基于模型修正的海上风力机单桩基础刚度估算

IF 5.4 2区 工程技术 Structural Control & Health Monitoring Pub Date : 2023-09-12 DOI:10.1155/2023/4474809
Ross A. McAdam, Manolis N. Chatzis, Muge Kuleli, Emily F. Anderson, Byron W. Byrne
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引用次数: 2

摘要

海上风电基础模型的快速发展导致大量已建成结构的基础刚度特性普遍被低估,需要更新和验证单个结构模型和底层基础设计框架。本文提出了一种基于仅输出结构健康监测方法和模型更新相结合的结构健康监测方法,利用现场监测数据估计基础刚度参数。给出了某海上风电机组在大监测周期内空转状态下的现场监测数据,并应用运行模态分析对其模态参数进行了估计。这些与有限元模型预测的模态属性进行比较,采用旧的(API/DNVGL)或新的(PISA)基础设计属性,使用岩土工程现场调查数据进行校准。提出了一种新的解释海底水平静力等效基础刚度的方法,即根据荷载偏心的有效侧向和转动刚度来解释海底水平静力等效基础刚度。通过与观察到的模态行为进行比较,更新了海底水平静力等效基础特性,并提出了优化的基础参数,证明了与PISA方法预测的密切匹配。
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Monopile Foundation Stiffness Estimation of an Instrumented Offshore Wind Turbine through Model Updating
Rapid development of offshore wind foundation models has resulted in a large number of built structures with generally underestimated foundation stiffness properties and a need to update and validate both the individual structural models and the underlying foundation design frameworks. This paper outlines a structural health monitoring approach, based on the combination of output only structural health monitoring methods and model updating, to estimate foundation stiffness parameters using field monitored data. Field monitoring data from an offshore wind turbine under idling conditions, over a large monitoring period, are presented and operational modal analysis is applied to estimate the modal parameters. Those are compared to modal properties predicted by finite element models, employing either old (API/DNVGL) or new (PISA) foundation design properties, which are calibrated using geotechnical site investigation data. A new approach to interpret seabed level statically equivalent foundation stiffness, in terms of effective lateral and rotational stiffness against load eccentricity, is presented. Seabed level statically equivalent foundation properties are updated by comparison against the observed modal behaviour and the optimised foundation parameters are presented, demonstrating a close match to the predictions of the PISA method.
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来源期刊
Structural Control & Health Monitoring
Structural Control & Health Monitoring Engineering-Building and Construction
自引率
13.00%
发文量
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期刊介绍: The Journal Structural Control and Health Monitoring encompasses all theoretical and technological aspects of structural control, structural health monitoring theory and smart materials and structures. The journal focuses on aerospace, civil, infrastructure and mechanical engineering applications. Original contributions based on analytical, computational and experimental methods are solicited in three main areas: monitoring, control, and smart materials and structures, covering subjects such as system identification, health monitoring, health diagnostics, multi-functional materials, signal processing, sensor technology, passive, active and semi active control schemes and implementations, shape memory alloys, piezoelectrics and mechatronics. Also of interest are actuator design, dynamic systems, dynamic stability, artificial intelligence tools, data acquisition, wireless communications, measurements, MEMS/NEMS sensors for local damage detection, optical fibre sensors for health monitoring, remote control of monitoring systems, sensor-logger combinations for mobile applications, corrosion sensors, scour indicators and experimental techniques.
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