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Preliminary Study on an amendment to the Design Guideline of Outer Port Facilities Against Harsh Wave Conditions due to Climate Change based on Design Fidelity Index 基于设计保真度指数的气候变化影响下外港设施设计准则修正初探
Pub Date : 2022-01-30 DOI: 10.20481/kscdp.2022.9.1.75
Yonghyun Cho, S. Cho
This study aims to develop an amendment to the design guidelines for the outer port facilities based on quantitative indexes to address harsh wave conditions due to climate change. To this end, the author first looked into the in situ data of damage to outer port facilities collected in about a dozen major ports in Korea, where the outer port facility has failed in fulfilling its intended disaster prevention against typhoons over the last decade. In doing so, the design fidelity index, a quantitative index that can rationally determine the scope of reinforcement of outer port facilities, was developed based on the specified failure mechanism. The design fidelity index evaluates the degree of loss of armoring rocks, erosion of main body of breakwater, displacement of cap-concrete, lee side damage by overtopping, and scouring near the toe, which are the primary failure mode of the outer port facilities, and displays these damage extents of each of 5 primary failure mode in polar coordinates. Among the various failure modes mentioned above, scouring near the toe has been found in most outer port facilities, and as a result, the current design practice like whether to install scouring-prevention work is determined based on the limit depth for the incipient sediment motion needs to be revised. Numerical simulation shows that with sediment motion triggered by harsh water surface displacement in the standing waves formed in front of vertical type breakwater being accounted for, the robustness of scouring prevention works, which takes the maximum scour depth as the maximum wave height, could be secured. In addition, among the various quantitative indexes that can provide information concerned with how robust or vulnerable the outer port facilities would be by adjusting design waves return period, it turns out that the increasing rate of failure probability associated with the unit change in the nominal diameter of armoring rocks could provide most promising results.
本研究旨在根据定量指标对外港设施设计指南进行修订,以应对气候变化导致的恶劣波浪条件。为此,作者首先分析了10多年来未能履行台风灾害预防功能的国内10多个主要港口的外港设施现场受损情况。在此基础上,根据规定的破坏机制,建立了能够合理确定外港设施加固范围的定量指标——设计保真度指标。设计保真度指数评价了外港设施的主要破坏模式——护甲岩的损失程度、防波堤主体的侵蚀程度、顶盖混凝土的位移程度、背风面漫溢破坏程度、趾部冲刷破坏程度,并将5种主要破坏模式的破坏程度分别用极坐标表示出来。在上述各种破坏模式中,大多数外港设施都存在靠近趾部的冲刷现象,因此,目前根据初沙运动的极限深度来确定是否安装防冲工程等设计做法需要修改。数值模拟结果表明,考虑到直立式防波堤前形成的驻波中剧烈水面位移引发的泥沙运动,可以保证以最大冲刷深度为最大波高的防冲工程的鲁棒性。此外,在各种量化指标中,可以通过调整设计波返回周期来提供有关外港设施的坚固或脆弱程度的信息,结果表明,与装甲岩石标称直径单位变化相关的破坏概率增加率可以提供最有希望的结果。
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引用次数: 0
Climate Change Impacts of Sea Level Rise on the Saemangeum Sea Dike 气候变化对海平面上升对新万金海堤的影响
Pub Date : 2022-01-30 DOI: 10.20481/kscdp.2022.9.1.13
Bae-Seong Lee, Min-Kyu Jung, H. Kwon
The Saemangeum Sea Dike, completed in 2011 in South Korea, is the longest sea dike in the world. One of the most pressing issues of today, climate change leads to sea-level rise that could increase the risk of sea dike overflow. However, what impact climate change will have on the Saemangeum Sea Dike has not been verified yet. Here, we estimate the impacts of sea-level rise on the Saemangeum Sea Dike, using the Linear Regression Analysis method, the Continuous Wavelet Transform (CWT) method, and the Ensemble Empirical Mode Decomposition (EEMD) method. The sea level data of the Saemangeum area over the last 30 years were analyzed, and the results showed that the maximum rate of sea-level rise of the Saemangeum Sea Dike is at 2.51 mm/year when the EEMD method was applied. It means that the impact of sea-level rise on the Saemangeum sea dike is reasonably low because the sea level rise will exceed the freeboard after 366 years, so there is currently no clear sign that it poses a problem.
