Damage Diagnosis in 3D Structures Using a Novel Hybrid Multiobjective Optimization and FE Model Updating Framework
Joint Authors
Alkayem, Nizar Faisal
Cao, Maosen
Ragulskis, Minvydas
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-09-19
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Structural damage detection is a well-known engineering inverse problem in which the extracting of damage information from the dynamic responses of the structure is considered a complex problem.
Within that area, the damage tracking in 3D structures is evaluated as a more complex and difficult task.
Swarm intelligence and evolutionary algorithms (EAs) can be well adapted for solving the problem.
For this purpose, a hybrid elitist-guided search combining a multiobjective particle swarm optimization (MOPSO), Lévy flights (LFs), and the technique for the order of preference by similarity to ideal solution (TOPSIS) is evolved in this work.
Modal characteristics are employed to develop the objective function by considering two subobjectives, namely, modal strain energy (MSTE) and mode shape (MS) subobjectives.
The proposed framework is tested using a well-known benchmark model.
The overall strong performance of the suggested method is maintained even under noisy conditions and in the case of incomplete mode shapes.
American Psychological Association (APA)
Alkayem, Nizar Faisal& Cao, Maosen& Ragulskis, Minvydas. 2018. Damage Diagnosis in 3D Structures Using a Novel Hybrid Multiobjective Optimization and FE Model Updating Framework. Complexity،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1133654
Modern Language Association (MLA)
Alkayem, Nizar Faisal…[et al.]. Damage Diagnosis in 3D Structures Using a Novel Hybrid Multiobjective Optimization and FE Model Updating Framework. Complexity No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1133654
American Medical Association (AMA)
Alkayem, Nizar Faisal& Cao, Maosen& Ragulskis, Minvydas. Damage Diagnosis in 3D Structures Using a Novel Hybrid Multiobjective Optimization and FE Model Updating Framework. Complexity. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1133654
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1133654