Maximizing structure performances of a sandwich panel with hybrid composite skins using particle swarm optimization algorithm
A sandwich panel, composed of hybrid laminate skins of AL (aluminum)-CFRP-GFRP and aluminum honeycomb core, was optimized for maximizing the structural performance. Stacking sequence of the three different materials comprising the hybrid laminate skins and individual ply angles are taken as design v...
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| Published in | Journal of mechanical science and technology Vol. 23; no. 12; pp. 3143 - 3152 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
Heidelberg
Korean Society of Mechanical Engineers
01.12.2009
Springer Nature B.V 대한기계학회 |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1738-494X 1976-3824 |
| DOI | 10.1007/s12206-009-0916-0 |
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| Abstract | A sandwich panel, composed of hybrid laminate skins of AL (aluminum)-CFRP-GFRP and aluminum honeycomb core, was optimized for maximizing the structural performance. Stacking sequence of the three different materials comprising the hybrid laminate skins and individual ply angles are taken as design variables in the present optimization problem. Synergizing a particle swarm optimization (PSO) algorithm method with a specially developed FEM program enables one to optimally decide the design variables and thereby significantly improve the sandwich performance. The present technique applying PSO to a hybrid sandwich in conjunction with FEA has extended the application area of optimization with a complex honeycomb sandwich that is not possible by the conventional method. |
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| AbstractList | A sandwich panel, composed of hybrid laminate skins of AL (aluminum)-CFRP-GFRP and aluminum honeycomb core, was optimized for maximizing the structural performance. Stacking sequence of the three different materials comprising the hybrid laminate skins and individual ply angles are taken as design variables in the present optimization problem. Synergizing a particle swarm optimization (PSO) algorithm method with a specially developed FEM program enables one to optimally decide the design variables and thereby significantly improve the sandwich performance. The present technique applying PSO to a hybrid sandwich in conjunction with FEA has extended the application area of optimization with a complex honeycomb sandwich that is not possible by the conventional method.[PUBLICATION ABSTRACT] A sandwich panel, composed of hybrid laminate skins of AL (aluminum)-CFRP-GFRP and aluminum honeycomb core, was optimized for maximizing the structural performance. Stacking sequence of the three different materials comprising the hybrid laminate skins and individual ply angles are taken as design variables in the present optimization problem. Synergizing a particle swarm optimization (PSO) algorithm method with a specially developed FEM program enables one to optimally decide the design variables and thereby significantly improve the sandwich performance. The present technique applying PSO to a hybrid sandwich in conjunction with FEA has extended the application area of optimization with a complex honeycomb sandwich that is not possible by the conventional method. A sandwich panel, composed of hybrid laminate skins of AL (aluminum)-CFRP- GFRP and aluminum honeycomb core, was optimized for maximizing the structural performance. Stacking sequence of the three different materials comprising the hybrid laminate skins and individual ply angles are taken as design variables in the present optimization problem. Synergizing a particle swarm optimization (PSO) algorithm method with a specially developed FEM program enables one to optimally decide the design variables and thereby significantly improve the sandwich performance. The present technique applying PSO to a hybrid sandwich in conjunction with FEA has extended the application area of optimization with a complex honeycomb sandwich that is not possible by the conventional method. KCI Citation Count: 1 |
| Author | Cho, Hee Keun |
| Author_xml | – sequence: 1 givenname: Hee Keun surname: Cho fullname: Cho, Hee Keun email: marklee1@hanmail.net organization: Satellite Technology Research Center, Korea Advanced Institute of Science and Technology |
