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Experimental study on tsunami-driven debris damming loads on columns of an elevated coastal structure 海啸引起的泥石流对沿海高架结构柱子的荷载实验研究
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-15 DOI: 10.1016/j.coastaleng.2024.104656
Myung Jin Koh , Hyoungsu Park , Jayasekara R. Jayasekara , Sabarethinam Kameshwar , Kellen Doyle , Daniel Cox , Pedro Lomonaco
This study presents experimental findings on debris damming loads on columns of an elevated coastal structure under tsunami-like wave conditions. A total of 183 cases (140 with and 43 without debris) were tested at a 1:20 scale to understand the impact of various factors on debris-driven damming loads, including wave characteristics, structure configurations, and debris shapes. The debris impact and damming processes were observed and quantified from optical measurements, and corresponding loads were measured on the entire structure using a force balance plate and on an individual column in the front row using a multi-axial load cell. The experimental results indicated the horizontal debris damming load on the entire column structure increased by up to 3.2 times compared to conditions without debris, while the load on the individual column increased by up to 11.0 times. The total damming loads for the whole structure increased, but the load for the individual column decreased at a reduced opening ratio. The smaller debris sizes relative to column spacing showed significantly lower chances of debris damming across different column configurations. Overall, the load on the whole structure showed stronger correlations between debris damming loads and hydro-kinematic variables such as flow depth, velocity, momentum flux, and Froude number compared to the loads on the individual column. Among these variables, momentum flux emerged as the most consistently influential across all categories.
本研究介绍了在类似海啸的波浪条件下碎片对沿海高架结构柱子的溃坝荷载的实验结果。共测试了 183 个案例(140 个有碎片,43 个无碎片),比例为 1:20,以了解各种因素对碎片驱动的筑坝荷载的影响,包括波浪特征、结构配置和碎片形状。通过光学测量观察并量化了碎片撞击和筑坝过程,并使用力平衡板测量了整个结构的相应载荷,使用多轴载荷传感器测量了前排单个柱子的载荷。实验结果表明,与没有碎片的情况相比,整个立柱结构上的水平碎片筑坝荷载最多增加了 3.2 倍,而单个立柱上的荷载最多增加了 11.0 倍。整个结构的总筑坝荷载增加了,但在开口率降低的情况下,单个柱子的荷载却减少了。在不同的支柱配置中,相对于支柱间距而言,碎片尺寸较小的支柱发生碎片筑坝的几率明显较低。总体而言,与单个水柱的载荷相比,整个结构的载荷与水流深度、流速、动量通量和弗劳德数等水动力变量之间的相关性更强。在这些变量中,动量通量对所有类别的影响最为一致。
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引用次数: 0
A probabilistic coral rubble mechanical instability model applied with field observations from the Great Barrier reef 应用大堡礁实地观测结果的珊瑚碎石机械不稳定性概率模型
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-12 DOI: 10.1016/j.coastaleng.2024.104655
Dongfang Liu, David P. Callaghan, Ananth Wuppukondur, Tom E. Baldock
Unstable coral rubble hinders coral recruitment and recovery of coral reefs after damage from cyclones and bleaching events. If coral rubble remains unstable under typical everyday environmental conditions, areas of coral rubble will not be able to recover. Evaluating the probability of rubble instability over regional scale reef systems can assist the optimization of coral reef restoration efforts. Currently, robust and verified models for such applications do not exist. This paper presents a comprehensive assessment method to predict the probability of coral rubble instability, which combines a fluid-structural interaction approach with a statistical regional wave climate model. The hydrodynamic model employs non-linear wave theory to determine near-bed velocity, pressure gradients, and the corresponding drag and inertia forces acting on the coral rubble. The instability model assesses when overturning or sliding forces exceed resisting forces, considering thousands of combinations of different coral sizes and densities to calculate the proportion of instability under a given wave forcing. The model was calibrated and validated using prior laboratory experiments as reported by Kenyon et al. (2023b). The hydrodynamic and instability models use an extensive dataset of non-cyclonic wave climates (hindcast from over 30 years of wind measurements) specific to the region around Heron Reef, Great Barrier Reef, Australia, enabling a comprehensive evaluation of the probability of rubble instability in this area. Results indicate that the overall probability of rubble instability (Pr3) reaches 0.74 in water depths less than 2 m (typical of reef crests or reef flats), while it declines to below 0.21 at a depth of 12 m (typical deeper parts of the fore reef). Coral rubble on reef crests near Heron Reef, which are sheltered by surrounding formations, demonstrates low probability of instability. Thus, coral rubble instability is influenced by both its specific location within the reef and the position of the reef relative to other nearby reefs. By integrating the rubble instability model with non-cyclonic wave climate data, a map of the probability of rubble instability was generated for eight reefs in the Capricorn and Bunker Group (CBG). This map provides valuable guidance for coral reef restoration efforts, significantly reducing the need for extensive field-based data.
