DocumentCode
3263088
Title
Structural damage identification under different noises based on Genetic algorithm
Author
Liao, Bihai ; Huang, Minshui
Author_Institution
Sch. of Civil Eng. & Mech., Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear
2011
fDate
22-24 April 2011
Firstpage
719
Lastpage
722
Abstract
The application of GA to structural damage identification is an effective method, it is easy to implement and no special requirement concerning the initial values of unknown parameters is needed. In the paper, a nondestructive global damage identification method, an improved Genetic algorithm, is proposed to identify damage location and severity of the structure, which is verified by a number of damage scenarios for simulated beams, and shown that the proposed GA yields a suitable damage location and severity identification. In the end, the influence of noise is considered by polluting analytical mode shapes with varying amounts of noise, which shows great robustness.
Keywords
beams (structures); genetic algorithms; structural engineering; damage location identification; genetic algorithm; nondestructive global damage identification method; simulated beams; structural damage identification; structure serverity identification; Frequency measurement; Genetic algorithms; Noise; Noise measurement; Robustness; Shape; Testing; Damage Identification; Genetic Algorithms; Modal Data; Noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Technology and Civil Engineering (ICETCE), 2011 International Conference on
Conference_Location
Lushan
Print_ISBN
978-1-4577-0289-1
Type
conf
DOI
10.1109/ICETCE.2011.5776534
Filename
5776534
Link To Document