A survey of machine learning techniques in structural and multidisciplinary optimization
Abstract Machine Learning (ML) techniques have been used in an extensive range of
applications in the field of structural and multidisciplinary optimization over the last few …
applications in the field of structural and multidisciplinary optimization over the last few …
Towards a multi-fidelity & multi-objective Bayesian optimization efficient algorithm
Black-box optimization methods like Bayesian optimization are often employed in cases
where the underlying objective functions and their gradient are complex, expensive to …
where the underlying objective functions and their gradient are complex, expensive to …
Mbse and mdao for early validation of design decisions: a bibliography survey
JC Chaudemar… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Switching from document-centric engineering to Model Based Systems Engineering
(MBSE), Systems Engineering (SE) has significantly evolved in terms of standard practices …
(MBSE), Systems Engineering (SE) has significantly evolved in terms of standard practices …
Multi-fidelity Bayesian optimization strategy applied to Overall Drone Design
R Charayron, T Lefebvre, N Bartoli… - AIAA SciTech 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-2366. vid Nowadays, drones can
be developed for a wide range of use cases, from infrastructure monitoring to sea rescue …
be developed for a wide range of use cases, from infrastructure monitoring to sea rescue …
The AGILE 4.0 Project: MBSE to Support Cyber‐Physical Collaborative Aircraft Development
J Bussemaker, L Boggero… - INCOSE International …, 2023 - Wiley Online Library
This paper presents the main output of the EU‐funded H2020 AGILE 4.0 project: the AGILE
4.0 MBSE‐MDAO Development Framework. The framework aims at connecting upstream …
4.0 MBSE‐MDAO Development Framework. The framework aims at connecting upstream …
Multi-objective bayesian optimization with mixed-categorical design variables for expensive-to-evaluate aeronautical applications
This work aims at developing new methodologies to optimize computational costly complex
systems (eg, aeronautical engineering systems). The proposed surrogate-based method …
systems (eg, aeronautical engineering systems). The proposed surrogate-based method …
Aerostructural design optimization of wind turbine blades
This study presents an aerostructural optimization process for wind turbine blades aimed at
enhancing the turbine's performance. The optimization framework integrates DAFoam as the …
enhancing the turbine's performance. The optimization framework integrates DAFoam as the …
Advancing cross-organizational collaboration in aircraft development
E Baalbergen, J Vankan, L Boggero… - AIAA AVIATION 2022 …, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-4052. vid Collaboration is a key
enabler for the development of modern aircraft and its systems and components. Because of …
enabler for the development of modern aircraft and its systems and components. Because of …
Development of a Mission-Tailored Tail-Sitter MAV
Vertical takeoff and landing (VTOL) vehicles are among the most versatile UAVs,
appropriate for various missions. Given that there are still open challenges regarding the …
appropriate for various missions. Given that there are still open challenges regarding the …
Sizing a Drone Battery by coupling MBSE and MDAO
O Aïello, O Poitou, JC Chaudemar… - … Embedded Real Time …, 2022 - hal.science
Drones have increasingly been used to assist Humans for rescue and surveillance missions.
To do so, their design turns out to be a challenging issue, in particular when their autonomy …
To do so, their design turns out to be a challenging issue, in particular when their autonomy …