1. 基于计算机视觉的结构多测点位移与 振动特性非接触测量方法.
- Author
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董晨阳, 田永丁, 向晖, 李东华, and 周成龙
- Abstract
Displacement is a key parameter to evaluate the serviceability and safety of structures, but the traditional contact measurement method has the disadvantage of low efficiency and high cost, and it is difficult to accurately measure the dense displacements. To solve the above problems, a noncontact measurement method for the dynamic displacement and vibration properties of structures with computer vision technology and adaptive variational modal decomposition was proposed. A high-speed camera was employed to capture the motion images of a cantilever beam structure under the excitation of an impact hammer, and target detection and feature extraction algorithms without targets were developed to obtain the dynamic displacements of the structure under the impact load. Furthermore, a high-precision identification method for the vibration frequency and damping ratio of a structure based on the variational modal decomposition and the Hilbert transform was proposed. The effectiveness of the proposed method has been validated by the noncontact vibration measurement tests of a cantilever beam. The results show that the maximum measurement errors of displacement extracted by the circular center detection algorithm and the image feature detection algorithm are 0. 093 mm and 0. 046 mm, respectively, which proves that the displacement extraction accuracy of the feature detection algorithm is more accurate. Meanwhile, the variational modal decomposition method is used for the separation of the measured displacement signals and the identification of the structural vibration properties. It is seen that the identified natural frequencies and damping ratios by the circular target detection are almost the same as the results obtained from feature extraction algorithms. The research results can provide a new method for high-precision multipoint displacement monitoring and dynamic identification of bridge structures under unexpected events, and it has the advantages of low cost, ease of use, and flexible choice of measurement points. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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