中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
An efficient single-loop strategy for reliability-based multidisciplinary design optimization under non-probabilistic set theory

文献类型:期刊论文

作者Wang XJ; Wang RX(王睿星); Wang L; Chen XJ; Geng XY
刊名AEROSPACE SCIENCE AND TECHNOLOGY
出版日期2018-02-01
卷号73页码:148-163
关键词Non-probabilistic reliability based multidisciplinary design optimization Single loop strategy Uncertainty multidisciplinary analysis Non-probabilistic reliability analysis Translating distance calculation
ISSN号1270-9638
DOI10.1016/j.ast.2017.11.046
英文摘要

Non-probabilistic reliability based multidisciplinary design optimization (NRBMDO) offers a powerful tool for making reliable decisions with the consideration of uncertain-but-bounded uncertainties for complex engineering systems. However, the prohibitive computation and convergence difficulties caused by the directly coupling of uncertainty based multidisciplinary analysis (UMDA), non-probabilistic reliability analysis (NRA) and MDO would seriously hamper the application of NRBMDO. In this paper, an efficient single loop strategy for NRBMDO (SLS_NRBMDO) is developed to decouple the nested issue and thus improve the computational efficiency. The key idea of the proposed strategy is decoupling NRBMDO with several cycles of sequential MDO, UMDA, NRA and translating distance calculation (TDC). For UMDA, three methods, i.e., the first order interval Taylor expansion method, the interval vertex theorem, the direct optimization approach are formulated. Besides, NRA is conducted on the basis of the expanded non-probabilistic stress-strength interference model and the volume ratio thought, which provides a clear and definite assessment criterion for the structural safety with uncertain-but-bounded parameters. Furthermore, the translating strategy based on the performance measure approach is proposed to shift and update the constraints, and the expression of the translating distance is mathematically derived to accelerate the design procedure. Eventually, the effectiveness and efficiency of the proposed method are illustrated with one numerical case and one practical supersonic wing optimization design problem. (C) 2017 Elsevier Masson SAS. All rights reserved.

分类号一类
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WOS关键词BUT-BOUNDED PARAMETERS ; CONVEX MODEL ; SEQUENTIAL OPTIMIZATION ; ROBUST RELIABILITY ; STATIC RESPONSE ; INTERVAL ; SYSTEMS
WOS研究方向Engineering, Aerospace
语种英语
WOS记录号WOS:000424185200013
资助机构Defense Industrial Technology Development Program [JCKY2013601B001, JCKY2016601B001, JCKY2013205B002] ; National Nature Science Foundation of the P.R. China [11372025, 11432002, 11572024] ; [MJ-F-2012-04]
源URL[http://dspace.imech.ac.cn/handle/311007/77876]  
专题力学研究所_流固耦合系统力学重点实验室(2012-)
通讯作者Wang RX(王睿星)
作者单位1.Beihang Univ, Inst Solid Mech, Beijing 100191, Peoples R China
2.Chinese Acad Sci, Inst Mech, Key Lab Mech Fluid Solid Coupling Syst, Beijing 100190, Peoples R China
3.Univ Chinese Acad Sci, Sch Engn Sci, Beijing 100049, Peoples R China
推荐引用方式
GB/T 7714
Wang XJ,Wang RX,Wang L,et al. An efficient single-loop strategy for reliability-based multidisciplinary design optimization under non-probabilistic set theory[J]. AEROSPACE SCIENCE AND TECHNOLOGY,2018,73:148-163.
APA Wang XJ,Wang RX,Wang L,Chen XJ,&Geng XY.(2018).An efficient single-loop strategy for reliability-based multidisciplinary design optimization under non-probabilistic set theory.AEROSPACE SCIENCE AND TECHNOLOGY,73,148-163.
MLA Wang XJ,et al."An efficient single-loop strategy for reliability-based multidisciplinary design optimization under non-probabilistic set theory".AEROSPACE SCIENCE AND TECHNOLOGY 73(2018):148-163.

入库方式: OAI收割

来源:力学研究所

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