摘要
The full-field vibration displacement acquired via digital image correlation method is widely applied in aerospace structural testing and monitoring because of its advantages of high environmental adaptability and non-contact full-field. However, structural damage identification based on full-field vibration displacements faces two critical problems:Current modal analysis methods possess low computational efficiency when dealing with high spatial resolution displacement fields;The baseline-free damage identification method based on modal shape is difficult to extract damage features and has poor anti-noise performance. In order to solve those problems, a frequency domain modal analysis method based on kernel decomposition and joint principal component analysis, and a damage localization method based on pseudo-excitation are proposed. Singular value decomposition is employed to process the full-field displacement fields for obtaining the kernel functions and their coefficients, which contain the local damage characteristics. On this basis, a frequency domain modal analysis enhanced by joint principal component analysis is adopted to evaluate the noise-robust and high spatial resolution modal shapes. The disturbance of local dynamic equilibrium equation caused by structural damage is equivalent to a pseudo excitation force for damage detection. In addition, the local proximity of damage features and sparse spatial distribution of measurement noise are harnessed to optimize the damage localization accuracy via a hierarchical clustering method. Multi-modal information fusion damage index is proposed to improve the accuracy of damage localization. Numerical and experimental results demonstrate the effectiveness of the proposed method.
投稿的翻译标题 | Full-field high spatial resolution modal parameter and damage identification for large-scale plate-type structures |
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源语言 | 繁体中文 |
页(从-至) | 2103-2113 |
页数 | 11 |
期刊 | Zhendong Gongcheng Xuebao/Journal of Vibration Engineering |
卷 | 37 |
期 | 12 |
DOI | |
出版状态 | 已出版 - 12月 2024 |
关键词
- damage localization
- hierarchical clustering
- large-scale plate-type structure
- modal analysis
- pseudo-excitation method