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An efficient single-loop strategy for reliability-based multidisciplinary design optimization under non-probabilistic set theory
Wang XJ; Wang RX(王睿星); Wang L; Chen XJ; Geng XY
Source PublicationAEROSPACE SCIENCE AND TECHNOLOGY
2018-02-01
Volume73Pages:148-163
ISSN1270-9638
AbstractNon-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.
KeywordNon-probabilistic reliability based multidisciplinary design optimization Single loop strategy Uncertainty multidisciplinary analysis Non-probabilistic reliability analysis Translating distance calculation
DOI10.1016/j.ast.2017.11.046
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Indexed BySCI ; EI
Language英语
WOS IDWOS:000424185200013
WOS KeywordBUT-BOUNDED PARAMETERS ; CONVEX MODEL ; SEQUENTIAL OPTIMIZATION ; ROBUST RELIABILITY ; STATIC RESPONSE ; INTERVAL ; SYSTEMS
WOS Research AreaEngineering, Aerospace
WOS SubjectEngineering
Funding OrganizationDefense Industrial Technology Development Program [JCKY2013601B001, JCKY2016601B001, JCKY2013205B002] ; National Nature Science Foundation of the P.R. China [11372025, 11432002, 11572024] ; [MJ-F-2012-04]
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Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://dspace.imech.ac.cn/handle/311007/77876
Collection流固耦合系统力学重点实验室
Affiliation1.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
Recommended Citation
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,王睿星,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.
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