Filtering techniques for extracting bridge frequencies from a test vehicle moving over the bridge

Abstract By letting a test vehicle move over a bridge, the frequencies of the bridge can be identified by picking the peaks in the Fourier response spectra of the test vehicle. One problem with this approach is that the vehicle frequency (undesired) usually appears as a dominant peak in the spectrum, making it difficult to identify the bridge frequencies (desired). To enhance the visibility of bridge frequencies, an effective filter is needed to filter out the vehicle frequency. As a preliminary attempt in this study, three filters are adopted, i.e., the band-pass filter (BPF), singular spectrum analysis (SSA), and the singular spectrum analysis with band-pass filter (SSA-BPF), proposed herein as a combination of the above two. Through the numerical study on two cases with the vehicle frequency smaller or larger than the 1st bridge frequency, the SSA-BPF technique is demonstrated to be most effective for extracting the bridge frequencies, due to its salient feature that there is no need to select the number of singular values, as required by SSA, while the unexpected peaks encountered by the BPF are avoided.

[1]  Yeong-Bin Yang,et al.  Extracting the bridge frequencies indirectly from a passing vehicle: Parametric study , 2009 .

[2]  Wang Shu-Dong,et al.  Bridge damage identification by dynamic response of passing vehicle , 2008 .

[3]  R. Cook,et al.  Concepts and Applications of Finite Element Analysis , 1974 .

[4]  K. C. Chang,et al.  Effect of road surface roughness on indirect approach for measuring bridge frequencies from a passing vehicle , 2010 .

[5]  R. Clough,et al.  Dynamics Of Structures , 1975 .

[6]  F. J. Alonso,et al.  Application of singular spectrum analysis to the smoothing of raw kinematic signals. , 2005, Journal of biomechanics.

[7]  Yeong-Bin Yang,et al.  Vehicle-Bridge Interaction Element for Dynamic Analysis , 1997 .

[8]  Yeong-Bin Yang,et al.  Use of a passing vehicle to scan the fundamental bridge frequencies: An experimental verification , 2005 .

[9]  Qiuhai Lu,et al.  The tap-scan method for damage detection of bridge structures , 2010 .

[10]  Cccc Highway,et al.  AN IDENTIFICATION METHOD FOR FUNDAMENTAL FREQUENCY OF BRIDGE FROM DYNAMIC RESPONSES DUE TO PASSING VEHICLE , 2009 .

[11]  H. Saunders,et al.  Book Reviews : DYNAMICS OF STRUCTURES R.W. Clough & J. Penzien McGraw-Hill Book Co., New York, New York (1975) , 1976 .

[12]  Khoa Viet Nguyen,et al.  Multi-cracks detection of a beam-like structure based on the on-vehicle vibration signal and wavelet analysis , 2010 .

[13]  K. C. Chang,et al.  Extraction of bridge frequencies from the dynamic response of a passing vehicle enhanced by the EMD technique , 2009 .

[14]  Maria Q. Feng,et al.  Testing and long-term monitoring of a curved concrete box girder bridge , 2011 .

[15]  Yeong-Bin Yang,et al.  EXTRACTING BRIDGE FREQUENCIES FROM THE DYNAMIC RESPONSE OF A PASSING VEHICLE , 2002 .

[16]  Filipe Magalhães,et al.  Ambient and free vibration tests of the Millau Viaduct: Evaluation of alternative processing strategies , 2012 .

[17]  S. S. Law,et al.  Innovative Bridge Condition Assessment from Dynamic Response of a Passing Vehicle , 2006 .

[18]  Fanis Moschas,et al.  Measurement of the dynamic displacements and of the modal frequencies of a short-span pedestrian bridge using GPS and an accelerometer , 2011 .

[19]  Eugene J. O'Brien,et al.  Theoretical investigation of the use of a moving vehicle to identify bridge dynamic parameters , 2009 .

[20]  Shih-Hsun Yin,et al.  Identifying Cable Tension Loss and Deck Damage in a Cable-Stayed Bridge Using a Moving Vehicle , 2011 .

[21]  O. C. Zienkiewicz,et al.  The Finite Element Method for Solid and Structural Mechanics , 2013 .

[22]  Raid Karoumi,et al.  Strengthening of a steel railway bridge and its impact on the dynamic response to passing trains , 2011 .

[23]  Yeong-Bin Yang,et al.  Vehicle-bridge interaction dynamics: with applications to high-speed railways , 2004 .

[24]  Andrew L. Rukhin,et al.  Analysis of Time Series Structure SSA and Related Techniques , 2002, Technometrics.