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Computers and Concrete Volume 20, Number 5, November 2017 , pages 521-527 DOI: https://doi.org/10.12989/cac.2017.20.5.521 |
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Using multi-type sensor measurements for damage detection of shear connectors in composite bridges under moving loads |
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Xingyu Fan, Jun Li, Hong Hao and Zhiwei Chen
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| Abstract | ||
| This paper proposes using the multi-type sensor vibration measurements, such as from a relative displacement sensors and a traditional accelerometer for the damage detection of shear connectors in composite bridge under moving loads. Hilbert-Huang Transform (HHT) spectra of these responses will be fused with a data fusion approach i.e., Dempster-Shafer method, to detect the damage of shear connectors. Experimental studies on a composite bridge model in the laboratory are conducted to demonstrate the effectiveness and performance of using the proposed approach in detecting the damage of shear connectors in composite bridges. Both undamaged and damaged scenarios are considered. The detection results with the data fusion of multi-type sensor measurements show a more reliable and robust performance and accuracy, avoiding the false identifications. | ||
| Key Words | ||
| composite bridge; shear connector; damage detection; relative displacement; data fusion; Hilbert-Huang Transform | ||
| Address | ||
| Xingyu Fan and Hong Hao:Centre for Infrastructural Monitoring and Protection, School of Civil and Mechanical Engineering, Curtin University, Kent Street, 6102, Bentley, Western Australia Jun Li: 1) Centre for Infrastructural Monitoring and Protection, School of Civil and Mechanical Engineering, Curtin University, Kent Street, 6102, Bentley, Western Australia 2) State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, Dalian, China Zhiwei Chen: Department of Civil Engineering, Xiamen University, Xiamen, China | ||