89806 20230914083249.0 doi 10.1016/j.promfg.2020.04.214 sideral 118261 ART-2020-118261 eng Quaranta, G. From component reduced models to reduced modelling of multi-component systems 2020 Access copy available to the general public Unrestricted 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. info:eu-repo/semantics/openAccess by-nc-nd http://creativecommons.org/licenses/by-nc-nd/3.0/es/ 0.504 2020 Industrial and Manufacturing Engineering 2020 Q2 Artificial Intelligence 2020 Q2 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Ziane, M. Barri, S.M. Aboitiz, C.T. Chambard, A. Duval, J.L. Cueto, E. Universidad de Zaragoza (orcid)0000-0003-1017-4381 Chinesta, F. 5004 605 Universidad de Zaragoza Dpto. Ingeniería Mecánica Área Mec.Med.Cont. y Teor.Est. 47 (2020), 696-701 Procedia Manufacturing 2351-9789 443684 http://zaguan.unizar.es/record/89806/files/texto_completo.pdf Versión publicada 392059 http://zaguan.unizar.es/record/89806/files/texto_completo.jpg?subformat=icon icon Versión publicada oai:zaguan.unizar.es:89806 articulos driver 2023-09-13-10:50:51 ARTICLE