Title :
A localized vibration response technique for damage detection in bridges
Author :
Medda, Alessio ; DeBrunner, Victor
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida State Univ., Tallahassee, FL
Abstract :
Traditional techniques for damage detection in civil infrastructures that are based on the global vibration response of the system are limited in their capabilities to detect damage. Because damage detection based on the global vibration response relies on global parameters to describe the dynamic behavior of local structural elements, it suffers from limiting factors such as poorly-formed aggregate system models, very low signal to noise ratio, unrealistic boundary conditions. An alternative to the use of global detection techniques is the use of an adaptive local analysis technique based on the local response of the structure. This is achieved using wavelet packet decomposition at the sensor outputs and interpreting this decomposition as a subband framework for a bank of adaptive beamformers. The beamformer adaptive processors guaranties the maximization of the output SNR and in the same time allows for spatial selectivity and a highly directive vibration response in the structure. Scanning the structure over time produces a detailed vibration signature of the structure. The structural damage can be localized with high probability by comparing two vibration signatures before and after the damage occurs.
Keywords :
adaptive signal processing; array signal processing; bridges (structures); condition monitoring; structural engineering; wavelet transforms; adaptive beamformer; adaptive local analysis; adaptive processors; aggregate system; bridges; civil infrastructures; damage detection; global vibration response; localized vibration response; unrealistic boundary conditions; vibration signatures; wavelet packet decomposition; Array signal processing; Bridges; Finite element methods; Frequency; Monitoring; Sensor arrays; Signal analysis; Signal resolution; Wavelet analysis; Wavelet packets; Array signal processing; Damage Detection; Finite Elements; Structural Health Monitoring; Subband Beamforming; Wavelet Packet Transforms;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959839