TY - JOUR
ID - 4376
TI - Modal Data Identification of the Prestressed Concrete Bridge Using Variational Mode Decomposition
JO - Amirkabir Journal of Civil Engineering
JA - CEEJ
LA - en
SN - 2588-297X
AU - dindar, payam
AU - hosseini, mirhamid
AU - mansoori, mohammad reza
AD - Department of Civil Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran
Y1 - 2022
PY - 2022
VL - 54
IS - 2
SP - 16
EP - 16
KW - Modal data identification
KW - Variational mode decomposition
KW - signal processing
KW - Ambient Vibration
KW - Prestressed concrete bridge
DO - 10.22060/ceej.2021.19075.7055
N2 - In this study, the variational mode decomposition (VMD) algorithm was used to identify the modal characteristics of the structure using the decomposition of the acceleration responses recorded by the sensors. This algorithm has advantages over other signal decomposition methods that is resistant to the noise and sampling frequency. Also, the VMD algorithm extracts the natural frequencies of the structure concurrently. In addition, the damping ratios of the structure were estimated by fitting a linear function to the logarithmic diagram of the modal response in the decaying amplitude and calculating the slope of this line. The efficiency and accuracy of this algorithm were investigated by decomposing the acceleration responses obtained from the sensors installed on a prestressed concrete bridge (PSCB) that is located under the load of passing vehicles. The VMD algorithm was used for signal processing in MATLAB to estimate the natural frequencies, damping ratios and mode shapes of the bridge and ARTeMIS was utilized to verify the results. In addition, the finite element modeling and modal analysis of the bridge were performed in ABAQUS and the natural frequencies and mode shapes of the bridge were obtained. The results showed that the mode shapes estimated by the VMD algorithm were in good agreement with the finite element model and ARTeMIS. Also, the damping ratios estimated by this algorithm were obtained close to the damping value of the prestressed concrete bridge. The difference between the frequencies calculated by the VMD algorithm and ARTeMIS was about 1%, and the difference with the finite element model frequencies was close to 5%.
UR - https://ceej.aut.ac.ir/article_4376.html
L1 - https://ceej.aut.ac.ir/article_4376_3929444d5a39b58defbe280311145dfb.pdf
ER -