2011年竣工的新万金海堤是世界上最长的海堤。当今最紧迫的问题之一是,气候变化导致海平面上升,这可能会增加海堤溢出的风险。但是,气候变化会对新万金海堤产生什么样的影响,目前还没有得到验证。本文采用线性回归分析方法、连续小波变换(CWT)方法和集合经验模态分解(EEMD)方法对海平面上升对新万金海堤的影响进行了估计。对新万金地区近30年的海平面资料进行分析的结果显示,采用EEMD方法时,新万金海堤的最大海平面上升速度为2.51 mm/年。也就是说,在366年后,海平面上升幅度将超过干水线,因此对新万金海堤的影响相对较小,目前还没有明显的问题迹象。
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引用次数: 1
Estimation of Overtopping Discharges with Deep Neural Network(DNN) Method 用深度神经网络(DNN)方法估计溢流流量
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.229
Changkyu Kim, Insik Chun, Byungcheol Oh
An Artificial Intelligence(AI) study was conducted to calculate overtopping discharges for various coastal structures. The Deep Neural Network(DNN), one of the artificial intelligence methods, was employed in the study. The neural network was trained, validated and tested using the EurOtop database containing the experimental data collected from all over the world. To improve the accuracy of the deep neural network results, all data were non-dimensionalized and max-min normalized as a preprocessing process. L2 regularization was also introduced in the cost function to secure the convergence of iterative learning, and the cost function was optimized using RMSProp and Adam techniques. In order to compare the performance of DNN, additional calculations based on the multiple linear regression model and EurOtop’s overtopping formulas were done as well, using the data sets which were not included in the network training. The results showed that the predictive performance of the AI technique was relatively superior to the two other methods.
进行了一项人工智能(AI)研究,以计算各种海岸结构的溢水流量。研究中采用了人工智能方法之一的深度神经网络(Deep Neural Network, DNN)。使用EurOtop数据库对神经网络进行训练、验证和测试,该数据库包含从世界各地收集的实验数据。为了提高深度神经网络结果的准确性,所有数据都进行了无维化和最大最小归一化作为预处理过程。在代价函数中引入L2正则化以保证迭代学习的收敛性,并利用RMSProp和Adam技术对代价函数进行优化。为了比较DNN的性能,我们还使用未包含在网络训练中的数据集,基于多元线性回归模型和EurOtop的overtopping公式进行了额外的计算。结果表明,人工智能技术的预测性能相对优于其他两种方法。
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引用次数: 0
Projection of future sea level rise in the East Asian Seas based on Global Ocean-Sea Ice Coupled Model with SRES A1B Scenario 基于SRES A1B情景的全球海冰耦合模式对东亚海平面未来上升的预估
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.281
Minwoo Kim, Cheolsoo Kim, C. Jang
To project the future sea level rise in the East Asian Seas due to global warming, regional sea level variations are downscaled from three climate system models (GFDL-CM2.1, ECHAM5/MPI-OM, MIROC3.2(hires)) using a global ocean-sea ice coupled model with non-Boussinesq approximation. Based on the SRES A1B Scenario, the projected ensemble mean sea level rise (rate of rise) for the East Sea, Yellow Sea and East China Sea from 1995 to 2050 is 15.60cm (2.84mm/year), 16.49cm (3.0mm/year) and 16.43cm (2.99mm/year), respectively. With the inclusion of the future change of land ice melting and land water storage, the mean sea level rise (rate of rise) increases to 33.55cm (6.10mm/year) for the East Sea, and 34.38~34.44cm (6.25~6.26mm/year) for the Yellow and East China Seas. The present non-Boussinesq ocean model experiment shows that the future sea level rise in the East Sea is mainly due to the steric component changes by heat content increase. On the other hand, the future sea level rise in the Yellow and East China Seas appears to be mainly associated with the non-steric component change by water mass convergence.
