Differential evolution algorithm for identification of structural damage in steel beams
Problems involving errors and uncertainties from the use of numerical and experimental responses of beams using optimization processes have been studied by many researchers. In this field, to simulate the real behavior of structures, especially in problems involving damage, it is required to have re...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Gruppo Italiano Frattura
2020-04-01
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| Series: | Fracture and Structural Integrity |
| Subjects: | |
| Online Access: | https://www.fracturae.com/index.php/fis/article/view/2639/2945 |
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| author | Brunno E. Sobrinho Gilberto Gomes Welington V. da Silva Ramon S. Y. R. C. Silva Luciano M. Bezerra Erwin U. L. Palechor |
| author_facet | Brunno E. Sobrinho Gilberto Gomes Welington V. da Silva Ramon S. Y. R. C. Silva Luciano M. Bezerra Erwin U. L. Palechor |
| author_sort | Brunno E. Sobrinho |
| collection | DOAJ |
| description | Problems involving errors and uncertainties from the use of numerical and experimental responses of beams using optimization processes have been studied by many researchers. In this field, to simulate the real behavior of structures, especially in problems involving damage, it is required to have reliable experimental results in order to adjust a numerical model. These difficulties may be associated for example to the modeling of the connection stiffness, support conditions, or relevant parameters in structures involving damages. This paper proposes a new methodology to detect damage in steel beams using the Differential Evolution Technique based on experimental and numerical data. The results show a great potential of the methodology to solve damage detection problems. |
| format | Article |
| id | doaj-art-376f97d0b0354675bce75e6cb9024687 |
| institution | Kabale University |
| issn | 1971-8993 |
| language | English |
| publishDate | 2020-04-01 |
| publisher | Gruppo Italiano Frattura |
| record_format | Article |
| series | Fracture and Structural Integrity |
| spelling | doaj-art-376f97d0b0354675bce75e6cb90246872025-02-03T10:40:35ZengGruppo Italiano FratturaFracture and Structural Integrity1971-89932020-04-011452516610.3221/IGF-ESIS.52.0510.3221/IGF-ESIS.52.05Differential evolution algorithm for identification of structural damage in steel beamsBrunno E. SobrinhoGilberto GomesWelington V. da SilvaRamon S. Y. R. C. SilvaLuciano M. BezerraErwin U. L. PalechorProblems involving errors and uncertainties from the use of numerical and experimental responses of beams using optimization processes have been studied by many researchers. In this field, to simulate the real behavior of structures, especially in problems involving damage, it is required to have reliable experimental results in order to adjust a numerical model. These difficulties may be associated for example to the modeling of the connection stiffness, support conditions, or relevant parameters in structures involving damages. This paper proposes a new methodology to detect damage in steel beams using the Differential Evolution Technique based on experimental and numerical data. The results show a great potential of the methodology to solve damage detection problems.https://www.fracturae.com/index.php/fis/article/view/2639/2945steel beamsoptimizationdamage identificationdifferential evolution |
| spellingShingle | Brunno E. Sobrinho Gilberto Gomes Welington V. da Silva Ramon S. Y. R. C. Silva Luciano M. Bezerra Erwin U. L. Palechor Differential evolution algorithm for identification of structural damage in steel beams Fracture and Structural Integrity steel beams optimization damage identification differential evolution |
| title | Differential evolution algorithm for identification of structural damage in steel beams |
| title_full | Differential evolution algorithm for identification of structural damage in steel beams |
| title_fullStr | Differential evolution algorithm for identification of structural damage in steel beams |
| title_full_unstemmed | Differential evolution algorithm for identification of structural damage in steel beams |
| title_short | Differential evolution algorithm for identification of structural damage in steel beams |
| title_sort | differential evolution algorithm for identification of structural damage in steel beams |
| topic | steel beams optimization damage identification differential evolution |
| url | https://www.fracturae.com/index.php/fis/article/view/2639/2945 |
| work_keys_str_mv | AT brunnoesobrinho differentialevolutionalgorithmforidentificationofstructuraldamageinsteelbeams AT gilbertogomes differentialevolutionalgorithmforidentificationofstructuraldamageinsteelbeams AT welingtonvdasilva differentialevolutionalgorithmforidentificationofstructuraldamageinsteelbeams AT ramonsyrcsilva differentialevolutionalgorithmforidentificationofstructuraldamageinsteelbeams AT lucianombezerra differentialevolutionalgorithmforidentificationofstructuraldamageinsteelbeams AT erwinulpalechor differentialevolutionalgorithmforidentificationofstructuraldamageinsteelbeams |