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Erschienen in: Structural and Multidisciplinary Optimization 5/2019

19.06.2019 | Research Paper

A constraint satisfaction problem algorithm for large-scale multi-panel composite structures

verfasst von: Javier Sanz-Corretge

Erschienen in: Structural and Multidisciplinary Optimization | Ausgabe 5/2019

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Abstract

This paper proposes a constraint satisfaction problem algorithm based on implicit decision trees and dynamic programming for the design of multiple composite panels subjected to a set of blending rules and external forces. This decision tree is built incrementally on the ‘fly’, adding plies from a particular set, and does not require any guiding laminate or stacking sequence table for blending purposes. The upper bound algorithm complexity is provided in this work. The technique is applied to the design of a well-known composite multi-panel problem addressed in previous studies; the novel procedure exhibits high-quality solutions (in terms of structure weight) and low computational cost (in terms of laminate evaluations). The novel algorithm scalability is also checked showing that the node tree expansion is independent of the number of panels to be designed. This algorithm could therefore be a suitable choice for large-scale multi-panel design problems.

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Literatur
Zurück zum Zitat Adams DB, Watson LT, Gürdal Z, Anderson-Cook CM (2004) Genetic algorithm optimization and blending of composite laminates by locally reducing laminate thickness. Adv Eng Softw 35–43 Adams DB, Watson LT, Gürdal Z, Anderson-Cook CM (2004) Genetic algorithm optimization and blending of composite laminates by locally reducing laminate thickness. Adv Eng Softw 35–43
Zurück zum Zitat Bailie JA, Ley RP, Pasricha A (1997) A summary and review of composite laminate design guidelines. NASA Contract:NAS1–NAS19347 Bailie JA, Ley RP, Pasricha A (1997) A summary and review of composite laminate design guidelines. NASA Contract:NAS1–NAS19347
Zurück zum Zitat Bishop CM (2006) Patten recognition and machine learning. Springer. ISBN-10:0-387-31073-8 Bishop CM (2006) Patten recognition and machine learning. Springer. ISBN-10:0-387-31073-8
Zurück zum Zitat Eckold G (1994) Design and manufacture of composite structures. Woodhead Publishing Eckold G (1994) Design and manufacture of composite structures. Woodhead Publishing
Zurück zum Zitat Fan H-T, Wang H, Chen X-H (2016) An optimization method for composite structures with ply-drops. Compos Struct 136(2016):650–661CrossRef Fan H-T, Wang H, Chen X-H (2016) An optimization method for composite structures with ply-drops. Compos Struct 136(2016):650–661CrossRef
Zurück zum Zitat Goldberg DE (1989) Genetic algorithms in search, optimization and machine learning. Addison Wesley Longman. Inc. ISBN 0-201-15767-5 Goldberg DE (1989) Genetic algorithms in search, optimization and machine learning. Addison Wesley Longman. Inc. ISBN 0-201-15767-5
Zurück zum Zitat Guttag JV (2013) Introduction to computation and programming using Python. MIT Press Guttag JV (2013) Introduction to computation and programming using Python. MIT Press
Zurück zum Zitat Irisarri F-X, Abdalla MM, Gürdal Z (2011) Improved Shephard’s method for the optimization of composite structures. AIAA J 49(12):2726–2736CrossRef Irisarri F-X, Abdalla MM, Gürdal Z (2011) Improved Shephard’s method for the optimization of composite structures. AIAA J 49(12):2726–2736CrossRef
Zurück zum Zitat Irisarri F-X, Lasseigne A, Leroy F-H, Le Riche R (2014) Optimal design of laminated composite structures with ply drops using stacking sequence tables. Compos Struct 107:559–569CrossRef Irisarri F-X, Lasseigne A, Leroy F-H, Le Riche R (2014) Optimal design of laminated composite structures with ply drops using stacking sequence tables. Compos Struct 107:559–569CrossRef