不稳定的珊瑚碎石阻碍了珊瑚的繁殖,以及珊瑚礁在遭受气旋和白化事件破坏后的恢复。如果珊瑚碎石在典型的日常环境条件下仍然不稳定,珊瑚碎石区域将无法恢复。评估区域范围内珊瑚礁系统瓦砾不稳定的概率有助于优化珊瑚礁恢复工作。目前,还没有用于此类应用的可靠且经过验证的模型。本文介绍了一种预测珊瑚礁瓦砾不稳定性概率的综合评估方法,该方法结合了流体结构相互作用方法和区域波浪气候统计模型。流体力学模型采用非线性波浪理论来确定近床速度、压力梯度以及作用在珊瑚碎石上的相应阻力和惯性力。不稳定性模型对倾覆力或滑动力超过阻力的情况进行评估,考虑了数千种不同珊瑚大小和密度的组合,以计算在特定波浪作用下的不稳定性比例。根据 Kenyon 等人(2023b)的报告,该模型通过之前的实验室实验进行了校准和验证。流体力学和不稳定性模型使用了澳大利亚大堡礁苍鹭礁周围地区特有的大量非周期性波浪气候数据集(根据 30 多年的风力测量结果进行后报),从而能够对该地区碎石不稳定性的概率进行全面评估。结果表明,在水深小于 2 米(礁峰或礁滩的典型位置)时,碎石失稳的总体概率(Pr3)达到 0.74,而在水深 12 米(前礁较深的典型位置)时,则下降到 0.21 以下。鹭鸶礁附近礁峰上的珊瑚碎石受到周围地层的保护,不稳定的可能性较低。因此,珊瑚碎石的不稳定性既受其在礁石中的具体位置影响,也受礁石相对于附近其他礁石的位置影响。通过将碎石不稳定性模型与非周期性波浪气候数据相结合,生成了摩羯座和邦克群(CBG)八个珊瑚礁的碎石不稳定性概率图。该地图为珊瑚礁修复工作提供了宝贵的指导,大大减少了对大量实地数据的需求。
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引用次数: 0
Numerical modelling of pump-driven tsunami generation and fluid-structure-interaction in idealized urbanized coastal areas during run-up 理想化城市化沿海地区海啸上升过程中泵驱动海啸生成和流体-结构相互作用的数值模拟
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-12 DOI: 10.1016/j.coastaleng.2024.104654
Felix Spröer , León-Carlos Dempwolff , Christian Windt , Clemens Krautwald , David Schürenkamp , Nils Goseberg
Tsunami wave inundations are still one of the most devastating natural disasters worldwide. Tsunamis striking a settlement frequently devastate much of its infrastructure. In instances where infrastructure withstands the tsunami’s actions, it acts as a flow resistance for the wave’s run-up, altering inundation dynamics and flow depth. Accurately predicting the complex dynamics of tsunami wave run-up in densely populated urban areas is paramount for informing effective evacuation protocols and conducting comprehensive hazard and risk assessments. In pursuit of improving wave run-up prediction capabilities, this study delves into the three-dimensional numerical modelling of wave run-up of non-breaking, long tsunami waves in urbanized areas. Leveraging insights from a physical experiment with pump-driven wave generation and idealized infrastructure, a novel pressure-based wave generation boundary condition is developed. The boundary condition achieves an average of 4.9% accuracy in replicating the water surface elevation from experiments. Additionally, it attains an average 1.5% precision in reproducing flow velocities, furthermore reproducing the spatial flow dynamics accurately. Physical experiment wave run-up is modelled with an average 6.9% deviation for both simulations with and without idealized infrastructure. 63.0% higher non-linearity waves than in the physical experiments are additionally investigated to highlight the boundary conditions capabilities of high non-linearity wave generation, change in run-up reduction for higher non-linearity waves for infrastructure interaction and furthermore in-depth flow field characteristics during tsunami inundation. Finally, the study highlights deviations from analytically calculated wave run-up, emphasizing the necessity for numerical and physical experimental evaluation for both high non-linearity waves and tsunami infrastructure interaction, ultimately fostering both resilience and preparedness against tsunami hazards.
