From component reduced models to reduced modelling of multi-component systems
Quaranta, G. ; Ziane, M. ; Barri, S.M. ; Aboitiz, C.T. ; Chambard, A. ; Duval, J.L. ; Cueto, E. (Universidad de Zaragoza) ; Chinesta, F.
Resumen: The present work focuses on the reduced modelling of multi-component systems, in particular on a two stages stamping chain process. Starting from snapshots collected by using the commercial software PAM-STAMP, the non-intrusive sparse-PGD constructor is used in order to build a parametric transfer function of each operation in a separated representation, circumventing the problem of the curse of dimensionality. Moreover, in order to fill the gap between this deterministic solution and the measured fields and safely applied control strategies, data driven-modeling can be employed according to the new “hybrid twin” methodology.
Idioma: Inglés
DOI: 10.1016/j.promfg.2020.04.214
Año: 2020
Publicado en: Procedia Manufacturing 47 (2020), 696-701
ISSN: 2351-9789
Factor impacto SCIMAGO: 0.504 - Industrial and Manufacturing Engineering (Q2) - Artificial Intelligence (Q2)
Tipo y forma: Article (Published version)
Área (Departamento): Área Mec.Med.Cont. y Teor.Est. (Dpto. Ingeniería Mecánica)
You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not use the material for commercial purposes. If you remix, transform, or build upon the material, you may not distribute the modified material.
Exportado de SIDERAL (2023-09-13-10:50:51)
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Idioma: Inglés
DOI: 10.1016/j.promfg.2020.04.214
Año: 2020
Publicado en: Procedia Manufacturing 47 (2020), 696-701
ISSN: 2351-9789
Factor impacto SCIMAGO: 0.504 - Industrial and Manufacturing Engineering (Q2) - Artificial Intelligence (Q2)
Tipo y forma: Article (Published version)
Área (Departamento): Área Mec.Med.Cont. y Teor.Est. (Dpto. Ingeniería Mecánica)
You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not use the material for commercial purposes. If you remix, transform, or build upon the material, you may not distribute the modified material. Exportado de SIDERAL (2023-09-13-10:50:51)
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Record created 2020-06-25, last modified 2023-09-14