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| CitedBy_id | crossref_primary_10_15406_aaoaj_2018_02_00050 crossref_primary_10_1016_j_compstruct_2020_112626 crossref_primary_10_1016_j_jsc_2013_10_006 crossref_primary_10_1007_s11831_021_09699_z crossref_primary_10_1016_j_tws_2024_111729 crossref_primary_10_3390_aerospace12010052 crossref_primary_10_1007_s40430_020_02596_9 crossref_primary_10_1016_j_conbuildmat_2018_11_259 crossref_primary_10_1016_j_compstruct_2021_114003 crossref_primary_10_1016_j_compstruct_2023_117761 crossref_primary_10_2514_1_J059238 crossref_primary_10_1016_j_compstruct_2015_12_019 crossref_primary_10_1016_j_compstruct_2019_111022 crossref_primary_10_4028_www_scientific_net_AMM_110_116_1567 crossref_primary_10_1007_s00366_019_00728_x |
| Cites_doi | 10.1016/S0020-0190(02)00447-7 10.1016/0263-8223(91)90062-4 10.1016/j.compositesa.2007.01.002 10.1007/s00158-006-0020-3 10.1016/S0045-7949(02)00092-5 10.1109/ICNN.1995.488968 10.1016/S0263-8223(99)00087-2 10.1007/s00158-002-0188-0 10.1007/s00158-003-0318-3 10.1109/ICEC.1998.699146 10.1016/j.compstruct.2004.12.001 10.1007/s12206-008-0402-0 10.2514/6.1996-1538 10.1007/s12206-008-0122-5 |
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| Keywords | Sandwich Composite material Finite element analysis (FEA) Optimization Stratified material Sandwich structure Aluminium Modeling Particle swarm optimization Hybrid composite Graphite fiber Finite element method Glass fiber reinforced plastics Fibre reinforced plastics Swarm intelligence Carbon fiber reinforced plastics Glass fiber |
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| References_xml | – reference: MucA.ZucharaP.Buckling and failure analysis of FRP faced sandwich platesComposite Structures200048114515010.1016/S0263-8223(99)00087-2 – reference: GroenwoldA. A.HaftkaR. T.Optimization with non-homogeneous failure criteria like Tsai-Wu for composite laminatesStructural and Multidisciplinary Optimization200632318319010.1007/s00158-006-0020-3 – reference: ZienkiewiczO. C.TaylorR. L.The Finite Element Method2005Boston, USAButterworth Heinemann1084.74001 – reference: B. Malott, R. C. Averill, E. D. Goodman, Y. Ding and W. F. Punch, Use of genetic algorithms for optimal design of laminated composite sandwich panels with bending-twisting coupling, Proc. of the 37th AIAA/ASME/ASCE/AHS Structures, Structural Dynamics and Materials, Salt Lake City, USA. (1996). – reference: KongY. M.ChoiS. H.YangB. S.ChoiB. K.Development of integrated evolutionary optimization algorithm and its application to optimum design of ship structuresJournal of Mechanical Science and Technology2008221313132210.1007/s12206-008-0402-0 – reference: VinsonJ. R.The Behavior of Sandwich Structures of Isotropic and Composite Materials1999New York, USATechnomic Publishers – reference: SpallinoR.RizzoS.Optimal design of laminated composite platesComputer Aided Optimum Design of Structures199940277286 – reference: SahaG. C.KalamkarovA. L.GeorgiadesA. V.Effective elastic characteristics of honeycomb sandwich composite shells made of generally orthotropic materialsCompos Part A20073861533154610.1016/j.compositesa.2007.01.002 – reference: P. C. Fourie and A. A. Groenwold, Particle swarms in topology optimization, 4th world congress of structural and multidisciplinary optimization, China, (2001) 52. – reference: VenterG.Sobieszczanski-SobieskiJ.Multidisciplinary optimization of a transport aircraft wing using particle swarm optimizationStructural and Multidisciplinary Optimization200426112113110.1007/s00158-003-0318-3 – reference: FourieP. C.GroenwoldA. A.The particle swarm optimization algorithm in size and shape optimizationStructural and Multidisciplinary Optimization20022325926710.1007/s00158-002-0188-0 – reference: StaabG. H.Laminar Composites1999Boston, USAButterworth Heinemann – reference: J. Kennedy and R. Eberhart, Particle swarm optimization, Proceedings of IEEE international conference on neural networks, Perth Australia, (1995) 1942. – reference: SamadA.KimK. Y.Multi-objective optimization of an axial compressor bladeJournal of Mechanical Science and Technology200822999100710.1007/s12206-008-0122-5 – reference: WalkerM.SmithR.A computational methodology to select the best material combinations and optimally design composite sandwich panels for minimum costComputers and Structures2002801457146010.1016/S0045-7949(02)00092-5 – reference: MikiM.FujimoriK.MiyanoY.Optimal design of fibrous composite sandwich plates with required flexural stiffnessJSME International Journal1983333644954 – reference: HaiduN. V. S.SinhaP. K.Nonlinear transient analysis of laminated composite shells in hygrothermal environmentsComposite Structures200672328028810.1016/j.compstruct.2004.12.001 – reference: TheulenJ. C. M.PeijsA. A. J. M.Optimization