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《面向游艇船型阻力优化的数据驱动模型：探索代尔夫特系统性游艇船体系列边界之外的几何参数》的发表提供支撑。数据集包含代尔夫特系统性游艇船体系列（Delft Systematic Yacht Hull Series, DSYHS）中经系统性变体的游艇船型的流体动力阻力数据，以及通过试验流体动力学（Experimental Fluid Dynamics）获取的对应阻力信息。本研究旨在开发并评估可对几何范畴超出代尔夫特系统性游艇船体系列（DSYHS）初始范围的游艇船型总阻力进行预测的代理模型。数据集涵盖几何描述符、静水力特性、运行工况（例如弗劳德数）以及对应的阻力结果。该数据集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船型性能影响等相关研究工作。