为了预估全球变暖导致的东亚海平面未来上升,使用非boussinesq近似的全球海洋-海冰耦合模式,将三个气候系统模式(GFDL-CM2.1、ECHAM5/MPI-OM、MIROC3.2(hires))的区域海平面变化降尺度。基于SRES A1B情景,预估东海、黄海和东海1995 - 2050年的总体平均海平面上升(上升速率)分别为15.60cm (2.84mm/年)、16.49cm (3.0mm/年)和16.43cm (2.99mm/年)。考虑未来陆地冰融化和陆地储水量变化,东海平均海平面上升幅度为33.55cm (6.10mm/年),黄海和东海平均海平面上升幅度为34.38~34.44cm (6.25~6.26mm/年)。目前的非boussinesq海洋模式试验表明,未来东海海平面上升主要是由于热含量增加引起的空间分量变化。另一方面,未来黄海和东海海平面上升主要与水团辐合引起的非空间分量变化有关。
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引用次数: 0
Analysis of the tsunami amplification effect by resonance in Yeongil Bay 延日湾海啸共振放大效应分析
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.315
Eunju Lee, Sungwon Shin
Predicting tsunami hazards based on the tsunami source, propagation, runup patterns is critical to protect humans and property. Potential tsunami zone, as well as the historical tsunamis in 1983 and 1993, can be a threat to the east coast of South Korea. The Korea Meteorological Administration established a tsunami forecast warning system to reduce damage from tsunamis, but it does not consider tsunami amplification in the bay due to resonance. In this study, the Numerical model, Cornell Multi-grid Coupled Tsunami model, was used to investigate natural frequency in the bay due to coastal geometry. The study area is Yeongill bay in Pohang, southeast of South Korea, because this area is a natural bay and includes three harbors where resonance significantly occurs. This study generated a Gaussian-shaped tsunami, propagated it into the Yeongill bay, and compared numerical modeling results with data from tide gauge located in Yeongill bay during several storms through spectral analysis. It was found that both energies of tsunamis and storms were amplified at the same frequencies, and maximum tsunami wave height was amplified about 3.12 times. The results in this study can contribute to quantifying the amplification of tsunami heights in the bay.
根据海啸的震源、传播和上升模式来预测海啸灾害对保护人类和财产至关重要。潜在的海啸区,以及历史上1983年和1993年的海啸,可能对韩国东海岸构成威胁。虽然气象厅为了减少海啸的损失,建立了海啸预报警报系统,但没有考虑到海湾地区的海啸共振效应。本研究采用Cornell多栅格耦合海啸数值模型,研究了受海岸几何形状影响的海湾固有频率。研究区域是韩国东南部浦项的永吉尔湾,因为该地区是一个天然海湾,包括三个共振明显发生的港口。本研究产生了一个高斯型海啸,并将其传播到永吉尔湾,并通过光谱分析将数值模拟结果与位于永吉尔湾的潮汐计在几次风暴中的数据进行了比较。发现海啸和风暴的能量在相同的频率上都被放大了,最大海啸波高被放大了约3.12倍。本研究结果有助于量化海湾海啸高度的放大。
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引用次数: 1
Numerical simulation for increasing the sand mastic adaptation of repairing the breakwater 提高防波堤修复砂质层适应性的数值模拟
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.287
H. J. Jung, Young Jun Bang, Seung Oh Lee
As a breakwater gradually becomes obsolete, it becomes vulnerable to loss of its original functions and finally occurs corruption due to cavitation, scours inside, etc. The mortar grouting method, which has been in general applied in many cases, would invoke serious issues such as coastal environmental pollutions because of spilled-out cement before curing on the near sea. Thus, the sand mastic that utilizes the mastic asphalt becomes focused on as a substitute. However, the related study is hard to find in the domestic literature. In this study, therefore, the workability of sand mastic when filling up the cavitation inside a breakwater was evaluated with a 3-D numerical model, FLOW-3D. It was intended to propose the workability index (WI) of sand mastic based on the diffusion diameter. It has been shown that the temperature and the composition ratio of the asphalt are the most significant parameters on the rheologic characteristics of the sand mastic. As a result, it is recommended that the asphalt composition above 16% and the initial temperature above 150℃ when applying with a breakwater with inside cavitation.
