Techno Press
Techno Press

Smart Structures and Systems   Volume 3, Number 3, July 2007, pages 263-280
DOI: http://dx.doi.org/10.12989/sss.2007.3.3.263
 
Vibration-based damage detection in beams using genetic algorithm
Jeong-Tae Kim, Jae-Hyung Park, Han-Sam Yoon and Jin-Hak Yi

 
Abstract     [Full Text]
    In this paper, an improved GA-based damage detection algorithm using a set of combined modal features is proposed. Firstly, a new GA-based damage detection algorithm is formulated for beam-type structures. A schematic of the GA-based damage detection algorithm is designed and objective functions using several modal features are selected for the algorithm. Secondly, experimental modal tests are performed on free-free beams. Modal features such as natural frequency, mode shape, and modal strain energy are experimentally measured before and after damage in the test beams. Finally, damage detection exercises are performed on the test beam to evaluate the feasibility of the proposed method. Experimental results show that the damage detection is the most accurate when frequency changes combined with modal strain-energy changes are used as the modal features for the proposed method.
 
Key Words
    genetic algorithm; damage detection; vibration-based; natural frequency; modal strain-energy; free-free beam.
 
Address
Jeong-Tae Kim and Jae-Hyung Park; Department of Ocean Engineering, Pukyong National University, Busan, Korea
Han-Sam Yoon; Research Center for Ocean Industrial Development, Pukyong National University, Busan, Korea
Jin-Hak Yi;Korea Ocean Research & Development Institute, Ansan, Korea
 

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