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Reliability-based topology optimization using successive standard response surface method

机译:使用连续标准响应面法的基于可靠性的拓扑优化

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摘要

Standard response surface method (SRSM) is used for generating limit state function since the chosen random variables are independent each other. Also, successive SRSM is implemented for obtaining an accurate limit state function with much fewer experimental points than traditional response surface method (RSM). Reliability-based topology optimization (RBTO) based on bi-directional evolutionary structural optimization (BESO) using RSM and successive SRSM was performed, and the results were compared with each other. From the result of carrying out the BESO using the successive SRSM, the following conclusions were obtained. (1) It was verified that both RSM and SRSM based on BESO can be effectively applied to RBTO. (2) That volume of RBTO is 5-9% larger than that of DTO as expected. (3) The computing cost of SRSM in topology optimization is reduced to 51.8% comparing to RSM.
机译:由于选择的随机变量彼此独立,因此使用标准响应表面方法(SRSM)生成极限状态函数。此外,连续的SRSM用于获得准确的极限状态函数,而实验点比传统的响应面方法(RSM)少得多。进行了基于可靠性的拓扑优化(RBTO),该拓扑基于使用RSM和连续SRSM的双向进化结构优化(BESO),并将结果进行了比较。根据使用连续SRSM进行BESO的结果,得出以下结论。 (1)验证了基于BESO的RSM和SRSM都可以有效地应用于RBTO。 (2)RBTO的数量比DTO的预期大5-9%。 (3)与RSM相比,SRSM在拓扑优化中的计算成本降低了51.8%。

著录项

  • 来源
    《Finite Elements in Analysis and Design》 |2011年第7期|p.843-849|共7页
  • 作者单位

    Department of Mechanical Engineering, Graduate School, Hanyang University, 17 Haengdang-Dong, Seongdong-Gu, Seoul 133-791, Republic of Korea;

    Department of Mechanical Engineering, Graduate School, Hanyang University, 17 Haengdang-Dong, Seongdong-Gu, Seoul 133-791, Republic of Korea;

    Department of Mechanical Engineering, Graduate School, Hanyang University, 17 Haengdang-Dong, Seongdong-Gu, Seoul 133-791, Republic of Korea;

    Department of Mechanical Engineering, Graduate School, Hanyang University, 17 Haengdang-Dong, Seongdong-Gu, Seoul 133-791, Republic of Korea;

    School of Mechanical Engineering, Hanyang University, 17 Haengdang-Dong, Seongdong-Gu, Seoul 133-791, Republic of Korea;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Bi-directional evolutionary structural; optimization (BESO); response surface method (RSM); standard response surface method (SRSM);

    机译:双向进化结构;优化(BESO);响应面法(RSM);标准响应面法(SRSM);
  • 入库时间 2022-08-18 02:59:09

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