Time-dependent robust reliability optimization of structure based on genetic interval affine response surface
In order to improve the time dependent robust reliability performance of structure and give consideration to the description accuracy of interval variables, a time dependent robust reliability optimization of structure based on genetic interval affine response surface method was proposed. Firstly, t...
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Editorial Office of Journal of Mechanical Strength
2024-06-01
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| Series: | Jixie qiangdu |
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| Online Access: | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2024.03.016 |
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| author | GUAN Yi SHENG GuoJun |
| author_facet | GUAN Yi SHENG GuoJun |
| author_sort | GUAN Yi |
| collection | DOAJ |
| description | In order to improve the time dependent robust reliability performance of structure and give consideration to the description accuracy of interval variables, a time dependent robust reliability optimization of structure based on genetic interval affine response surface method was proposed. Firstly, the performance reise of structure according to the structural performance analysis method was obtained, and uncertainties of the structure were extracted. Secondly, the parametric analysis model of the structure was established, and design of experiment was carried out. The process of design of experiment was divided into two parts which were design variable database and structural performance response database. Combined with interval affine theory, the initial interval affine response surface was established. On the basis of sample boundary and structural performance analysis results of each variable in the design variable database, the genetic algorithm and criteria for error minimization we were used to optimize the initial interval affine response surface. The structural performance response database was used to verify the effectiveness of new interval affine response surface. Finally, combined with structural with structural performance degradation behaviour and robust reliability optimization method, the time dependent robust reliability optimization model for structure was established and structural optimization design was carried out. The rationality of the proposed method was verified by an engineering example. The analysis results show that genetic interval affine response surface can more reasonably reflect the fluctuation range of structural response, and the proposed optimization method can effectively improve the level of structural robust reliability. |
| format | Article |
| id | doaj-art-3988f6d888af40798b9e37a2fca1b88d |
| institution | Kabale University |
| issn | 1001-9669 |
| language | zho |
| publishDate | 2024-06-01 |
| publisher | Editorial Office of Journal of Mechanical Strength |
| record_format | Article |
| series | Jixie qiangdu |
| spelling | doaj-art-3988f6d888af40798b9e37a2fca1b88d2025-01-15T02:45:15ZzhoEditorial Office of Journal of Mechanical StrengthJixie qiangdu1001-96692024-06-014664365163929735Time-dependent robust reliability optimization of structure based on genetic interval affine response surfaceGUAN YiSHENG GuoJunIn order to improve the time dependent robust reliability performance of structure and give consideration to the description accuracy of interval variables, a time dependent robust reliability optimization of structure based on genetic interval affine response surface method was proposed. Firstly, the performance reise of structure according to the structural performance analysis method was obtained, and uncertainties of the structure were extracted. Secondly, the parametric analysis model of the structure was established, and design of experiment was carried out. The process of design of experiment was divided into two parts which were design variable database and structural performance response database. Combined with interval affine theory, the initial interval affine response surface was established. On the basis of sample boundary and structural performance analysis results of each variable in the design variable database, the genetic algorithm and criteria for error minimization we were used to optimize the initial interval affine response surface. The structural performance response database was used to verify the effectiveness of new interval affine response surface. Finally, combined with structural with structural performance degradation behaviour and robust reliability optimization method, the time dependent robust reliability optimization model for structure was established and structural optimization design was carried out. The rationality of the proposed method was verified by an engineering example. The analysis results show that genetic interval affine response surface can more reasonably reflect the fluctuation range of structural response, and the proposed optimization method can effectively improve the level of structural robust reliability.http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2024.03.016Bogie frameRobust reliabilityAffine response surfaceInterval theoryGenetic algorithm |
| spellingShingle | GUAN Yi SHENG GuoJun Time-dependent robust reliability optimization of structure based on genetic interval affine response surface Jixie qiangdu Bogie frame Robust reliability Affine response surface Interval theory Genetic algorithm |
| title | Time-dependent robust reliability optimization of structure based on genetic interval affine response surface |
| title_full | Time-dependent robust reliability optimization of structure based on genetic interval affine response surface |
| title_fullStr | Time-dependent robust reliability optimization of structure based on genetic interval affine response surface |
| title_full_unstemmed | Time-dependent robust reliability optimization of structure based on genetic interval affine response surface |
| title_short | Time-dependent robust reliability optimization of structure based on genetic interval affine response surface |
| title_sort | time dependent robust reliability optimization of structure based on genetic interval affine response surface |
| topic | Bogie frame Robust reliability Affine response surface Interval theory Genetic algorithm |
| url | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2024.03.016 |
| work_keys_str_mv | AT guanyi timedependentrobustreliabilityoptimizationofstructurebasedongeneticintervalaffineresponsesurface AT shengguojun timedependentrobustreliabilityoptimizationofstructurebasedongeneticintervalaffineresponsesurface |