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Structural Damage Information Fusion Based on Soft Computing
Joint Authors
Yan, Weiming
Zhang, Ailin
He, Haoxiang
Source
International Journal of Distributed Sensor Networks
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-09-19
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Telecommunications Engineering
Information Technology and Computer Science
Abstract EN
The significance of information fusion for structural health monitoring and damage detection is introduced.
The three levels of information fusion for multisensors are described.
For the complex in the structural health monitoring, the distributed multisensor information fusion is more suitable and the structure is discussed.
In the damage information fusion for character level, the concept for structural integral support vector machine damage detection matrix, damage self-information, and damage information entropy are presented.
For a complex structure, it can be divided into multiple substructures in order to simplify the difficult for health monitoring, the data acquisition and support vector machine are established for each substructure in order to form integral damage detection matrix.
In the damage information fusion for decision level, the methods based on fuzzy set theory, material element theory, and fuzzy neural network are proposed.
The results given by a numerical example about space structure show that all the methods are valid and effective.
American Psychological Association (APA)
He, Haoxiang& Yan, Weiming& Zhang, Ailin. 2012. Structural Damage Information Fusion Based on Soft Computing. International Journal of Distributed Sensor Networks،Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-499063
Modern Language Association (MLA)
He, Haoxiang…[et al.]. Structural Damage Information Fusion Based on Soft Computing. International Journal of Distributed Sensor Networks No. 2012 (2012), pp.1-11.
https://search.emarefa.net/detail/BIM-499063
American Medical Association (AMA)
He, Haoxiang& Yan, Weiming& Zhang, Ailin. Structural Damage Information Fusion Based on Soft Computing. International Journal of Distributed Sensor Networks. 2012. Vol. 2012, no. 2012, pp.1-11.
https://search.emarefa.net/detail/BIM-499063
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-499063