A Dataset for Lateral Load Capacities of Large Scale Monopiles

The dataset is used for training a hybrid neural network and is generated using Finite Element Modeling. The presented dataset contains the lateral response (kN) of the monopile at 0.5 and 1 degree of rotation along with the monopile's length (m), the moment of inertia (m4), and load eccentricity (m). The dataset also contains the values of depth (m) and its corresponding cone resistance (qc: kPa) obtained from the CPT test.本数据集用于混合神经网络（hybrid neural network）的训练，通过有限元建模（Finite Element Modeling）生成。本次提供的数据集包含单桩（monopile）在旋转角度为0.5°与1°时的侧向响应（单位：kN），同时涵盖单桩的桩长（单位：m）、惯性矩（moment of inertia，单位：m⁴）以及荷载偏心距（load eccentricity，单位：m）。此外，该数据集还收录了由静力触探试验（Cone Penetration Test，CPT test）测得的深度（单位：m）及其对应的锥尖阻力（qc，单位：kPa）数值。