Empowered decision-making in simulation-based engineering: Advanced Model Reduction for real-time, inverse and optimization in industrial problems

Informazioni relative al progetto

AdMoRe

ID dell’accordo di sovvenzione: 675919

DOI 10.3030/675919

Progetto chiuso

Data della firma CE 22 Luglio 2015

Data di avvio 1 Ottobre 2015

Data di completamento 30 Settembre 2019

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale € 2 080 164,96

Contributo UE € 2 080 164,96

Coordinato da

UNIVERSITAT POLITECNICA DE CATALUNYA
Spain

Risultati finali

Documents, reports (14)

Advanced report on geometrical enhanced model descriptions (with emphasis on low and high approximations)
Advanced report with contributions on metamodels/surrogate models vs. computational vademecum
State-of-the-art report on Reduced Order Models for computational mechanics
State-of-the-art report on relevant geometrical design variables (QoI)
State-of-the-art report on multi-parametric linear & nonlinear ROM including definition of multi-parametric quantities of interest (QoI)
State-of-the-art report on analysis of eddy-current problems coupled with a mechanical field (stage 1: frequency domain analysis).
Report on existing Error Estimation strategies for computational mechanics

Report on existing Error Estimation strategies for computational mechanics

State-of-the-art report on analysis of eddy-current problems coupled with a mechanical field (stage 2: time domain analysis).
State-of-the-art report on Validation and Verification in a Reduced Order setting (emphasis on PGD)
State-of-the-art report the use of ROM for UQ with V&V tools.
Advanced report with contributions on nonlinear inelasticity and viscoplasticity within ROM strategies
State-of-the-art report on low versus high-order approximations and adaptive approximations
State-of-the-art report on UQ techniques in computational mechanics.
State-of-the-art report on computational frameworks for electromagneto- mechanics and MRI scanners: physics, governing equations, experimentation, design variables & available computational frameworks

State-of-the-art report on computational frameworks for electromagneto-mechanics and MRI scanners: physics, governing equations, experimentation, design variables & available computational frameworks

Other (3)

International call for recruitment of ESR with position descriptions & communication plan

International call for recruitment of ESR with position descriptions & communication plan. Administrative tasks

AdMoRe-Web initially developed for recruitment, then maintained by ESR who also must join www.facebook.com/Marie.Curie.Actions

AdMoRe-Web initially developed for recruitment, then maintained by ESR who also must join www.facebook.com/Marie.Curie.Actions. Administrative tasks.

Recruitment of ESR

Recruitment of ESR. Administrative tasks

Websites, patent fillings, videos etc. (12)

Presentation of research in ECCOMAS ECCM & ECFD conferences and the World Congress in Computational Mechanics
AdMoRe Workshops
AdMoRe Schools
Preparation newspaper article for dissemination of training/research activities of AdMoRe to the general audience. This article will summarize the experiences of the ESRs after their training period.

Preparation newspaper article for dissemination of training/research activities of AdMoRe to the general audience. This article will summarise the experiences of the ESRs after their training period.

A series of seminars will be delivered by the ESRs in the Academic Institutions of the consortium to disseminate their work among Department peers. Scientific rigor will be assessed
Presentation of research results in ECCOMAS thematic conferences
AdMoRe in the European and World Congresses
A series of seminars delivered by the ESRs in the companies of the consortium to disseminate their work among industrialists. Quality of results and impact in industry will be assessed.
AdMoRe in media: video-clips (developed by ESRs) released on internet in spaces open to the public at large.
AdMoRe e-Newsletter (web-based document to be released on internet to the attention of the public at large) & Posters.
ESRs Ambassadors Day: ESRs will act as “Ambassadors” visiting schools and Universities of the consortium to promote the research/training of AdMoRe to students.
AdMoRe Research Meetings

Pubblicazioni

Peer reviewed articles (23)

An accurate and efficient three‐dimensional high‐order finite element methodology for the simulation of magneto‐mechanical coupling in MRI scanners

Autori: M. Seoane, P.D. Ledger, A.J. Gil, M. Mallett
Pubblicato in: International Journal for Numerical Methods in Engineering, 2019, ISSN 0029-5981
Editore: John Wiley & Sons Inc.
DOI: 10.1002/nme.6088

An energy–momentum time integration scheme based on a convex multi-variable framework for non-linear electro-elastodynamics

Autori: R. Ortigosa, M. Franke, A. Janz, A.J. Gil, P. Betsch
Pubblicato in: Computer Methods in Applied Mechanics and Engineering, Numero 339, 2018, Pagina/e 1-35, ISSN 0045-7825
Editore: Elsevier BV
DOI: 10.1016/j.cma.2018.04.021