Zurück zum Zitat Jones RM (1999) Mechanics of composite materials. Taylor & Francis (materials Science & Engineering Series) Jones RM (1999) Mechanics of composite materials. Taylor & Francis (materials Science & Engineering Series)
Zurück zum Zitat Kollár LP, Springer GS (2003) Mechanics of composite structures. Cambridge University Press. ISBN 978-0-521-80165-2 Kollár LP, Springer GS (2003) Mechanics of composite structures. Cambridge University Press. ISBN 978-0-521-80165-2
Zurück zum Zitat Liu D, Toporov, VV, Zhou M Barton D (2010) Optimization of blended smeared stiffness technique and lamination parameters. https://doi.org/10.2514/6.2010-3079. Conference: 51st AIAA/ASME/ASCE/AHS/ASC structures, structural dynamics, and materials conference 18th AIAA/ASME/AHS adaptive structures conference 12th Liu D, Toporov, VV, Zhou M Barton D (2010) Optimization of blended smeared stiffness technique and lamination parameters. https://​doi.​org/​10.​2514/​6.​2010-3079. Conference: 51st AIAA/ASME/ASCE/AHS/ASC structures, structural dynamics, and materials conference 18th AIAA/ASME/AHS adaptive structures conference 12th
Zurück zum Zitat Manan A, Vio GA, Harmin MY (2010) Optimization of aerolastic composite structures using evolutionary algorithms. Eng Optim 42(2):171–181CrossRef Manan A, Vio GA, Harmin MY (2010) Optimization of aerolastic composite structures using evolutionary algorithms. Eng Optim 42(2):171–181CrossRef
Zurück zum Zitat Rossi F, van Beek P, Walsh T (2006) Handbook of constraint programming. Elsevier, p 157. ISBN 978-0-444-52726-4 Rossi F, van Beek P, Walsh T (2006) Handbook of constraint programming. Elsevier, p 157. ISBN 978-0-444-52726-4
Zurück zum Zitat Sanz-Corretge J (2018) An A-STAR algorithm for thick composite laminate design. AAOAJ 2(3) Sanz-Corretge J (2018) An A-STAR algorithm for thick composite laminate design. AAOAJ 2(3)
Zurück zum Zitat Serestra O, Abdalla MM, Gürdal Z (2009) ‘A genetic algorithm based blending scheme for design of multiple composite laminates’. 50 th AIAA/ASME/ASC structures, structural dynamics and materials conference. 4–7 may. Palm Springs, California, p 2009 Serestra O, Abdalla MM, Gürdal Z (2009) ‘A genetic algorithm based blending scheme for design of multiple composite laminates’. 50 th AIAA/ASME/ASC structures, structural dynamics and materials conference. 4–7 may. Palm Springs, California, p 2009
Zurück zum Zitat Soremekun G, Gürdal Z, Kasssapoglou C, Toni D (2002) Stacking sequence blending of multiple composite laminates using genetic algorithms. Compos Struct 56:53–62CrossRef Soremekun G, Gürdal Z, Kasssapoglou C, Toni D (2002) Stacking sequence blending of multiple composite laminates using genetic algorithms. Compos Struct 56:53–62CrossRef
Zurück zum Zitat Vanderplaats GN (1999) Numerical optimization techniques for engineering desgin. ISBN 0-944956-00-9 Vanderplaats GN (1999) Numerical optimization techniques for engineering desgin. ISBN 0-944956-00-9
Zurück zum Zitat Yang J, Song B, Zhong X, Jim P (2016) Optimal design of blended composite laminate structures using ply drop sequence. Compos Struct 135(2016):30–37CrossRef Yang J, Song B, Zhong X, Jim P (2016) Optimal design of blended composite laminate structures using ply drop sequence. Compos Struct 135(2016):30–37CrossRef
Metadaten
Titel
A constraint satisfaction problem algorithm for large-scale multi-panel composite structures
verfasst von
Javier Sanz-Corretge
Publikationsdatum
19.06.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
Structural and Multidisciplinary Optimization / Ausgabe 5/2019
Print ISSN: 1615-147X
Elektronische ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-019-02309-4

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