4.7 Article

A hybrid multiple damages detection method for plate structures

期刊

SCIENCE CHINA-TECHNOLOGICAL SCIENCES
卷 60, 期 5, 页码 726-736

出版社

SCIENCE PRESS
DOI: 10.1007/s11431-016-9002-0

关键词

plate; singular value decomposition (SVD); ant colony optimization (ACO); damage detection; hybrid method

资金

  1. National Natural Science Foundation of China [51475356]
  2. National Key Basic Research Program of China [2015CB057400]
  3. Wenzhou Technologies R&D Program of China [G20140047]

向作者/读者索取更多资源

A hybrid method is proposed to properly identify multiple damages for plate structures in this work. In the stage of damage localization, singular value decomposition (SVD) is applied to reveal singularities in modal shapes, and hence to detect the damage locations. In the stage of damage quantification, based on the detected location information ant colony optimization (ACO) algorithm is introduced to estimate damage severity by searching for damage evaluation database, which reveals the relationship between the natural frequencies and the damage severity. The modal shapes and the natural frequencies required in damage localization and quantification are obtained via the wavelet finite element method. The numerical simulation and experimental investigation are carried out to test the performance of the hybrid method for free aluminum plates with multiple damages. And the results indicate that the proposed method is effective to identify multiple damages of plate structures with reasonable precision.

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