Cantilever Beams Damage Dataset

该数据集包含了悬臂梁在不同损伤情景的多种情况，重点关注夹紧条件、裂纹位置和裂纹深度。该数据集总共包含了36,573种可能的损伤情景，这些情景是通过相对自然频率偏移得出的。此外，该数据集是基于未受损梁的自然频率生成的，同时考虑了夹紧条件的缺陷和横向裂纹的影响。在规模上，有36,573种情景用于训练，其中30%用于测试和验证。该数据集的任务是针对悬臂梁的损伤检测。

This dataset covers various scenarios of cantilever beams under different damage conditions, with a focus on clamping conditions, crack location, and crack depth. In total, the dataset contains 36,573 possible damage scenarios, which are derived from relative natural frequency offsets. Furthermore, this dataset is generated based on the natural frequencies of the undamaged beam, while accounting for the effects of clamping condition defects and transverse cracks. In terms of scale, all 36,573 scenarios are used for training, with 30% of them reserved for testing and validation. The task of this dataset is damage detection for cantilever beams.