ROM – Model Reduction and Multiphysics Optimization
Objectives
Improving and automating complex systems design methods in order to redure time and costs.
The ROM project has been launched in July 2013 in order to:
- provide a set of scientific and technological tools allowing the designing of complex multiphysics systems. These tools will address the implementation of multiphysics and multiple-scale models, the techniques of exploration of the design space, and optimization techniques ;
- develop tools allowing the evaluation of the quality of models developed and the results of simulations (model verification and validation aspect) ;
- deploy an integration and demonstration platform integrating both the scientific and technological tools developed within this project, and software tools (free or proprietary) allowing the production of industrial test scenarios from the aerospace and automobile sectors. The impact of the developed tools must be validated and integrated into the software suites already widely used by manufacturers.
Results
Publications
ROM project’s publications
CAD-based shape optimization of an exhaust manifold using the adjoint solver (in corporation with Renault)
T. Leblond, P. Froment
Star Global Conference - 2016
A Bayesian Approach to Constrained Multi-objective Optimization
P. Feliot, J. Bect, E. Vazquez
9th International Conference, LION 9,– 2015
A modal analysis oriented reduction methodology using component eigenmodes and Arnoldi enrichment
H. Tournaire, F.Renaud, J-L. DionH. Tournaire, F.Renaud, J-L. Dion
Congrès Français de Mécanique – 2015
A Novative Optimal Shape Design Based on an Isogeometric Approach : Application to Optimization of Surface Shapes with Discontinuous Curvature
S. Julisson, C. Fourcade, P. de Nazelle, L. Dumas
11th World Congress on Structural and Multidisciplinary Optimization – 2015
A reduction methodology using free-free component eigenmodes and arnoldi enrichment
H. Tournaire, F.Renaud, J-L. Dion
ASME – 2015
ASAP: Algorithm Selection And Prediction
F. Gonard, M. Schoenaer, M. Sebag
COSEAL Workshop – 2015
Gradient-based optimization of parameterized CAD geometries
T. Leblond, P. de Nazelle, R. Sellakh, P. Serre, G. Chevallier
WCSMO – 2015
Gradient-based optimization of parameterized CAD geometries
T. Leblond, P. de Nazelle, R. Sellakh, P. Serre, G. Chevallier
ASME-IDETC – 2015
Gradient-based optimization of parameterized CAD geometries
T. Leblond, P. Froment
Journée 3AF - Optimisation structurale à l'ONERA – 2015
Optimisation de forme de structures en matériaux composites
F. Kpadonou
Ve colloque EDP-Normandie – 2015
Optimisation de forme par gradients sur les paramètres CAO
T. Leblond, P. de Nazelle, R. Sellakh, P. Serre, G. Chevallier
CSMA – 2015
Une méthodologie de réduction utilisant des modes propres de composant et un enrichissement de type Arnoldi
H. Tournaire, F.Renaud, J-L. Dion
CSMA – 2015
Project timeline