Estimation of Displacement Response in Steel Plate Girder Bridge Using a Single MEMS Accelerometer

被引:9
作者
Morichika, Shogo [1 ]
Sekiya, Hidehiko [2 ]
Zhu, Yanjie [2 ]
Hirano, Shuichi [3 ]
Maruyama, Osamu [2 ]
机构
[1] Tokyo City Univ, Grad Sch Integrat Sci & Engn Civil Engn, Tokyo 1588557, Japan
[2] Tokyo City Univ, Dept Urban & Civil Engn, Tokyo 1588557, Japan
[3] Metropolitan Expressway Co Ltd, Maintenance & Transportat Dept, Inspect & Repair Promot Off, Maintenance Technol Sect, Tokyo 1008930, Japan
关键词
Bridge circuits; Micromechanical devices; Acceleration; Accelerometers; Wavelet transforms; Sensors; Frequency measurement; Bridge monitoring; displacement measurement; MEMS accelerometer; wavelet transform;
D O I
10.1109/JSEN.2021.3051697
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Live load-induced deformation is a significant evaluation index for bridge maintenance. To measure a structural displacement response, a method using several MEMS (Micro Electro Mechanical Systems) accelerometers has previously been developed. However, this method requires several sensors, and for improved practicality, a reduction in the number of sensors is desired. Therefore, in this article, a simple displacement monitoring method is proposed that uses only one MEMS accelerometer, which is installed at the longitudinal center of the target bridge. A wavelet transform-based method is applied to the acceleration records to identify the integration range for displacement estimation. The accuracy was evaluated on an actual in-service bridge. The result indicates high accuracy of displacement measurements, with only 5 error when compared with the values recorded by a contact displacement gauge.
引用
收藏
页码:8204 / 8208
页数:5
相关论文
共 24 条
[21]   Analysis of the dynamic response of a long span bridge using GPS/accelerometer/anemometer under typhoon loading [J].
Han, Houzeng ;
Wang, Jian ;
Meng, Xiaolin ;
Liu, Hua .
ENGINEERING STRUCTURES, 2016, 122 :238-250
[22]   Tendon Stress Estimation from Strain Data of a Bridge Girder Using Machine Learning-Based Surrogate Model [J].
Khayam, Sadia Umer ;
Ajmal, Ammar ;
Park, Junyoung ;
Kim, In-Ho ;
Park, Jong-Woong .
SENSORS, 2023, 23 (11)
[23]   Displacement estimation of bridge structures using data fusion of acceleration and strain measurement incorporating finite element model [J].
Cho, Soojin ;
Yun, Chung-Bang ;
Sim, Sung-Han .
SMART STRUCTURES AND SYSTEMS, 2015, 15 (03) :645-663
[24]   Structural displacement estimation by fusing vision camera and accelerometer using hybrid computer vision algorithm and adaptive multi-rate Kalman filter [J].
Ma, Zhanxiong ;
Choi, Jaemook ;
Liu, Peipei ;
Sohn, Hoon .
AUTOMATION IN CONSTRUCTION, 2022, 140