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Decision tree-based machine learning to optimize the laminate stacking of composite cylinders for maximum buckling load and minimum imperfection sensitivity

Wagner, Ronald and Köke, Hardy and Dähne, Sascha and Niemann, Steffen and Hühne, Christian and Khakimova, Regina (2019) Decision tree-based machine learning to optimize the laminate stacking of composite cylinders for maximum buckling load and minimum imperfection sensitivity. Composite Structures. Elsevier. ISSN 0263-8223

Full text not available from this repository.

Official URL: https://doi.org/10.1016/j.compstruct.2019.02.103


Item URL in elib:https://elib.dlr.de/128308/
Document Type:Article
Title:Decision tree-based machine learning to optimize the laminate stacking of composite cylinders for maximum buckling load and minimum imperfection sensitivity
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Wagner, RonaldTechnische Universität Braunschweig, Institute of Adaptronic and Functional Integrationhttps://orcid.org/0000-0003-2749-1455
Köke, HardyHardy.Koeke (at) dlr.deUNSPECIFIED
Dähne, Saschasascha.daehne (at) dlr.dehttps://orcid.org/0000-0003-3497-3225
Niemann, SteffenSteffen.Niemann (at) dlr.dehttps://orcid.org/0000-0001-9272-0635
Hühne, ChristianChristian.Huehne (at) dlr.dehttps://orcid.org/0000-0002-2218-1223
Khakimova, ReginaFraunhofer InstituteUNSPECIFIED
Date:2019
Journal or Publication Title:Composite Structures
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Publisher:Elsevier
ISSN:0263-8223
Status:Published
Keywords:buckling, robust design, knockdown factor, Imperfection sensitivity, Composite Shell, Postbuckling, Optimization, Machine Learning, Decision tree
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space Transport
DLR - Research area:Raumfahrt
DLR - Program:R RP - Raumtransport
DLR - Research theme (Project):R - Raumfahrzeugsysteme - Konzepte und Entwurf
Location: Braunschweig
Institutes and Institutions:Institute of Composite Structures and Adaptive Systems > Functional Lightweight Structures
Deposited By: Kafka, Elena
Deposited On:08 Jul 2019 15:51
Last Modified:08 Jul 2019 15:51

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