随着防波堤的逐渐老化,防波堤容易失去原有的功能,最终因空化、内部冲刷等原因发生腐蚀。在许多情况下普遍采用的砂浆灌浆方法,在近海未养护前会产生水泥外溢,造成沿海环境污染等严重问题。因此,利用胶泥沥青的砂胶泥作为替代品成为人们关注的焦点。然而,国内文献中却鲜有相关研究。因此,本研究采用FLOW-3D三维数值模型对防波堤内空泡充填砂胶泥的可工作性进行了评价。提出了以扩散直径为基础的胶泥和易性指数(WI)。研究表明,温度和沥青的组成比是影响砂胶泥流变特性最重要的参数。因此,建议采用内空泡防波堤时,沥青成分≥16%,初始温度≥150℃。
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引用次数: 0
On Abnormally Strong Currents Observed on the Northern Coast of Peru during the 2015-2016 El Niño 2015-2016年El Niño期间秘鲁北部海岸观测到的异常强流
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.205
C. Shin, D. Gutiérrez
The northern coast of Peru is a region that can rapidly detect the impact of an El Niño. To investigate the effects of the 2015-2016 El Niño on the oceanographic environment of the northern coast of Peru, the temperature and current data obtained from moored equipment at an oil platform were analyzed. Strong coastal along-shore currents of more than 0.60 m·s-1 were observed three times, although the mean current speed was 0.10 m·s-1 flowing toward the south-southwest. After the first strong current, the bottom temperature increased and the mixed layer deepened and remained there during the El Niño event. The temperature reached a maximum after the strong coastal current, then decreased gradually. An analysis of wind and sea surface height anomalies revealed that the coastal strong current was caused by Kelvin waves and the deepening of the mixed layer was not related to local winds, but to coastal Kelvin waves from the equator during the El Niño event.
秘鲁北部海岸是一个可以快速探测到Niño飓风影响的地区。为了研究2015-2016年El Niño对秘鲁北部海岸海洋环境的影响,研究人员分析了从一个石油平台的系泊设备获得的温度和洋流数据。虽然平均流速为0.10 m·s-1,但有3次观测到超过0.60 m·s-1的沿海强岸流,流向西南偏南。在第一次强流之后,底部温度升高,混合层加深并在El Niño事件期间保持在那里。在强烈的海岸流后,温度达到最大值,然后逐渐下降。风和海面高度异常分析表明,沿海强流是由开尔文波引起的,混合层的加深与局地风无关,而是与来自赤道的沿海开尔文波有关。
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引用次数: 0
Variability of flow velocity induced by Dongsam Seawater Stream Floodgate installation 东三海水闸安装引起的流速变化
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.267
Seung-Nam Jin, Dong-ha Kim, H. Lim, H. Lee
The Dongsam seawater stream on a reclaimed land flows by tidal forcing. The flow in generally slow, especially in the central portion of the stream because the outflow and inflow each occurs at both ends of the stream simultaneously. As a result, sediments accmulate constantly with the deteorating water quality. In this study, field observation was conducted using Aquadrifter and Aquadopp and analyzed for the analysis of the flow velocity in the stream. The computational fluid dynamics (CFD) modeling was run with and without Seawater Stream Floodgate to predict the variability of the flow. The flow velocity of the Dongsam Seawater Stream was recorded in the range of 0.01 ~ 0.13 m/s, and the tidal range was within 1.0 m. According to the simulation, the flow velocity could increase remarkably with two floodgates used to force the stream to flow unidirectionally (toward Korea Maritime & Ocean University). The flow velocity change rate at each point is recorded -97 ~ 638% at P1 (front of Malfunction Floodgate near Busan Int. Cruise Terminal), -89 ~ 659% at P2 (back of Malfunction Floodgate near Busan Int. Cruise Terminal), -100 ~ 1198% at P3 (central channel), and at P4 (toward Korea Maritime & Ocean University) was -100 to 1163%, and Case III-a showed the largest flow velocity rate increase in the central part. Therefore, if two Floodgates are installed and flowed out toward Korea Maritime & Ocean University, the flow velocity rate of the Stream can be increased.