海啸波淹没仍然是全世界最具破坏性的自然灾害之一。海啸袭击一个居民点,往往会摧毁其大部分基础设施。在基础设施经受住海啸冲击的情况下,它们会成为海浪上升的阻力,改变淹没动态和水流深度。准确预测人口稠密的城市地区海啸波浪上升的复杂动态,对于制定有效的疏散方案和进行全面的危害和风险评估至关重要。为了提高海浪上升的预测能力,本研究深入研究了城市化地区非断裂长海啸海浪上升的三维数值建模。利用从泵驱动造浪和理想化基础设施的物理实验中获得的启示,开发了一种基于压力的新型造浪边界条件。该边界条件在复制实验中的水面高程方面平均达到了 4.9% 的精确度。此外,它在再现水流速度方面的精度平均达到 1.5%,而且还能准确再现空间水流动态。在有理想化基础设施和没有理想化基础设施的模拟中,物理实验波浪上升模拟的平均偏差为 6.9%。此外,还研究了比物理实验中高 63.0% 的非线性波,以突出高非线性波产生的边界条件能力、基础设施相互作用时较高非线性波的径流减少变化,以及海啸淹没期间的深度流场特征。最后,研究强调了与分析计算波浪上升的偏差,强调了对高非线性波浪和海啸基础设施相互作用进行数值和物理实验评估的必要性,最终促进抵御海啸灾害的能力和准备工作。
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引用次数: 0
Energy balance during Bragg wave resonance by submerged porous breakwaters through a mixture theory-based δ-LES-SPH model 通过基于混合物理论的 δ-LES-SPH 模型计算水下多孔防波堤布拉格波共振时的能量平衡
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-07 DOI: 10.1016/j.coastaleng.2024.104652
Yong-kun Chen , Domenico D. Meringolo , Yong Liu , Jia-ming Liang
This paper presents a numerical analysis of the time behaviors of mechanical and internal fluid energies during the Bragg wave resonance induced by two-arrayed trapezoidal submerged porous breakwaters based on a reformatted δ-LES-SPH model (Di Mascio et al., 2017). In the present work, a mixture theory is introduced into the δ-LES-SPH model by reformulating the governing equations with the incorporation of a volume fraction. In this approach, the viscous and diffusive terms are also modified by the volume fraction. The energy equation is then written for the presented model highlighting the presence of two additional components compared with the classical δ-LES-SPH formulation: one coming from the fluid compression and another one due to the dissipation both induced by the interaction of the porous structure with the fluid phase. The numerical results are validated by available experimental data for a gravity-driven mass flow passing through a porous dam case and two Bragg wave resonance by two-arrayed submerged trapezoidal porous breakwaters cases. A numerical analysis is then conducted on Bragg wave resonance by two-arrayed trapezoidal porous breakwaters, by investigating the effects of the distance between the two breakwaters and their porosity. Interesting insights about the type and magnitude of dissipation occurring during the wave-structure interaction are captured by analyzing the time evolutions of each energy component.
