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Erschienen in: Structural and Multidisciplinary Optimization 2/2018

13.08.2017 | RESEARCH PAPER

Efficient strategies for reliability-based design optimization of variable stiffness composite structures

verfasst von: A. Sohouli, M. Yildiz, A. Suleman

Erschienen in: Structural and Multidisciplinary Optimization | Ausgabe 2/2018

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Abstract

This study investigates efficient design optimization frameworks for composite structures with uncertainties related to material properties and loading. The integration of two decoupled reliability-based design optimization methodologies with a decoupled discrete material optimization is proposed to determine material and fiber orientation for three-dimensional composite structures. First, a deterministic and decoupled discrete material optimization is used for baseline comparison. The objective is to minimize the cost of composite structures with the design variables comprising of the piecewise patch orientations and material properties of the fiber reinforced composites. The reliability-based design optimization includes a hybrid method, and also the sequential optimization and reliability assessment method. In the sequential optimization and reliability assessment method, the inverse reliability analysis is evaluated using a stochastic response surface method and a first order reliability approach. Comparing the methods based on the optimal material and fiber orientations, the uncertainties in loads and material properties lead to different optimal layouts compared to the deterministic solutions. The numerical results also reveal that the hybrid method applied in reliability based designs results in negligible additional computational cost.

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Literatur
Zurück zum Zitat A Vanderplaats GN (1984) Numerical optimization techniques for engineering design: with applications. McGraw-Hill, New YorkMATH A Vanderplaats GN (1984) Numerical optimization techniques for engineering design: with applications. McGraw-Hill, New YorkMATH
Zurück zum Zitat Abachizadeh M, Tahani M (2009) An ant colony optimization approach to multi-objective optimal design of symmetric hybrid laminates for maximum fundamental frequency and minimum cost. Struct Multidiscip Optim 37:367–376. doi:10.1007/s00158-008-0235-6 CrossRef Abachizadeh M, Tahani M (2009) An ant colony optimization approach to multi-objective optimal design of symmetric hybrid laminates for maximum fundamental frequency and minimum cost. Struct Multidiscip Optim 37:367–376. doi:10.​1007/​s00158-008-0235-6 CrossRef
Zurück zum Zitat Breitkopf P, Coelho RF (2013) Multidisciplinary design optimization in computational mechanics. John Wiley & Sons, HobokenCrossRef Breitkopf P, Coelho RF (2013) Multidisciplinary design optimization in computational mechanics. John Wiley & Sons, HobokenCrossRef
Zurück zum Zitat Chamis CC (1984) Simplified composite micromechanics equations for hygral, thermal, and mechanical-properties. Sampe Quarterly-Society for the Advancement of Material and Process Engineering 15:14–23 Chamis CC (1984) Simplified composite micromechanics equations for hygral, thermal, and mechanical-properties. Sampe Quarterly-Society for the Advancement of Material and Process Engineering 15:14–23
Zurück zum Zitat Chi W, Gao Y, Fang J, Lund E, Li Q (2017) Discrete topology optimization of ply orientation for a carbon fiber reinforced plastic (CFRP) laminate vehicle door. Mater Des 128:9–19CrossRef Chi W, Gao Y, Fang J, Lund E, Li Q (2017) Discrete topology optimization of ply orientation for a carbon fiber reinforced plastic (CFRP) laminate vehicle door. Mater Des 128:9–19CrossRef
Zurück zum Zitat Du XP, Sudjianto A, Chen W (2004) An integrated framework for optimization under uncertainty using inverse reliability strategy. J Mech Des 126:562–570. doi:10.1115/1.1759358 CrossRef Du XP, Sudjianto A, Chen W (2004) An integrated framework for optimization under uncertainty using inverse reliability strategy. J Mech Des 126:562–570. doi:10.​1115/​1.​1759358 CrossRef
