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Surrogate Models for Shape Optimization of Underwater Glider
Gu HT(谷海涛); Lin Y(林扬); Hu ZQ(胡志强); Yu JC(俞建成)
Department水下机器人研究室
Conference NameInternational Conference on Computer Modeling and Simulation
Conference DateFebruary 20-22, 2009
Conference PlaceMacau, China
Author of SourceInt Assoc Comp Sci & Informat Technol, Singapore Inst Elect
Source Publication2009 INTERNATIONAL CONFERENCE ON COMPUTER MODELING AND SIMULATION, PROCEEDINGS
PublisherIEEE COMPUTER SOC
Publication PlaceLOS ALAMITOS
2009
Pages3-6
Indexed ByEI ; CPCI(ISTP)
EI Accession number20091712052517
WOS IDWOS:000265478200001
Contribution Rank1
ISBN978-0-7695-3562-3
KeywordSurrogate Model Underwater Glider Design Of Experiment Design Optimization
AbstractDesign of experiments and surrogate models method facilitating much of today's engineering design and optimization. In this paper we systematically compare several experimental design types and surrogate modeling techniques in terms of their capability to generate accurate approximations for the shape optimization of underwater gliders. The parametric geometry construction, mesh generation and computation fluid dynamics were integrated as an automatic analysis process. Procedures of surrogate model construction were presented and the characteristics and applicability of response surface model and radial basis function model were discussed. A fast design exploration and multi-objective optimization was implemented. At last, the optimal plane shape of the Underwater Glider was found out based on the surrogate model.
Language英语
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/7850
Collection水下机器人研究室
Affiliation1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China
2.Graduate School of the Chinese Academy of Sciences, Beijing, China
Recommended Citation
GB/T 7714
Gu HT,Lin Y,Hu ZQ,et al. Surrogate Models for Shape Optimization of Underwater Glider[C]//Int Assoc Comp Sci & Informat Technol, Singapore Inst Elect. LOS ALAMITOS:IEEE COMPUTER SOC,2009:3-6.
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