Browse > Article

Optimum Design of Composite Structures using Metamodels  

이재훈 (한국과학기술원 기계공학과 항공우주공학전공 대학원)
강지호 (한국과학기술원 기계공학과 항공우주공학전공 대학원)
홍창선 (한국과학기술원 기계공학과 항공우주공학전공)
김천곤 (한국과학기술원 기계공학과 항공우주공학전공)
Publication Information
Composites Research / v.16, no.4, 2003 , pp. 36-43 More about this Journal
Abstract
In this research, the optimization of composite structures was performed using metamodels. The optimization of composite structures requires a lot of time when optimizing the result of the time-consuming analysis. Thus, metamodels are used to replace the time-consuming analysis with simple models. RSM, kriging and neural networks are widely used metamodels. RSM and kriging were used in this study. The ultimate failure load analysis of the composite structure was approximated by metamodels. The optimizations of the composite plate were performed to maximize ultimate failure load using genetic algorithm and metamodels.
Keywords
optimum design; Metamodel; RSM; kriging; FEM;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Metamodeling a State Art Review /
[ R.R.Barton ] / Proceedings of the 1994 Winter Simulation Conference
2 Designs for Computer Experiments /
[ J.Sacks;S.B.Schiller;W.J.Welch ] / Technometrics   DOI   ScienceOn
3 Metamodels for Computer-based Engineering Design : Survey and recommendations /
[ T.W.Simpson;J.D.Peplinski;P.N.Koch;J.K.Allen ] / Engineering with Computers   DOI   ScienceOn
4 Bayesian Prediction of Determinstic Fuctions, With Application to the Design and Analysis of Computer Experiments /
[ C.Currin;T.Mitchell;M.Morris;D.Ylvisaker ] / Journal of the American Statistical Association   DOI   ScienceOn
5 Minimizing multimodel fuctions of continuous variables with the simulated annealing algorithm /
[ A.Corana;M.Machesi;C.Martini ] / ACM Transactions on Mathematical Software   DOI   ScienceOn
6 /
[ S.W.Tsai ] / Introduction to Composite Materials
7 Structural Optimization of Laminated Conical Shells /
[ R.T.Brown;J.A.Naclas ] / AIAA Journal   DOI   ScienceOn
8 Two-level Composite Wing Structural Optimization Using Response Surfaces /
[ B.Liu;R.T.Haftka;M.A.Akgun ] / Structural and Multidisciplinary Optimization   DOI   ScienceOn
9 Screening, Predicting, and Computer Experiments /
[ W.J.Welch;R.J.Buck;J.Sacks;H.P.Wynn;T.J.Mitchell;M.D.Morris ] / Technometrics   DOI   ScienceOn
10 Buckling and Postbuckling Behavior of Stiffened Composite Panels Loaded in Compression /
[ I.C.Lee;C.G.Kim;C.S.Hong ] / AIAA Journal(TN)   DOI   ScienceOn
11 /
[ N.A.C.Cressie ] / Statistics for Spatial Data
12 Stacking Sequence Optimization Using Fractal Branch and Bound Method for Laminated Composites /
[ Y.Terada;A.Todoroki;Y.Shimamura ] / JSME international Journal Series A   DOI   ScienceOn
13 /
[ D.C.Montgomery ] / Design & Analysis of Experiments
14 An Engineering Design Methodology with Multistage Bayesian Surrogates and Optimal Sampling /
[ I.G.Osio;C.H.Amon ] / Research in Engineering design   DOI   ScienceOn
15 Design of Shell Structures for Bucking Using Correction Response Surface /
[ S.Venkataraman;R.T.Haftka;T.F.Johnson ] / Proceedings of 7th AIAA/USAF/NASA/TSSMO Symposium on Multidisciplinary Analysis and Optimization
16 /
[ R.H.Myers;D.C.montgomery ] / Response Surface Methodology: Process and product Optimization Using Designed Experiments
17 Optimum Design of Composite Plates Using Response Surface Method /
[ A.Y.Abu-Odeh;H.L.Jones ] / Composite Structures   DOI   ScienceOn
18 Kriging Models for Global Approxymations in Simulation-Based Multidisciplinary Design Optimazation /
[ T.W.Simpson;T.M.Mauery;J.J.Korte;F.Mistree ] / AIAA Journal
19 Design and Analysis of Computer Experiments /
[ J.Sacks;W.J.Welch;T.J.Mitchell;H.P.Wynn ] / Statistical Science   DOI   ScienceOn
20 Variable complexity Design of Composite Fuselage Frames by Response Surface Techniques /
[ B.H.Mason;R.T.Haftka;E.R.Johnson;G.L.Fareley ] / Then-Walled Structures   DOI   ScienceOn
21 Progressive Failure Analysis for Filament wound Presure Vassel /
[ Y.D.Doh;C.S.Hong ] / Journal of Reinforced Plastics and Composites   DOI
22 On the Experimental Attainment of Optimum Conditions /
[ G.E.Box;K.B.Wilson ] / Journal of the Royal Statistical Society, Series B