A generic and practical wave overtopping model that includes uncertainty

IF 1 3区 工程技术 Q4 ENGINEERING, CIVIL Proceedings of the Institution of Civil Engineers-Maritime Engineering Pub Date : 2018-09-01 DOI:10.1680/JMAEN.2017.31
T. Pullen, Ye Liu, Pedro Otiñar Morillas, D. Wyncoll, S. Malde, B. Gouldby
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引用次数: 9

Abstract

Mean wave overtopping discharge is generally accepted to be a primary design criterion for assessing the performance of coastal structures. It is a boundary condition for many coastal flood risk assessments. Modern methods for assessing wave overtopping discharges and their consequences are well documented and reported. Among the various tools available for assessing wave overtopping, the use of artificial neural networks has become increasingly popular. This paper introduces the next stage in the development of these models. Using the same source data, the new generic meta-modelling overtopping model reduces uncertainties and gives clear guidance on the range and validity of the outputs.
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一个包含不确定性的通用实用波浪过顶模型
平均波浪过顶流量被普遍认为是评估海岸结构物性能的主要设计准则。它是许多沿海洪水风险评估的边界条件。评估浪涌溢出及其后果的现代方法已得到充分的记录和报告。在各种可用于评估波浪过顶的工具中,人工神经网络的使用越来越受欢迎。本文介绍了这些模型发展的下一阶段。使用相同的源数据,新的通用元模型超顶模型减少了不确定性,并为输出的范围和有效性提供了明确的指导。
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来源期刊
CiteScore
6.10
自引率
14.80%
发文量
12
审稿时长
>12 weeks
期刊介绍: Maritime Engineering publishes technical papers relevant to civil engineering in port, estuarine, coastal and offshore environments. Relevant to consulting, client and contracting engineers as well as researchers and academics, the journal focuses on safe and sustainable engineering in the salt-water environment and comprises papers regarding management, planning, design, analysis, construction, operation, maintenance and applied research. The journal publishes papers and articles from industry and academia that conveys advanced research that those developing, designing or constructing schemes can begin to apply, as well as papers on good practices that others can learn from and utilise.
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