Robust Design Optimization of Viscoelastic Damped Composite Structures Integrating Model Order Reduction and Generalized Stochastic Collocation
文献类型：期刊论文
| 作者 | Wang, Tianyu3; Xu, Chao2; Li T(李腾)1,3
|
| 刊名 | AEROSPACE
 |
| 出版日期 | 2024-12-01 |
| 卷号 | 11期号:12页码:32 |
| 关键词 | robust design optimization viscoelastic damped structures model order reduction uncertainty propagation stochastic collocation method |
| DOI | 10.3390/aerospace11121038 |
| 通讯作者 | Wang, Tianyu(wangtianyu@gd.imech.ac.cn) |
| 英文摘要 | This study presents a novel approach that integrates model order reduction (MOR) and generalized stochastic collocation (gSC) to enhance robust design optimization (RDO) of viscoelastic damped composite structures under material and geometric uncertainties. The proposed methodology systematically reduces computational burden while maintaining the required accuracy. A projection-based MOR is chosen to alleviate the substantial computational costs associated with nonlinear eigenvalue problems. To minimize the sampling size for uncertainty propagation (UP) while effectively addressing diverse probability density distributions, a gSC method incorporating statistical moment computation techniques is developed. Pareto optimal solutions are determined by combining the proposed MOR and gSC approaches with a well-established Non-dominated Sorting Genetic Algorithm II (NSGA-II) algorithm, which accounts for robustness in handling design variables, objectives, and constraints. The results of the four examples illustrate the efficacy of the proposed MOR and gSC methods, as well as the overall RDO framework. Notably, the findings demonstrate the feasibility of this approach for practical applications, driven by a significant reduction in computational costs. This establishes a solid foundation for addressing complex optimization challenges in real-world scenarios characterized by various uncertainties. |
| 分类号 | 二类 |
| WOS关键词 | FINITE-ELEMENT-ANALYSIS ; MULTIOBJECTIVE OPTIMIZATION ; UNCERTAINTY PROPAGATION ; SANDWICH STRUCTURES ; GENETIC ALGORITHM ; EIGENVALUE ; QUADRATURE ; BEAMS ; VIBRATIONS |
| 资助项目 | High-level Innovation Research Institute Program of Guangdong Province ; National Natural Science Foundation of China[12072268] ; [2020B0909010003] |
| WOS研究方向 | Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:001384202400001 |
| 资助机构 | High-level Innovation Research Institute Program of Guangdong Province ; National Natural Science Foundation of China |
| 其他责任者 | Wang, Tianyu |
| 源URL | [http://dspace.imech.ac.cn/handle/311007/98039]  |
| 专题 | 力学研究所_高温气体动力学国家重点实验室 |
| 作者单位 | 1.Chinese Acad Sci, Inst Mech, Beijing 100190, Peoples R China 2.Northwestern Polytech Univ, Sch Astronaut, Xian 710072, Peoples R China; 3.Guangdong Aerosp Res Acad, Guangzhou 511458, Peoples R China; |
| 推荐引用方式 GB/T 7714 | Wang, Tianyu,Xu, Chao,Li T. Robust Design Optimization of Viscoelastic Damped Composite Structures Integrating Model Order Reduction and Generalized Stochastic Collocation[J]. AEROSPACE,2024,11(12):32. |
| APA | Wang, Tianyu,Xu, Chao,&李腾.(2024).Robust Design Optimization of Viscoelastic Damped Composite Structures Integrating Model Order Reduction and Generalized Stochastic Collocation.AEROSPACE,11(12),32. |
| MLA | Wang, Tianyu,et al."Robust Design Optimization of Viscoelastic Damped Composite Structures Integrating Model Order Reduction and Generalized Stochastic Collocation".AEROSPACE 11.12(2024):32. |
入库方式： OAI收割
来源：力学研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。