Hybrid two-step method of damage detection for plate-like structures
发布时间：2025-04-30
点击次数：
- 发布时间：
- 2025-04-30
- 论文名称：
- Hybrid two-step method of damage detection for plate-like structures
- 发表刊物：
- Structural Control and Health Monitoring
- 摘要：
- This paper develops a two-step approach for structural damage detection. In the first step, the two-dimensional
generalized local entropy (2D-GLE) is proposed to identify the damage location and number for plates. Based
on the 2D-GLE, singularities in plates are revealed with the aid of mode shapes; hence, damages are localized,
and the number of which is estimated. Besides, the statistical analysis is applied in the analysis of 2D-GLE damage
maps to overcome the difficulty in damage detection methods without baseline data. In the second step, the
damage severities at the identified locations are evaluated via the optimization using artificial bee colony (ABC)
with the designed frequency object function. The advantages of the present method are as follows: (1)
No-baseline in the measurement of mode shapes. Damage localization via the 2D-GLE avoids using healthy mode
shapes serving as baselines in damage detection, and then only damaged mode shapes are required. (2) No
down-sampling. Compared with the wavelet-based methods, no down-sampling enhances the algorithmic
robustness and accuracy. (3) Efficiency. This hybrid two-step method shrinks the solving parameter domain
sharply in optimization via the first step. Hence, only the severity parameters need to be investigated in ABC.
(4) Robustness. ABC ensures the robustness of the proposed method. Different damage cases are investigated
in simulations, single-damage/multiple-damage cases, and noise immunity tests demonstrate that the proposed
method is effective and accurate in damage detection. At last, a simple experiment is given to verify the present
algorithm.
- 合写作者：
- Zhi-Bo Yang, Xue-Feng Chen, Yong Xie, Hui-Hui Miao, Jia-Jia Gao and Ke-Zhen Qi
- 卷号：
- 23(2)
- 页面范围：
- 167-285
- 是否译文：
- 否
- 发表时间：
- 2016-01-01