单桩支撑海上风力涡轮机的老化、多危险脆弱性

IF 4.6 2区 工程技术 Q1 ENGINEERING, GEOLOGICAL
Ziliang Zhang , Raffaele De Risi , Anastasios G. Sextos
{"title":"单桩支撑海上风力涡轮机的老化、多危险脆弱性","authors":"Ziliang Zhang ,&nbsp;Raffaele De Risi ,&nbsp;Anastasios G. Sextos","doi":"10.1016/j.soildyn.2025.109900","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents time-dependent multi-hazard fragility functions for a monopile-supported 5 MW offshore wind turbine (OWT) under combined stochastic wind, wave and seismic loads. Ageing is considered by explicitly modelling two major deterioration phenomena: support structure zonal corrosion and monopile foundation scouring. A Latin Hypercube sampled, cloud-based, dual-intensity-measure (IM) fragility assessment framework is employed to produce multi-hazard fragility surfaces at nine evenly separated instants (0–40 years). Various model uncertainties were accounted for via a pre-defined multivariate probabilistic distribution. Failure probabilities at different ages were derived using Gaussian Process Regression (GPR) for selected Engineering Demand Parameters (EDPs), where the full range of operational inflow wind speeds (3–25 m/s) was considered. Over time, the modal characteristics of the soil-foundation-structure system deviate from its original state. The probability of an OWT exceeding the ultimate limit state (ULS) criterion when subjected to a design-level combination of wind, wave and earthquake loads is not just nonnegligible but can increase considerably owing to ageing: by 66 % after 10 years of operation and 100 % after a typical 25-year design life. The results indicate the importance of multi-hazard coupling and provide a robust framework for assessing time-evolving fragility under joint earthquake-wind-wave loading.</div></div>","PeriodicalId":49502,"journal":{"name":"Soil Dynamics and Earthquake Engineering","volume":"200 ","pages":"Article 109900"},"PeriodicalIF":4.6000,"publicationDate":"2025-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Ageing-dependent, multi-hazard fragility of monopile-supported offshore wind turbines\",\"authors\":\"Ziliang Zhang ,&nbsp;Raffaele De Risi ,&nbsp;Anastasios G. Sextos\",\"doi\":\"10.1016/j.soildyn.2025.109900\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper presents time-dependent multi-hazard fragility functions for a monopile-supported 5 MW offshore wind turbine (OWT) under combined stochastic wind, wave and seismic loads. Ageing is considered by explicitly modelling two major deterioration phenomena: support structure zonal corrosion and monopile foundation scouring. A Latin Hypercube sampled, cloud-based, dual-intensity-measure (IM) fragility assessment framework is employed to produce multi-hazard fragility surfaces at nine evenly separated instants (0–40 years). Various model uncertainties were accounted for via a pre-defined multivariate probabilistic distribution. Failure probabilities at different ages were derived using Gaussian Process Regression (GPR) for selected Engineering Demand Parameters (EDPs), where the full range of operational inflow wind speeds (3–25 m/s) was considered. Over time, the modal characteristics of the soil-foundation-structure system deviate from its original state. The probability of an OWT exceeding the ultimate limit state (ULS) criterion when subjected to a design-level combination of wind, wave and earthquake loads is not just nonnegligible but can increase considerably owing to ageing: by 66 % after 10 years of operation and 100 % after a typical 25-year design life. The results indicate the importance of multi-hazard coupling and provide a robust framework for assessing time-evolving fragility under joint earthquake-wind-wave loading.</div></div>\",\"PeriodicalId\":49502,\"journal\":{\"name\":\"Soil Dynamics and Earthquake Engineering\",\"volume\":\"200 \",\"pages\":\"Article 109900\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-10-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Soil Dynamics and Earthquake Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0267726125006943\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, GEOLOGICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Soil Dynamics and Earthquake Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0267726125006943","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, GEOLOGICAL","Score":null,"Total":0}
引用次数: 0

摘要

本文给出了单桩支撑5mw海上风电机组在随机风、波、地震联合作用下的时变多灾害易损性函数。老化是通过明确模拟两种主要劣化现象:支撑结构区域腐蚀和单桩基础冲刷来考虑的。采用拉丁超立方体采样、基于云的双强度测量(IM)脆弱性评估框架,在9个均匀间隔的瞬间(0-40年)生成多危险脆弱性表面。各种模型的不确定性通过预先定义的多元概率分布来解释。采用高斯过程回归(GPR)对选定的工程需求参数(EDPs)推导了不同龄期的失效概率,其中考虑了整个运行入流风速范围(3-25 m/s)。随着时间的推移,土-基础-结构体系的模态特征偏离了其原始状态。当受到风、波和地震荷载的设计级组合时,OWT超过极限状态(ULS)标准的概率不仅不可忽略,而且由于老化而大大增加:在运行10年后增加66%,在典型的25年设计寿命后增加100%。结果表明了多灾害耦合的重要性,并为地震-风波联合荷载作用下的时间演变脆弱性评估提供了一个可靠的框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ageing-dependent, multi-hazard fragility of monopile-supported offshore wind turbines
This paper presents time-dependent multi-hazard fragility functions for a monopile-supported 5 MW offshore wind turbine (OWT) under combined stochastic wind, wave and seismic loads. Ageing is considered by explicitly modelling two major deterioration phenomena: support structure zonal corrosion and monopile foundation scouring. A Latin Hypercube sampled, cloud-based, dual-intensity-measure (IM) fragility assessment framework is employed to produce multi-hazard fragility surfaces at nine evenly separated instants (0–40 years). Various model uncertainties were accounted for via a pre-defined multivariate probabilistic distribution. Failure probabilities at different ages were derived using Gaussian Process Regression (GPR) for selected Engineering Demand Parameters (EDPs), where the full range of operational inflow wind speeds (3–25 m/s) was considered. Over time, the modal characteristics of the soil-foundation-structure system deviate from its original state. The probability of an OWT exceeding the ultimate limit state (ULS) criterion when subjected to a design-level combination of wind, wave and earthquake loads is not just nonnegligible but can increase considerably owing to ageing: by 66 % after 10 years of operation and 100 % after a typical 25-year design life. The results indicate the importance of multi-hazard coupling and provide a robust framework for assessing time-evolving fragility under joint earthquake-wind-wave loading.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Soil Dynamics and Earthquake Engineering
Soil Dynamics and Earthquake Engineering 工程技术-地球科学综合
CiteScore
7.50
自引率
15.00%
发文量
446
审稿时长
8 months
期刊介绍: The journal aims to encourage and enhance the role of mechanics and other disciplines as they relate to earthquake engineering by providing opportunities for the publication of the work of applied mathematicians, engineers and other applied scientists involved in solving problems closely related to the field of earthquake engineering and geotechnical earthquake engineering. Emphasis is placed on new concepts and techniques, but case histories will also be published if they enhance the presentation and understanding of new technical concepts.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信