Data underlying the publication: Data-Driven Models for Yacht Hull Resistance Optimization: Exploring Geometric Parameters Beyond the Boundaries of the Delft Systematic Yacht Hull Series

This dataset supports the publication <em>Data-Driven Models for Yacht Hull Resistance Optimization: Exploring Geometric Parameters Beyond the Boundaries of the Delft Systematic Yacht Hull Series</em>. It contains hydrodynamic resistance data from the Delft Systematic Yacht Hull Series (DSYHS) for a systematically varied yacht hull forms and the corresponding resistance informed via an Experimental Fluid Dynamics. The research aims to develop and evaluate surrogate models capable of predicting total resistance for yacht hulls with geometries that extend beyond the original scope of the Delft Systematic Yacht Hull Series (DSYHS). The dataset includes geometric descriptors, hydrostatics, operating conditions (e.g., Froude number), and corresponding resistance results. It enables investigations into data-driven resistance prediction, design space generalization, and the impact of geometric features on hull performance.

本数据集为论文《面向游艇艇体阻力优化的数据驱动模型：探索代尔夫特系统性游艇艇体系列（Delft Systematic Yacht Hull Series, DSYHS）边界之外的几何参数》提供研究支撑。数据集包含源自代尔夫特系统性游艇艇体系列（DSYHS）的、经系统性参数调整的多组游艇艇体构型的水动力阻力数据，以及通过实验流体动力学（Experimental Fluid Dynamics）手段测得的对应阻力结果。本研究旨在开发并评估可对几何范畴超出该系列初始设计范围的游艇艇体总阻力进行预测的替代模型。数据集涵盖几何描述符、静水力特性、运行工况（如傅汝德数（Froude number））以及对应的阻力结果，可支撑数据驱动的阻力预测、设计空间泛化以及几何特征对艇体性能影响等相关研究。