Zurück zum Zitat Forrester A, Sobester A, Keane A (2008) Engineering design via surrogate modelling: a practical guide. John Wiley & Sons, HobokenCrossRef Forrester A, Sobester A, Keane A (2008) Engineering design via surrogate modelling: a practical guide. John Wiley & Sons, HobokenCrossRef
Zurück zum Zitat Henrichsen SR, Lindgaard E, Lund E (2015) Free material stiffness design of laminated composite structures using commercial finite element analysis codes a comparison to research code. Struct Multidiscip Optim 51:1097–1111. doi:10.1007/s00158-014-1199-3 MathSciNetCrossRef Henrichsen SR, Lindgaard E, Lund E (2015) Free material stiffness design of laminated composite structures using commercial finite element analysis codes a comparison to research code. Struct Multidiscip Optim 51:1097–1111. doi:10.​1007/​s00158-014-1199-3 MathSciNetCrossRef
Zurück zum Zitat Jin R, Chen W, Simpson TW (2001) Comparative studies of metamodelling techniques under multiple modelling criteria. Struct Multidiscip Optim 23:1–13CrossRef Jin R, Chen W, Simpson TW (2001) Comparative studies of metamodelling techniques under multiple modelling criteria. Struct Multidiscip Optim 23:1–13CrossRef
Zurück zum Zitat Kharmanda G, Mohamed A, Lemaire M (2002) Efficient reliability-based design optimization using a hybrid space with application to finite element analysis. Struct Multidiscip Optim 24:233–245. doi:10.1007/s00158-002-0233-z CrossRef Kharmanda G, Mohamed A, Lemaire M (2002) Efficient reliability-based design optimization using a hybrid space with application to finite element analysis. Struct Multidiscip Optim 24:233–245. doi:10.​1007/​s00158-002-0233-z CrossRef
Zurück zum Zitat Librescu L, Song O (2005) Thin-walled composite beams: theory and application vol 131. Springer Science & Business Media, Berlin Librescu L, Song O (2005) Thin-walled composite beams: theory and application vol 131. Springer Science & Business Media, Berlin
Zurück zum Zitat Qu X, Venkataraman S, Haftka RT, Johnson TF (2001) Reliability, weight, and cost tradeoffs in the design of composite laminates for cryogenic environments. Paper presented at the Proceedings 42nd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Material Conference Qu X, Venkataraman S, Haftka RT, Johnson TF (2001) Reliability, weight, and cost tradeoffs in the design of composite laminates for cryogenic environments. Paper presented at the Proceedings 42nd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Material Conference
Zurück zum Zitat Sohouli A, Yildiz M, Suleman A (2017) Design Optimization and Reliability Analysis of Variable Stiffness Composite Structures. In: Smart Structures and Materials. Springer International Publishing, pp 245–265 Sohouli A, Yildiz M, Suleman A (2017) Design Optimization and Reliability Analysis of Variable Stiffness Composite Structures. In: Smart Structures and Materials. Springer International Publishing, pp 245–265
Zurück zum Zitat Version A 6.13-1 (2013) User’s Manual, ABAQUS. Inc Version A 6.13-1 (2013) User’s Manual, ABAQUS. Inc
Zurück zum Zitat Zhao QH, Chen XK, Ma ZD, Lin Y (2015) Reliability-based topology optimization using stochastic response surface method with sparse grid design. Math Probl Eng. doi:10.1155/2015/487686 Zhao QH, Chen XK, Ma ZD, Lin Y (2015) Reliability-based topology optimization using stochastic response surface method with sparse grid design. Math Probl Eng. doi:10.​1155/​2015/​487686
Metadaten
Titel
Efficient strategies for reliability-based design optimization of variable stiffness composite structures
verfasst von
A. Sohouli
M. Yildiz
A. Suleman
Publikationsdatum
13.08.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Structural and Multidisciplinary Optimization / Ausgabe 2/2018
Print ISSN: 1615-147X
Elektronische ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-017-1771-8

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