本文基于重新格式化的δ-LES-SPH 模型(Di Mascio 等人,2017 年),对双列梯形水下多孔防波堤诱发布拉格波共振期间的机械能和内部流体能的时间行为进行了数值分析。在本研究中,通过将体积分数纳入控制方程的重构,将混合物理论引入了 δ-LES-SPH 模型。在这种方法中,粘性和扩散项也会因体积分数而改变。与经典的 δ-LES-SPH 公式相比,所提出模型的能量方程突出了两个额外部分的存在:一个来自流体压缩,另一个来自多孔结构与流体相相互作用引起的耗散。数值结果通过重力驱动的质量流通过多孔坝情况下的现有实验数据和双列浸没式梯形多孔防波堤情况下的两个布拉格波共振进行了验证。然后,通过研究两个防波堤之间的距离及其孔隙率的影响,对双列梯形多孔防波堤的布拉格波共振进行了数值分析。通过分析各能量分量的时间演化,我们获得了有关波浪与结构相互作用过程中发生的耗散类型和大小的有趣见解。
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引用次数: 0
Experimental investigation on cross-shore profile evolution of reef-fronted beach 礁滩跨岸剖面演变实验研究
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-05 DOI: 10.1016/j.coastaleng.2024.104653
Yuan Li , Chi Zhang , Shubin Chen , Hongshuai Qi , Weiqi Dai , Huimin Zhu , Titi Sui , Jinhai Zheng
Physical experiments on cross-shore profile evolution of the reef-fronted beach are conducted considering various offshore wave conditions and reef settings. Cross-shore beach profile evolution, sediment transport rate, and waves at the beach toe are analyzed. The reef-fronted beach is found to be resilient to erosion induced by offshore sediment transport. In present cases, the beach evolves from a sloping profile to a reflective profile, and onshore sediment transport leads to the formation of a swash berm. Both the shortwaves and infragravity waves at the beach toe play an important role in forming the beach shape. The berm foreshore slope mainly depends on the wave energy density in the infragravity band at the beach toe. Wave energy density in the shortwave band at the beach toe increases with reef submergences, while wave energy density in the infragravity band at the beach toe increases with offshore wave heights. The temporal evolution of sediment transport rate exhibits two modes, implying complex feedbacks occur between swash flows and beach profile evolution. The bulk transport on the reef-fronted beach is parameterized by the relative height of shortwaves and wave steepness of both shortwaves and infragravity waves at the beach toe. A conceptual model of bulk transport on the beach is proposed that the bulk transport increases with the Gourlay number, indicating that reef-fronted beaches with a well-developed reef flat are resilient to increasing wave exposure.
考虑到各种离岸波浪条件和礁石环境,对礁前海滩的跨岸剖面演变进行了物理实验。实验分析了海滩跨岸剖面演变、沉积物运移速率以及海滩趾部的波浪。研究发现,礁石面海滩对近海沉积物运移引起的侵蚀具有较强的抵抗力。在目前的情况下,海滩会从倾斜剖面演变为反射剖面,而陆上沉积物迁移则会导致斜坡护堤的形成。海滩趾部的短波和次重力波对海滩形状的形成起着重要作用。护堤前滩坡度主要取决于滩趾次重力波段的波能密度。滩趾短波波段的波能密度随礁石浸没度的增加而增加,而滩趾次重力波段的波能密度则随离岸波高的增加而增加。沉积物迁移率的时间演变呈现出两种模式,这意味着斜流与海滩剖面演变之间存在复杂的反馈作用。礁前海滩上的大体积输运由短波的相对高度以及海滩趾处短波和次重力波的波陡参数决定。提出了一个海滩上体质输运的概念模型,即体质输运随 Gourlay 数的增加而增加,这表明具有发达礁石平地的礁石面海滩对不断增加的波浪暴露具有弹性。
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引用次数: 0
Interactions between swell and colinear wind short crested waves, following and opposing 涌浪与沿岸风短波峰之间的相互作用、追随和对抗
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-03 DOI: 10.1016/j.coastaleng.2024.104649
Fabio Addona , Maria Clavero , Luca Chiapponi , Sandro Longo
When wind blows over a water surface during a swell, it generates short-crested, three-dimensional waves that interact with the underlying flow field through a mechanism that ultimately increases the average energy. In the present work, two test cases in which wind is flowing following and opposing a swell are analysed with experiments and are compared with wind–waves-only and swell-only cases. The analysis of the free surface fluctuation and of the flow field, with the three components of fluid velocity measured at the same time through a stereo particle image velocimetry system, leads to an accurate quantification of the energy distribution, of the structure of the oscillating, fluctuating (due to wind–waves) and turbulent kinetic energy, without assumptions on the structure of the flow. The findings demonstrate that the transverse dynamics is a pivotal factor in the transfer of energy in the near-free surface domain, and elucidate the energy transfer between wind–waves and swell. The results also confirm the reduction of oscillating kinetic energy of the swell in the presence of short wind–waves, a process interpreted with different possible mechanisms. There is evidence of the enhancement of wind action in the presence of swell compared to that in the case of wind–waves-only, confirming that energy transfer from the wind to the sea is enhanced when wind flows over a swell. Consequently, when the fetch is influenced by swells generated or propagated from different regions, and during multi-peak sea storms, wave generation models should account for this amplification.
