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基于可靠性的垂直式防波堤设计优化,该防波堤具有多个极限状态方程,适用于韩国不同海域的海洋环境。

Reliability-based design optimization for a vertical-type breakwater with multiple limit-state equations under Korean marine environments varying from sea to sea.

作者信息

Cho Yong Jun

机构信息

Department of Civil Engineering, University of Seoul, Seoul, Korea.

出版信息

Sci Rep. 2024 Apr 20;14(1):9081. doi: 10.1038/s41598-024-59396-7.

DOI:10.1038/s41598-024-59396-7
PMID:38643187
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11032385/
Abstract

In this study, as part of basic research aimed at enhancing the accuracy of load and resistance coefficients to ensure their suitability for practical design and promoting the application of underutilized reliability-based design in Korea, the author conducts optimal design based on the reliability analysis of a vertical-type breakwater in the seas off of Haeundae, Yeosu, Mokpo, Gunsan, and Incheon-representative ports in Korea. In doing so, the author utilized the double-loop approach, which simultaneously addresses a reliability problem nested within an optimization process, employing the Polak-He optimization algorithm. To mitigate the substantial numerical effort required by the double-loop approach based on the Polak-He optimization algorithm, which necessitates the gradients of both cost and constraint functions, the subset simulation method was employed. In this process, the author deliberately refrained from using design waves of a specific return period and linear probabilistic models such as the Gaussian distribution, especially concerning wave and lift forces, often viewed as barriers to the widespread application of reliability-based design in Korea. Instead, the author focused on characterizing the uncertainties associated with the wave force, lift force, and overturning moment-variables that significantly impact the integrity of vertical-type breakwaters-by developing probabilistic models for these random variables directly from long-term in situ wave data. These models capture the varied characteristics of the Korean marine environment from sea to sea. In this way, the need for additional assumptions concerning the interrelationship between significant wave and maximum wave heights, along with the wave period, can be eliminated. Following Occam's razor principle, which suggests that explanations constructed with the smallest possible set of assumptions are superior, the reliability-based design optimization of a vertical-type breakwater presented in this study demonstrates promise in terms of simplicity and practicality. The limit state of the vertical-type breakwater was defined to encompass sliding, overturning, and collapse failures, and the strong interrelations between the wave force, lift force, and overturning moment were described using the Nataf joint distribution. As anticipated, simulation results show that solely considering sliding failure, as in the current reliability-based design platform in Korea, leads to an underestimated failure probability. Furthermore, ensuring a consistent failure probability for vertical-type breakwaters using design waves with a specific return period, as in past studies, is not feasible. In contrast, this study demonstrated that breakwaters optimally designed to meet the reliability index requirement of β = 3.5-4 consistently maintain a target failure probability in all sea areas.

摘要

在本研究中,作为基础研究的一部分,旨在提高荷载和抗力系数的准确性,以确保其适用于实际设计,并推动韩国未充分利用的基于可靠性的设计的应用,作者基于对韩国代表性港口釜山海云台、丽水、木浦、群山和仁川附近海域垂直式防波堤的可靠性分析进行了优化设计。在此过程中,作者采用了双循环方法,该方法同时解决了嵌套在优化过程中的可靠性问题,并采用了波拉克 - 赫优化算法。为了减轻基于波拉克 - 赫优化算法的双循环方法所需的大量数值计算工作(该方法需要成本函数和约束函数的梯度),采用了子集模拟方法。在此过程中,作者特意避免使用特定重现期的设计波浪和线性概率模型,如高斯分布,特别是在波浪力和升力方面,这些通常被视为韩国基于可靠性的设计广泛应用的障碍。相反,作者专注于通过直接从长期现场波浪数据为这些随机变量建立概率模型,来描述与波浪力、升力和倾覆力矩相关的不确定性,这些变量对垂直式防波堤的完整性有重大影响。这些模型捕捉了韩国不同海域海洋环境的多样特征。通过这种方式,可以消除关于有效波高和最大波高之间以及波周期之间相互关系的额外假设。遵循奥卡姆剃刀原则,即认为用尽可能少的假设构建的解释更优,本研究中提出的垂直式防波堤基于可靠性的设计优化在简单性和实用性方面显示出前景。垂直式防波堤的极限状态被定义为包括滑动、倾覆和坍塌破坏,并且使用纳塔夫联合分布描述了波浪力、升力和倾覆力矩之间的强相互关系。正如预期的那样,模拟结果表明,像韩国当前基于可靠性的设计平台那样仅考虑滑动破坏会导致低估失效概率。此外,像过去的研究那样使用特定重现期的设计波浪来确保垂直式防波堤具有一致的失效概率是不可行的。相比之下,本研究表明,优化设计以满足可靠性指标要求β = 3.5 - 4的防波堤在所有海域都能持续保持目标失效概率。

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