Investigation of essential parameters for the design of offshore wind turbine based on structural reliability

IF 9.4 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL
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引用次数: 0

Abstract

The probabilistic-based design method is gradually gaining attention in the wind industry because it provides more accurate modeling of uncertainty variables than that of traditional methods. Unfortunately, the numerous uncertainty variables involved in structural design are major obstacles to the successful application of this method. Therefore, this study presents a sensitivity analysis (SA) of a benchmark monopile offshore wind turbine (OWT) to screen the top-ranking variables from the viewpoint of reliability. Primarily, a comprehensive reliability SA framework of OWT is proposed, in which a novel measurement of soil uncertainties is conducted using quantitative analysis from the perspective of soil structure interaction (SSI). Subsequently, a reliability SA is conducted to explore the crucial variables influencing the structural safety from the uncertain clusters. The results indicate that Young's modulus, structural geometry, and SSI have significant effects on the structural reliability of excessive vibration failure. The hydrodynamic and aerodynamic load variables exhibit the most prominent influence on excessive deflection failure. Additionally, the SSI uncertainties exhibit a non-negligible effect in affecting the structural reliability, i.e., the lateral bending stiffness shows more sensitivity to the normal operation cases, whereas the impact of joint stiffness is more remarkable in parked scenarios.
基于结构可靠性的海上风力涡轮机设计基本参数研究
与传统方法相比,基于概率的设计方法能对不确定变量进行更精确的建模,因此逐渐受到风能行业的关注。遗憾的是,结构设计中涉及的众多不确定性变量是该方法成功应用的主要障碍。因此,本研究对基准单桩海上风力涡轮机(OWT)进行了灵敏度分析(SA),从可靠性的角度筛选出排名靠前的变量。首先,提出了一个全面的 OWT 可靠性评估框架,其中从土壤结构相互作用(SSI)的角度采用定量分析对土壤不确定性进行了新的测量。随后,进行可靠性评估,从不确定性群组中探索影响结构安全的关键变量。结果表明,杨氏模量、结构几何和 SSI 对过度振动破坏的结构可靠性有显著影响。流体动力和空气动力载荷变量对过度变形失效的影响最为显著。此外,SSI 的不确定性对结构可靠性的影响也不容忽视,即横向弯曲刚度对正常运行情况更为敏感,而关节刚度对停泊情况的影响则更为显著。
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来源期刊
Reliability Engineering & System Safety
Reliability Engineering & System Safety 管理科学-工程:工业
CiteScore
15.20
自引率
39.50%
发文量
621
审稿时长
67 days
期刊介绍: Elsevier publishes Reliability Engineering & System Safety in association with the European Safety and Reliability Association and the Safety Engineering and Risk Analysis Division. The international journal is devoted to developing and applying methods to enhance the safety and reliability of complex technological systems, like nuclear power plants, chemical plants, hazardous waste facilities, space systems, offshore and maritime systems, transportation systems, constructed infrastructure, and manufacturing plants. The journal normally publishes only articles that involve the analysis of substantive problems related to the reliability of complex systems or present techniques and/or theoretical results that have a discernable relationship to the solution of such problems. An important aim is to balance academic material and practical applications.
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