of the bending stiffness and strength of composite sandwich panelsComposite Structures1991171879210.1016/0263-8223(91)90062-4 – reference: Y. H. Shi and R. C. Eberhart, A modified particle swarm optimizer, Proc. of IEEE International Conference of Evolutionary Computation, Anchorage, USA, (1998). – reference: BatheK. J.Finite Element Procedures in Engineering Analysis1982NJ, USAPrentice-Hall – reference: TreleaI. C.The particle swarm optimization algorithm: convergence analysis and parameter selectionInformation Processing Letters20038563173251156.9046310.1016/S0020-0190(02)00447-71956454 – reference: GürdalZ.HaftkaR. T.HajelaP.Design and Optimization of Laminated Composite Materials1998New York, USAWiley-Interscience Publication – volume: 85 start-page: 317 issue: 6 year: 2003 ident: 916_CR19 publication-title: Information Processing Letters doi: 10.1016/S0020-0190(02)00447-7 – volume: 17 start-page: 87 issue: 1 year: 1991 ident: 916_CR3 publication-title: Composite Structures doi: 10.1016/0263-8223(91)90062-4 – volume: 38 start-page: 1533 issue: 6 year: 2007 ident: 916_CR5 publication-title: Compos Part A doi: 10.1016/j.compositesa.2007.01.002 – volume-title: The Behavior of Sandwich Structures of Isotropic and Composite Materials year: 1999 ident: 916_CR14 – ident: 916_CR10 – volume: 32 start-page: 183 issue: 3 year: 2006 ident: 916_CR18 publication-title: Structural and Multidisciplinary Optimization doi: 10.1007/s00158-006-0020-3 – volume: 80 start-page: 1457 year: 2002 ident: 916_CR2 publication-title: Computers and Structures doi: 10.1016/S0045-7949(02)00092-5 – ident: 916_CR11 doi: 10.1109/ICNN.1995.488968 – volume: 48 start-page: 145 issue: 1 year: 2000 ident: 916_CR4 publication-title: Composite Structures doi: 10.1016/S0263-8223(99)00087-2 – volume: 33 start-page: 49 issue: 364 year: 1983 ident: 916_CR21 publication-title: JSME International Journal – volume: 23 start-page: 259 year: 2002 ident: 916_CR9 publication-title: Structural and Multidisciplinary Optimization doi: 10.1007/s00158-002-0188-0 – volume-title: The Finite Element Method year: 2005 ident: 916_CR17 – volume: 26 start-page: 121 issue: 1 year: 2004 ident: 916_CR8 publication-title: Structural and Multidisciplinary Optimization doi: 10.1007/s00158-003-0318-3 – ident: 916_CR20 doi: 10.1109/ICEC.1998.699146 – volume: 72 start-page: 280 issue: 3 year: 2006 ident: 916_CR22 publication-title: Composite Structures doi: 10.1016/j.compstruct.2004.12.001 – volume: 22 start-page: 1313 year: 2008 ident: 916_CR6 publication-title: Journal of Mechanical Science and Technology doi: 10.1007/s12206-008-0402-0 – ident: 916_CR1 doi: 10.2514/6.1996-1538 – volume-title: Laminar Composites year: 1999 ident: 916_CR15 – volume: 22 start-page: 999 year: 2008 ident: 916_CR7 publication-title: Journal of Mechanical Science and Technology doi: 10.1007/s12206-008-0122-5 – volume-title: Design and Optimization of Laminated Composite Materials year: 1998 ident: 916_CR13 – volume-title: Finite Element Procedures in Engineering Analysis year: 1982 ident: 916_CR16 – volume: 40 start-page: 277 year: 1999 ident: 916_CR12 publication-title: Computer Aided Optimum Design of Structures |
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| Snippet | A sandwich panel, composed of hybrid laminate skins of AL (aluminum)-CFRP-GFRP and aluminum honeycomb core, was optimized for maximizing the structural... A sandwich panel, composed of hybrid laminate skins of AL (aluminum)-CFRP- GFRP and aluminum honeycomb core, was optimized for maximizing the structural... |
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| SubjectTerms | Algorithms Applied sciences Composites Control Dynamical Systems Engineering Exact sciences and technology Finite element method Forms of application and semi-finished materials Fundamental areas of phenomenology (including applications) Industrial and Production Engineering Laminates Mathematical models Mechanical Engineering Optimization Optimization algorithms Particulate composites Physics Polymer industry, paints, wood Sandwich construction Solid mechanics Stacking Structural and continuum mechanics Studies Technology of polymers Vibration 기계공학 |
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| Title | Maximizing structure performances of a sandwich panel with hybrid composite skins using particle swarm optimization algorithm |
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| ispartofPNX | Journal of Mechanical Science and Technology, 2009, 23(12), , pp.3143-3152 |
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