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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)
作者部门水下机器人研究室
会议名称International Conference on Computer Modeling and Simulation
会议日期February 20-22, 2009
会议地点Macau, China
会议主办者Int Assoc Comp Sci & Informat Technol, Singapore Inst Elect
会议录名称2009 INTERNATIONAL CONFERENCE ON COMPUTER MODELING AND SIMULATION, PROCEEDINGS
出版者IEEE COMPUTER SOC
出版地LOS ALAMITOS
2009
页码3-6
收录类别EI ; CPCI(ISTP)
EI收录号20091712052517
WOS记录号WOS:000265478200001
产权排序1
ISBN号978-0-7695-3562-3
关键词Surrogate Model Underwater Glider Design Of Experiment Design Optimization
摘要Design 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.
语种英语
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/7850
专题水下机器人研究室
作者单位1.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
推荐引用方式
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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