Indian Symposium on Offshore Geotechnics 2022
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The paper presents a novel procedure to support the preliminary design of anchor piles for floating
offshore wind facilities. As Floating Offshore Wind Turbines (FOWTs) operate in a complex marine
environment, under extreme events, they would be subject to load actions from impetuous wind, steep
waves and strong currents. Under these conditions, tensile loads transmitted by the FOWT structure
may become critical for the piles, particularly when they are used with vertical moorings. The tensile
capacity of piles driven in sand is commonly estimated with the use of cone penetration test methods
(CPT-methods), while an insight into the deformation can be achieved with the use of load-transfer
approaches. However, there are still uncertainties on what should be the most suitable formulation to
be used among the available ones. The approach proposed in this work combines Finite Element (FE)
and metamodeling techniques to analyse the response of pile anchors driven in sand and subjected to
pull-out load. The FE model used in the study is a simple but effective solution to reproduce the
response of anchor pile subject to monotonic load and is used to train a metamodel. Differently from
FE model, which computational expense limits the use for probabilistic analyses, a metamodel can be
used to perform some sensitivity analysis at negligible computational cost. The procedure on how to
build a metamodel based on a reliable FE model is here illustrated for open-ended driven piles installed
in sand and subjected to drained monotonic tensile loading.