DocumentCode :
2822815
Title :
Structural damage identification based on information fusion technology
Author :
Diao, Yansong ; Tong, Xianneng
Author_Institution :
Sch. of Civil Eng., Qingdao Technol. Univ., Qingdao, China
fYear :
2011
fDate :
15-17 July 2011
Firstpage :
6841
Lastpage :
6844
Abstract :
In order to improve the accuracy of structural damage identification, information fusion technology is introduced into structural damage identification. Firstly, the stiffness matrix damage factor iterative method and modal strain energy method are used to identify the structural damage, and give the decision vectors respectively. Then, the decision vectors are imported into the D-S evidence theory formula or the Bayes theory formula, the damage probability of every element would be obtained and the damage location would be determined finally. Numerical simulation of plane truss and model experiments of offshore platform show that the results of structural damage identification are more accurate and reliable after the information fusion techniques is used.
Keywords :
Bayes methods; decision making; elasticity; iterative methods; offshore installations; probability; sensor fusion; structural engineering; supports; Bayes theory formula; D-S evidence theory formula; damage location; damage probability; decision vectors; information fusion technology; iterative method; modal strain energy method; numerical simulation; offshore platform; plane truss; stiffness matrix damage factor; structural damage identification; Civil engineering; Communication cables; Monitoring; Neural networks; Oceans; Presses; Strain; Bayes Theory; D-S evidence theory; information fusion; structural damage identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
Conference_Location :
Hohhot
Print_ISBN :
978-1-4244-9436-1
Type :
conf
DOI :
10.1109/MACE.2011.5988619
Filename :
5988619
Link To Document :
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