填海造地上的东三海水流在潮汐作用下流动。流入的水流通常很慢,特别是在水流的中心部分,因为流出和流入同时发生在水流的两端。随着水质的不断恶化,沉积物不断堆积。本研究采用aquadifter和Aquadopp进行了野外观测,并对水流流速进行了分析。采用计算流体动力学(CFD)模型,分别在有无海水闸门的情况下对水流的变化进行了预测。东三海流流速为0.01 ~ 0.13 m/s,潮差在1.0 m以内。根据模拟结果,如果使用两个闸门迫使水流单向流动(流向韩国海洋大学),水流速度会显著增加。在釜山机场附近的P1(故障闸前),记录了各点的流速变化率-97 ~ 638%。-89 ~ 659%在P2(釜山国际机场附近的故障闸后)。P3(中央航道)为-100 ~ 1198%,P4(韩国海洋大学方向)为-100 ~ 1163%,而案例III-a中,流速增加幅度最大的是中部航道。因此,如果设置两个闸门,并向海洋大学方向流出,则可以提高水流速度。
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引用次数: 0
Development of Physics-Based Morphology Model with an Emphasis on the Interaction of Incoming Waves with Transient Bed Profile due to Scouring and Accretion using Dynamic Mesh 基于物理的形态模型的发展,重点是由于冲刷和吸积引起的入射波与瞬态床剖面的相互作用
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.211
Y. Cho
A physics-based morphology model [Seoul Foam] was developed using the dynamic mesh technique to explain the interaction between the sea bed, which undergoes deformation due to siltation and scouring, and the incoming waves. In doing so, OlaFlow, an Open Foam-based toolbox, was used as a hydrodynamic model. To verify the proposed physically-based morphology [Seoul Foam] in this study, numerical simulations of the shoaling process over the beach of the uniform slope were implemented. The numerical result shows that the formation process of a sand bar over the foreshore was successfully simulated. As can be easily anticipated, the size of the sand bar was closely linked to the nature of incoming waves, and in the case of a rough sea, the foreshore slope was rapidly deformed due to scouring. In mild seas, several sand waves were formed near the shoreline, and when the exposure time was the same, the size of the sand waves was not as large as in rough seas.
使用动态网格技术开发了基于物理的形态学模型[Seoul Foam],以解释海床(由于淤积和冲刷而发生变形)与入射波浪之间的相互作用。在此过程中,使用了基于Open foam的工具箱OlaFlow作为流体动力学模型。为了验证本研究中提出的基于物理的形态[首尔泡沫],对均匀坡度的海滩上的浅滩过程进行了数值模拟。数值结果表明,成功地模拟了滨前沙坝的形成过程。可以很容易地预测到,沙洲的大小与来袭海浪的性质密切相关,在波涛汹涌的情况下,前海岸的斜坡由于冲刷而迅速变形。在温和海中,海岸线附近形成了几个沙波,在暴露时间相同的情况下,沙波的大小没有风浪大。
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引用次数: 4
Model Test about Reflection Coefficient for Perforated Wall Caisson according to Perforated Wall Shapes: Single Chamber Open Slit Caisson 基于孔壁形状的开缝沉箱反射系数模型试验
Pub Date : 2021-10-30 DOI: 10.20481/kscdp.2021.8.4.275
Young-Taek Kim
In this study, the hydraulic model tests for the single chamber perforated wall caisson were performed to investigate the reflection coefficients according to the slit shapes. The perforated wall with vertical and horizontal slits was applied to the tests. The random waves were used for the test by using Bretschneider-Mitsuyasu frequency spectrum. The similar reflection coefficients were measured in the vertical and horizontal slit caisson within a similar perforation ratio and area. The reflection coefficient according to relative slit length(S/Hs) was analyzed and the minimum reflection coefficients were measured in relatively small S/Hs (=2.7). The results from horizontal slits showed similar trends with those from the vertical slit perforated wall.
通过对单腔多孔壁沉箱进行水力模型试验,研究了不同狭缝形状下的反射系数。采用带垂直和水平开缝的穿孔墙体进行了试验。随机波采用Bretschneider-Mitsuyasu频谱进行测试。在相同射孔比和射孔面积下,垂直和水平狭缝沉箱的反射系数相近。根据相对狭缝长度(S/Hs)对反射系数进行了分析,并在相对较小的S/Hs(=2.7)下测得最小反射系数。水平狭缝的结果与垂直狭缝穿孔壁面的结果具有相似的趋势。
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引用次数: 0
期刊
Korea Society of Coastal Disaster Prevention
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