TITLE

Detection of Structural Damage in Multiwire Cables by Monitoring the Entropy Evolution of Wavelet Coefficients

AUTHOR(S)
Ibáñez, Flor; Baltazar, Arturo; Mijarez, Rito; Aranda, Jorge
PUB. DATE
February 2015
SOURCE
AIP Conference Proceedings;2015, Vol. 1650 Issue 1, p1440
SOURCE TYPE
Academic Journal
DOC. TYPE
Article
ABSTRACT
Multiwire cables are widely used in important civil structures. Since they are exposed to several dynamic and static loads, their structural health can be compromised. The cables can also be submitted to mechanical contact, tension and energy propagation in addition to changes in size and material within their wires. Due to the critical role played by multiwire cables, it is necessary to develop a non-destructive health monitoring method to maintain their structure and proper performance. Ultrasonic inspection using guided waves is a promising non-destructive damage monitoring technique for rods, single wires and multiwire cables. The propagated guided waves are composed by an infinite number of vibrational modes making their analysis difficult. In this work, an entropy-based method to identify small changes in non-stationary signals is proposed. A system to capture and post-process acoustic signals is implemented. The Discrete Wavelet Transform (DWT) is computed in order to obtain the reconstructed wavelet coefficients of the signals and to analyze the energy at different scales. The feasibility of using the concept of entropy evolution of non-stationary signals to detect damage in multiwire cables is evaluated. The results show that there is a high correlation between the entropy value and damage level of the cable. The proposed method has low sensitivity to noise and reduces the computational complexity found in a typical time-frequency analysis.
ACCESSION #
101902616

 

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