在涌浪期间,风吹过水面时会产生短波、三维波浪,这些波浪通过一种机制与底层流场相互作用,最终增加了平均能量。在本研究中,通过实验分析了风在涌浪之后和涌浪之前流动的两种测试情况,并与仅有风浪和仅有涌浪的情况进行了比较。通过立体粒子图像测速系统同时测量流体速度的三个分量,对自由表面波动和流场进行分析,可以准确量化能量分布、振荡动能、波动动能(由风浪引起)和湍流动能的结构,而无需对流动结构进行假设。研究结果表明,横向动力学是近自由表面域能量传递的关键因素,并阐明了风浪和膨胀之间的能量传递。研究结果还证实,在短风浪的作用下,膨胀体的振荡动能减弱,这一过程可能存在不同的机制。有证据表明,与仅有风浪的情况相比,有涌浪的情况下风的作用会增强,这证实了当风吹过涌浪时,风向海面的能量传递会增强。因此,当风浪受到从不同地区产生或传播的涌浪影响时,以及在多波峰海上风暴期间,海浪生成模型应考虑到这种放大作用。
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引用次数: 0
Remote sensing of wave-orbital velocities in the surfzone 冲浪区波速轨道遥感
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-11-02 DOI: 10.1016/j.coastaleng.2024.104631
Tyler McCormack , Julia Hopkins , Britt Raubenheimer , Steve Elgar , Katherine L. Brodie
Wave-orbital velocities are estimated with particle image velocimetry (PIV) applied to rapid sequences of images of the surfzone surface obtained with a low-cost camera mounted on an amphibious tripod. Time series and spectra of the remotely sensed cross-shore wave-orbital velocities are converted to the depth of colocated acoustic Doppler velocimeters (ADVs), using linear finite depth theory. These converted velocities are similar to the velocities measured in situ (mean nRMSE for time series = 16% and for spectra = 10%). Small discrepancies between depth-attenuated surface and in situ currents may be owing to errors in the surface velocity measurements, uncertainties in the water depth, the vertical elevation of the ADVs, and the neglect of nonlinear effects when using linear finite depth theory. These results show the potential to obtain spatially dense estimates of wave velocities using optical near-field remote methods during field campaigns and continuous monitoring operations.
