Support condition identification for monopile-supported offshore wind turbines based on time domain model updating

IF 4 2区 工程技术 Q1 ENGINEERING, CIVIL
Jun Liang , Bence Kato , Yuhao Fu , Ying Wang
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引用次数: 0

Abstract

The soil-structure interaction (SSI), which presents intricate nonlinearities and inevitably varies throughout the structural lifetime, is critical for the structural performance of monopile-supported offshore wind turbines (OWTs). Since its direct monitoring is challenging, a new time domain model updating method for support condition identification of monopile-supported OWTs is proposed in this study. A distributed spring-dashpot model incorporating nonlinear stiffness and damping is used to simulate the SSI. Time-domain responses of the OWT are used to construct the objective function for model updating. Vibration tests on a scaled model of the DTU 10 MW OWT are performed in the laboratory to verify the proposed method. The model updating results based on the test data show that the mean squared error between simulated and measured responses is less than 0.011, significantly smaller than the results obtained by using the traditional frequency-domain model updating methods. These findings demonstrated that the proposed distributed spring-dashpot model can accurately capture the complex nonlinearity in SSI and that the proposed time-domain model updating method can be used to identify the support conditions of monopile-supported OWTs. The methodology is expected to contribute significantly to enhancing the efficiency of the operation and maintanence for OWTs.
基于时域模型更新的单桩支撑海上风力涡轮机支撑条件识别
土壤-结构相互作用(SSI)具有复杂的非线性,在整个结构寿命期间不可避免地会发生变化,这对单桩支撑海上风力涡轮机(OWT)的结构性能至关重要。由于对其进行直接监测具有挑战性,本研究提出了一种新的时域模型更新方法,用于识别单桩支撑海上风力涡轮机的支撑状况。采用包含非线性刚度和阻尼的分布式弹簧-底盘模型来模拟 SSI。OWT 的时域响应用于构建模型更新的目标函数。在实验室中对 DTU 10 MW OWT 的缩放模型进行了振动测试,以验证所提出的方法。基于测试数据的模型更新结果表明,模拟响应与测量响应之间的均方误差小于 0.011,明显小于使用传统频域模型更新方法得到的结果。这些研究结果表明,所提出的分布式弹簧-底座模型能够准确捕捉 SSI 中的复杂非线性,而且所提出的时域模型更新方法可用于确定单桩支撑 OWT 的支撑条件。该方法有望极大地提高风电场的运行和维护效率。
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来源期刊
Marine Structures
Marine Structures 工程技术-工程:海洋
CiteScore
8.70
自引率
7.70%
发文量
157
审稿时长
6.4 months
期刊介绍: This journal aims to provide a medium for presentation and discussion of the latest developments in research, design, fabrication and in-service experience relating to marine structures, i.e., all structures of steel, concrete, light alloy or composite construction having an interface with the sea, including ships, fixed and mobile offshore platforms, submarine and submersibles, pipelines, subsea systems for shallow and deep ocean operations and coastal structures such as piers.
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