A curvilinear high order finite element framework for electromechanics: From linearised electro-elasticity to massively deformable dielectric elastomers

Autori: Roman Poya, Antonio J. Gil, Rogelio Ortigosa, Ruben Sevilla, Javier Bonet, Wolfgang A. Wall
Pubblicato in: Computer Methods in Applied Mechanics and Engineering, Numero 329, 2018, Pagina/e 75-117, ISSN 0045-7825
Editore: Elsevier BV
DOI: 10.1016/j.cma.2017.09.020

A locking-free face-centred finite volume (FCFV) method for linear elastostatics

Autori: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Pubblicato in: Computers & Structures, Numero 212, 2019, Pagina/e 43-57, ISSN 0045-7949
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.10.015

A superconvergent hybridisable discontinuous Galerkin method for linear elasticity

Autori: Ruben Sevilla, Matteo Giacomini, Alexandros Karkoulias, Antonio Huerta
Pubblicato in: International Journal for Numerical Methods in Engineering, Numero 116/2, 2018, Pagina/e 91-116, ISSN 0029-5981
Editore: John Wiley & Sons Inc.
DOI: 10.1002/nme.5916

A face-centred finite volume method for second-order elliptic problems

Autori: Ruben Sevilla, Matteo Giacomini, Antonio Huerta
Pubblicato in: International Journal for Numerical Methods in Engineering, Numero 115/8, 2018, Pagina/e 986-1014, ISSN 0029-5981
Editore: John Wiley & Sons Inc.
DOI: 10.1002/nme.5833

Hybrid coupling of CG and HDG discretizations based on Nitsche’s method

Autori: Andrea La Spina, Matteo Giacomini, Antonio Huerta
Pubblicato in: Computational Mechanics, 2020, ISSN 0178-7675
Editore: Springer Verlag
DOI: 10.1007/s00466-019-01770-8

Nonintrusive proper generalised decomposition for parametrised incompressible flow problems in OpenFOAM

Autori: Vasileios Tsiolakis, Matteo Giacomini, Ruben Sevilla, Carsten Othmer, Antonio Huerta
Pubblicato in: Computer Physics Communications, 2019, Pagina/e 107013, ISSN 0010-4655
Editore: Elsevier BV
DOI: 10.1016/j.cpc.2019.107013

A Superconvergent HDG Method for Stokes Flow with Strongly Enforced Symmetry of the Stress Tensor

Autori: Matteo Giacomini, Alexandros Karkoulias, Ruben Sevilla, Antonio Huerta
Pubblicato in: Journal of Scientific Computing, Numero 77/3, 2018, Pagina/e 1679-1702, ISSN 0885-7474
Editore: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10915-018-0855-y

Proper generalized decomposition solutions within a domain decomposition strategy

Autori: Antonio Huerta, Enrique Nadal, Francisco Chinesta
Pubblicato in: International Journal for Numerical Methods in Engineering, Numero 113/13, 2018, Pagina/e 1972-1994, ISSN 0029-5981
Editore: John Wiley & Sons Inc.
DOI: 10.1002/nme.5729

A second-order face-centred finite volume method for elliptic problems

Autori: Luan M. Vieira, Matteo Giacomini, Ruben Sevilla, Antonio Huerta
Pubblicato in: Computer Methods in Applied Mechanics and Engineering, Numero 358, 2020, Pagina/e 112655, ISSN 0045-7825
Editore: Elsevier BV
DOI: 10.1016/j.cma.2019.112655

Discontinuous Galerkin approximations in computational mechanics: hybridization, exact geometry and degree adaptivity

Autori: Matteo Giacomini, Ruben Sevilla
Pubblicato in: SN Applied Sciences, Numero 1/9, 2019, ISSN 2523-3963
Editore: Springer
DOI: 10.1007/s42452-019-1065-4

Solution of geometrically parametrised problems within a CAD environment via model order reduction

Autori: Ruben Sevilla, Sergio Zlotnik, Antonio Huerta
Pubblicato in: Computer Methods in Applied Mechanics and Engineering, Numero 358, 2020, Pagina/e 112631, ISSN 0045-7825
Editore: Elsevier BV
DOI: 10.1016/j.cma.2019.112631

A new hybrid explicit/implicit in-plane-out-of-plane separated representation for the solution of dynamic problems defined in plate-like domains

Autori: G. Quaranta, B. Bognet, R. Ibañez, A. Tramecon, E. Haug, F. Chinesta
Pubblicato in: Computers & Structures, Numero 210, 2018, Pagina/e 135-144, ISSN 0045-7949
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compstruc.2018.05.001