利用安装在水陆两栖三脚架上的低成本相机获得的冲浪区表面快速图像序列,通过粒子图像测速仪(PIV)估算波轨速度。利用线性有限深度理论,将遥感跨岸波速的时间序列和光谱转换为同位声学多普勒测速仪(ADV)的深度。这些转换后的速度与现场测量的速度相似(时间序列的平均 nRMSE = 16%,频谱的平均 nRMSE = 10%)。深度衰减后的表层水流与现场水流之间的微小差异可能是由于表层流速测量误差、水深的不确定性、ADV 的垂直高度以及使用线性有限深度理论时忽略了非线性效应造成的。这些结果表明,在野外活动和连续监测行动中,利用光学近场遥感方法获得波速空间密度估算值是很有潜力的。
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引用次数: 0
Developing a decision tree model to forecast runup and assess uncertainty in empirical formulations 开发决策树模型以预测运行和评估经验公式的不确定性
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-10-29 DOI: 10.1016/j.coastaleng.2024.104641
Michael Itzkin, Margaret L. Palmsten, Mark L. Buckley, Justin J. Birchler, Legna M. Torres-Garcia
The coastal zone is a dynamic region that can change rapidly and significantly with respect to the morphology of the beach and incoming wave conditions. Runup forecasts may be improved by adapting a dynamic approach that allows for different runup models to be implemented in response to changes in beach state. Accurately forecasting wave runup is critical to characterize exposure to coastal hazards and provide an early warning against potential erosion and inundation. Here, we developed a decision tree model to produce a weighted ensemble of existing runup models to predict 1.25 years of runup at Duck, North Carolina, USA. We then applied the calibrated decision tree model to reproduce observed runup during the DUNEX experiment in Pea Island, North Carolina, USA. We found that the decision tree approach yielded a prediction that was comparable or greater in accuracy (i.e. higher r2, lower RMSE) than the individual runup models. We also interrogated the decision tree predictions to determine how the individual models perform relative to each other and why certain models perform better than others under the same observed wave and beach conditions. We found that the decision tree approach drew on the processes represented in the individual models in the ensemble to produce a forecast that is accurate and explainable without relying on prior knowledge of the study site(s) or requiring manual adjustments beyond the initial model training.
沿岸带是一个动态区域,会因海滩形态和海浪条件的变化而迅速发生重大变化。通过采用动态方法,可以根据海滩状态的变化采用不同的径流模式,从而改进径流预报。准确预报波浪上升对确定海岸灾害的暴露特征以及对潜在的侵蚀和淹没提供早期预警至关重要。在这里,我们开发了一个决策树模型,对现有的径流模型进行加权组合,以预测美国北卡罗来纳州达克 1.25 年的径流。然后,我们将校准后的决策树模型用于再现美国北卡罗来纳州豌豆岛 DUNEX 试验期间观测到的径流。我们发现,与单个径流模型相比,决策树方法得出的预测精度相当或更高(即 r2 较高、RMSE 较低)。我们还对决策树预测进行了分析,以确定各个模型之间的相对性能,以及在相同的观测波浪和海滩条件下,某些模型比其他模型性能更好的原因。我们发现,决策树方法借鉴了集合中单个模型所代表的过程,产生了准确且可解释的预测结果,而无需依赖研究地点的先验知识,也无需在初始模型训练之外进行人工调整。
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引用次数: 0
A comparison of eight weakly dispersive Boussinesq-type models for non-breaking long-wave propagation in variable water depth 变水深非断裂长波传播的八种弱色散布森斯克模型比较
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-10-29 DOI: 10.1016/j.coastaleng.2024.104645
Guillaume Coulaud , Maria Teles , Michel Benoit
Weakly dispersive Boussinesq-type models are extensively used to model long-wave propagation in coastal areas and their interaction with coastal infrastructures. Many equations falling in this category have been formulated during the last decades, but few detailed comparisons between them can be found in the literature. In this work, we investigate theoretically and with computational experiments eight variants of the most popular models used by the coastal engineering community. Both weakly nonlinear and fully nonlinear models are considered, hoping to understand better when the additional complexity of the latter class of models is necessary or justified. We provide an overview and discuss the properties of these models, including the linear dispersion relation in uniform water depth, the second-order nonlinear coupling coefficient, the shoaling gradient, and the sensitivity to wave trough instabilities. The models are then numerically discretised using the same general strategy in a single numerical code, using fourth-order methods for time and space discretisation. Their capacity to simulate coastal wave propagation and their transformation when approaching the shore is assessed on three challenging one-dimensional benchmarks. It appears that fully nonlinear models are more consistent than their weakly nonlinear counterparts, which can occasionally perform better but show different behaviours depending on the case.
