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砂土海床中海上风电大直径单桩p-y模型预测性能对比

Comparison of Predictive Performance of p-y Models for Offshore Wind Large-Diameter Monopiles in Sand

  • 摘要:
    目的 针对砂土海床中海上风电大直径单桩基础设计,研究与对比现有p-y模型对大直径单桩桩-土相互作用的预测性能,讨论不同因素对p-y模型预测结果的影响。
    方法 对比不同p-y模型针对假定桩基尺寸与土质条件下p-y模型初始刚度与极限承载力的预测结果,讨论砂土相对密实度、桩径和应力水平的影响,最后应用不同p-y模型对文献发表的试验数据进行反演分析,从而直观评价不同模型的预测能力。
    结果 应力水平对API p-y模型的影响较大,在低应力水平下,API p-y模型预测的初始刚度和极限承载力较实际偏低,然而随着应力水平提高,API p-y模型预测的初始刚度和极限承载力偏高。
    结论 对小比尺模型试验,API p-y模型预测效果较好或偏于保守,然而对于实际应力水平下的海上风电大直径单桩基础,API p-y模型严重高估桩-土相互作用刚度与承载力,将其应用于海上风电大直径单桩基础的设计可能偏于不安全。基于CPT的p-y模型则对小比尺模型试验和大直径单桩数值模拟试验均能给出了较为合理的预测,具备推广至海上风电大直径单桩设计的潜能。

     

    Abstract:
    Objective This study is concerned with the design of monopile foundations for offshore wind turbines (OWTs) in sand. The predictive performance of existing p-y models in large-diameter monopile soil-pile interaction is evaluated. The influence of different factors on the results of these p-y models is discussed.
    Method Compare the predictions of different p-y models for initial stiffness and ultimate capacity under assumed pile size and soil conditions, discussing the effects of sand relative density, pile diameter, and stress level. Finally, perform back analysis on test data published in the literature with different p-y models to visually evaluate the predictive capabilities of each model.
    Result Changes in stress level result in a significant influence on the API p-y model. At low stress levels, the API p-y model predicts initial stiffness and ultimate capacity lower than actual values. However, as the stress level increases, the predicted initial stiffness and ultimate capacity tend to be overestimated.
    Conclusion For small-scale model tests, the API p-y model provides relatively accurate or conservative predictions. However, for offshore wind turbine monopile foundations under practical stress levels, the API p-y model significantly overestimates the pile-soil interaction stiffness and bearing capacity. Its application to the design of offshore wind turbine monopiles may lead to unsafe results. In contrast, p-y models based on CPT data offer more reasonable predictions for both small-scale model tests and large-diameter monopile numerical simulations, showing potential for application in the design of offshore wind turbine monopile foundations.

     

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