An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design

Autor: Ian Chittick, Nathalie Bartoli, Stéphane Dufresne, Hugo Gagnon, Rémy Priem, Youssef Diouane

Publikováno v: AIAA AVIATION 2020 FORUM
AIAA AVIATION 2020 FORUM, Jun 2020, Inconnu, United States. ⟨10.2514/6.2020-3152⟩

The multi-level, multi-disciplinary and multi-fidelity optimization framework developed at Bombardier Aviation has shown great results to explore efficient and competitive aircraft configurations. This optimization framework has been developed within

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fdc936719786ae16046ef8901a06c7df
https://oatao.univ-toulouse.fr/26105/

Exploring Collaborative and Multidisciplinary Aircraft Optimization through the AGILE Academy Challenge - A case study for an aircraft auxiliary solar power system

Autor: Andrew Jeyaraj, Florian Sanchez, Paul Earnest, Ezhil Murugesan, Rémy Priem, Susan Liscouet-Hanke

Publikováno v: 19th astronautics conference of the Canadian Aeronautics and Space Institute
19th astronautics conference of the Canadian Aeronautics and Space Institute, Jun 2019, Laval, Canada
HAL

Reduction in aircraft emission is a main driver for the development of more efficient aircraft and enabling technologies are reaching operational maturity. Aircraft manufacturers need an efficient product development process to capture these emergent

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eb59f8bed109bf8ee101689593176d4d
https://hal.archives-ouvertes.fr/hal-02942603/document

Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design

Autor: Joaquim R. R. A. Martins, Nathalie Bartoli, Rémy Priem, Nicolas Bons, Thierry Lefebvre, Romain Olivanti, Joseph Morlier, Sylvain Dubreuil

Publikováno v: Aerospace Science and Technology
Aerospace Science and Technology, Elsevier, 2019, 90, pp.85-102. ⟨10.1016/j.ast.2019.03.041⟩
Aerospace Science and Technology, 2019, 90, pp.85-102. ⟨10.1016/j.ast.2019.03.041⟩

International audience; Surrogate models are often used to reduce the cost of design optimization prob- lems that involve computationally costly models, such as computational fluid dynamics simulations. However, the number of evaluations required by

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c15be2529fb18f502fc7d544e38fe932
https://hal.archives-ouvertes.fr/hal-02149236/file/Bartoli_23683.pdf