弱色散布森斯克模型被广泛用于模拟长波在沿岸地区的传播及其与沿岸基础设施 的相互作用。在过去的几十年中,已经提出了许多属于这一类的方程,但在文献中很少能找到它们之间的详细比较。在这项工作中,我们从理论上并通过计算实验研究了沿岸工程界最常用模型的八个变体。我们考虑了弱非线性和全非线性模型,希望能更好地理解后一类模型的额外复杂性是 必要的或合理的。我们概述并讨论了这些模型的特性,包括均匀水深下的线性弥散关系、二阶非线性耦合 系数、滩涂梯度以及对波谷不稳定性的敏感性。然后,在单个数值代码中采用相同的一般策略对模型进行数值离散化,使用四阶方法进行时间和空间离散化。在三个具有挑战性的一维基准上,评估了它们模拟沿岸波浪传播及其接近海岸时的变 化的能力。与弱非线性模型相比,全非线性模型的一致性更强。
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引用次数: 0
Group interaction effect on breaking wave forces on a vertical pile: Experimental tests and predictive models 垂直桩上破浪力的群体相互作用效应:实验测试和预测模型
IF 4.2 2区 工程技术 Q1 ENGINEERING, CIVIL Pub Date : 2024-10-29 DOI: 10.1016/j.coastaleng.2024.104651
Xiutao Jiang , Zegao Yin , Yanxu Wang , Rengong Zhang
Pile groups are extensively utilized as supports for many coastal structures, such as bridges, jetties, and oil production platforms. The problem of understanding the interaction effects within pile groups and predicting the breaking wave forces on them is considered in this paper, using experimental tests and machine learning-based predictive modeling. The restriction of previous studies on this important engineering problem is that the pile group arrangements considered are limited. Prediction methods are therefore developed only for specific pile group arrangements and do not incorporate the effect of the incident wave direction. In this study, to partially overcome this limitation, an extensive experimental investigation is conducted on 70 different pile group arrangements under six breaking wave conditions. Three pile group coefficients, characterized by the total, quasi-static, and dynamic forces, are introduced for a thorough assessment of the interaction effects within the pile group. First, the pile group coefficients for three basic arrangements (tandem, side-by-side, and staggered) are evaluated. The results reveal a sheltering effect in the tandem arrangement and an amplification effect in the side-by-side arrangement. However, the forces on the measured pile in the staggered arrangement resemble those on the isolated pile, with neither significant sheltering nor amplification effects observed. Then, the results for all arrangements highlight the significant effect of wave direction on the pile group coefficients for small inter-pile spacing. Finally, different machine learning algorithms are adopted to develop predictive models for the group coefficients. The XGBoost model demonstrates superior accuracy for predicting the total and quasi-static force coefficients, while the dynamic force coefficient remains challenging to predict accurately due to its stochastic nature.
桩群被广泛用作桥梁、防波堤和采油平台等许多海岸结构的支撑。本文利用实验测试和基于机器学习的预测建模,探讨了如何理解桩群内部的相互作用效应并预测桩群的破浪力。以往对这一重要工程问题的研究存在局限性,即考虑的桩群布置有限。因此,只能针对特定的桩群布置开发预测方法,而没有考虑入射波方向的影响。在本研究中,为了部分克服这一局限性,我们在六种破浪条件下对 70 种不同的桩群布置进行了广泛的实验研究。为了全面评估桩群内部的相互作用效应,引入了以总力、准静力和动力为特征的三个桩群系数。首先,评估了三种基本布置(串联、并排和交错)的桩群系数。结果显示,串联布置有遮挡效应,并排布置有放大效应。然而,在交错布置中,测量桩上的力与孤立桩上的力相似,既没有观察到明显的遮挡效应,也没有观察到放大效应。然后,所有布置的结果都突出表明,在桩间距较小的情况下,波浪方向对桩群系数有显著影响。最后,我们采用了不同的机器学习算法来开发桩群系数预测模型。XGBoost 模型在预测总力系数和准静力系数方面表现出更高的准确性,而动态力系数由于其随机性,准确预测仍具有挑战性。
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Coastal Engineering
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