首页|期刊导航|中国海洋大学学报(自然科学版)|非一致条件下基于改进复合极值分布的设计波高研究

非一致条件下基于改进复合极值分布的设计波高研究OA

Research on Design Wave Heights Based on Improved Compound Extreme Value Distribution Under Non-Stationary Conditions

中文摘要英文摘要

针对海浪波高统计特征受全球气候变化与人为因素的影响而不再满足一致性假设的问题,为更精准地推求海洋工程设计波高,本文在传统复合极值分布(Compound extreme value distribution,CEVD)基础上,引入非一致性建模方法,结合台风与非台风期间的极值波高数据,构建了改进的复合极值分布(Improved CEVD,ICEVD)模型.本文基于对比分析非一致性条件下传统CEVD和ICEVD模型的计算结果,采用期望超过次数(Expected number of exceedances,ENE)法、设计年限水平(Design life level,DLL)法、等可靠度(Equal reliability,ER)法和设计年限平均值(Average design life level,ADLL)法这四种方法推求设计波高,同时开展不确定性分析,验证了ICEVD模型的优越性.该模型不仅能弥补传统CEVD模型忽略非台风过程的缺陷,还能更准确地反映气候变化背景下极值波高的非一致特征,尤其适用于受台风与非台风天气系统共同影响的海域,为海洋工程设计波高的推算提供了新的技术途径.

In response to the problem that the statistical characteristics of wave height no longer satisfy the stationarity assumption due to global climate change and anthropogenic factors,this study aims to more accurately estimate design wave heights for marine engineering.An improved compound extreme value distribution(ICEVD)model is developed based on the traditional compound extreme value distri-bution(CEVD)by integrating non-stationary modeling techniques with extreme wave height data from both typhoon and non-typhoon periods.The computational results of the traditional CEVD and the pro-posed ICEVD under non-stationary conditions are compared.Using four methods—the expected number of exceedances(ENE),design life level(DLL),equal reliability(ER),and average design life level(ADLL)—design wave heights are derived,and an uncertainty analysis is conducted.The results dem-onstrate the improved performance of the ICEVD.This model not only overcomes the limitation of the traditional CEVD,which ignores non-typhoon processes,but also more accurately reflects the non-sta-tionary characteristics of extreme wave heights under climate change.It is particularly suitable for sea areas jointly influenced by typhoon and non-typhoon weather systems,providing a new technical ap-proach for estimating design wave heights in marine engineering.

黄孟怡;李艳春;陶山山;董胜

中国海洋大学工程学院,山东 青岛 266100中国海洋大学工程学院,山东 青岛 266100中国海洋大学工程学院,山东 青岛 266100中国海洋大学工程学院,山东 青岛 266100

海洋科学

设计波高复合极值分布非一致台风海洋工程

design wave heightcompound extreme value distributionnon-stationarytyphoonocean engineering

《中国海洋大学学报(自然科学版)》 2026 (7)

128-137,10

国家自然科学基金项目(52171284,51509227)资助 Supported by the National Natural Science Foundation of China(52171284,51509227)

10.16441/j.cnki.hdxb.20250199

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