大 型 板 结 构 全 场 高 空 间 分 辨 率 模 态 参 数 辨 识与 损 伤 识 别 研 究

Translated title of the contribution: Full-field high spatial resolution modal parameter and damage identification for large-scale plate-type structures

Hai Bo Nian, Shan Cheng Cao, Ning Guo, Chao Xu

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Translated title of the contributionFull-field high spatial resolution modal parameter and damage identification for large-scale plate-type structures
Original languageChinese (Traditional)
Pages (from-to)2103-2113
Number of pages11
JournalZhendong Gongcheng Xuebao/Journal of Vibration Engineering
Volume37
Issue number12
DOIs
StatePublished - Dec 2024

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