A Manifold Learning Approach to Data-Driven Computational Elasticity and Inelasticity

Autori: Rubén Ibañez, Emmanuelle Abisset-Chavanne, Jose Vicente Aguado, David Gonzalez, Elias Cueto, Francisco Chinesta
Pubblicato in: Archives of Computational Methods in Engineering, Numero 25/1, 2018, Pagina/e 47-57, ISSN 1134-3060
Editore: International Center for Numerical Methods in Engineering
DOI: 10.1007/s11831-­016-­9197-­9

Hybrid constitutive modeling: data-driven learning of corrections to plasticity models

Autori: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, David González, Jean-Louis Duval, Elias Cueto, Francisco Chinesta
Pubblicato in: International Journal of Material Forming, Numero 12/4, 2019, Pagina/e 717-725, ISSN 1960-6206
Editore: Springer-Verlag France
DOI: 10.1007/s12289-­018-­1448-­x

A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition

Autori: Rubén Ibáñez, Emmanuelle Abisset-Chavanne, Amine Ammar, David González, Elías Cueto, Antonio Huerta, Jean Louis Duval, Francisco Chinesta
Pubblicato in: Complexity, Numero 2018, 2018, Pagina/e 1-11, ISSN 1076-2787
Editore: John Wiley & Sons Inc.
DOI: 10.1155/2018/5608286

From linear to nonlinear PGD-based parametric structural dynamics

Autori: Giacomo Quaranta, Clara Argerich Martin, Ruben Ibañez, Jean Louis Duval, Elias Cueto, Francisco Chinesta
Pubblicato in: Comptes Rendus Mécanique, Numero 347/5, 2019, Pagina/e 445-454, ISSN 1631-0721
Editore: Elsevier Masson
DOI: 10.1016/j.crme.2019.01.005

Structural health monitoring by combining machine learning and dimensionality reduction techniques

Autori: G. Quaranta, E. Lopez, E. Abisset-Chavanne, J. Duval, A. Huerta, F. Chinesta
Pubblicato in: Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería, 2018, ISSN 0213-1315
Editore: Universitat Politecnica de Catalunya
DOI: 10.23967/j.rimni.2018.12.001

Parametric evaluation of part distortion in additive manufacturing processes

Autori: Giacomo Quaranta, Eberhard Haug, Jean Louis Duval, Francisco Chinesta
Pubblicato in: International Journal of Material Forming, 2019, ISSN 1960-6206
Editore: Springer-Verlag France
DOI: 10.1007/s12289-018-01462-3

On the coupling of local 3D solutions and global 2D shell theory in structural mechanics

Autori: Giacomo Quaranta, Mustapha Ziane, Fatima Daim, Emmanuelle Abisset-Chavanne, Jean-Louis Duval, Francisco Chinesta
Pubblicato in: Advanced Modeling and Simulation in Engineering Sciences, Numero 6/1, 2019, ISSN 2213-7467
Editore: Springer
DOI: 10.1186/s40323-019-0125-z

A minimally-intrusive fully 3D separated plate formulation in computational structural mechanics

Autori: Giacomo Quaranta, Mustapha Ziane, Eberhard Haug, Jean-Louis Duval, Francisco Chinesta
Pubblicato in: Advanced Modeling and Simulation in Engineering Sciences, Numero 6/1, 2019, ISSN 2213-7467
Editore: Springer
DOI: 10.1186/s40323-019-0135-x

A simple microstructural viscoelastic model for flowing foams

Autori: Rubén Ibáñez, Adrien Scheuer, Emmanuelle Abisset-Chavanne, Francisco Chinesta, Antonio Huerta, Roland Keunings
Pubblicato in: International Journal of Material Forming, Numero 12/2, 2019, Pagina/e 295-306, ISSN 1960-6206
Editore: Springer-Verlag France
DOI: 10.1007/s12289-018-1417-4

Conference proceedings (2)

Reshaping of large aeronautical structural parts: A simplified simulation approach

Autori: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Pubblicato in: AIP Conference Proceedings volume 1960, 2018, Pagina/e 090001
Editore: Author(s)
DOI: 10.1063/1.5034927

Post-machining distortion mitigation via bending straightening, a multiparametric ROM study

Autori: Ramiro Mena, José V. Aguado, Stéphane Guinard, Antonio Huerta
Pubblicato in: PROCEEDINGS OF THE 22ND INTERNATIONAL ESAFORM CONFERENCE ON MATERIAL FORMING: ESAFORM 2019, 2019, Pagina/e 100009
Editore: AIP Publishing
DOI: 10.1063/1.5112642