在很大程度上受设计动态参数的影响,如周期性隔振器的质量单元和弹簧单元、两级隔振器的中间质量以及周期性单元的数量。在水下滑翔机的应用研究中,有限元结果验证了双级周期隔振器比单级周期隔振器具有更强的减振效果。在有限元模型验证之前,根据提出的分析模型进行的隔振评估具有良好的预测性能。
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引用次数: 0
期刊
Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment
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