131034 20240319081032.0 doi 10.3390/polym14102049 sideral 136647 ART-2022-136647 eng Viejo, Ismael A practical approach for uncertainty management in rubber manufacturing processes using physics-informed real-time models 2022 Access copy available to the general public Unrestricted Industrial manufacturing management can benefit from the use of modeling. For a correct representation of the manufacturing process and the subsequent management, the models must incorporate the effect of the uncertainty propagation throughout the stages considered. In this paper, the proposed methodology for uncertainty management uses a nonintrusive method that is based on building a deterministic physics-informed real-time model for the a posteriori computation of output uncertainties. This model is built using tensor factorization as the Model Order Reduction technique. It includes as model parameters: material properties, process operations, and those random and epistemic uncertainties of known variables. The resulting model is used off-line to identify sensitivities and therefore to unify uncertainty management across the material transformation process. This method is presented by its direct application to an automotive door seal manufactured by continuous co-extrusion of several rubbers and reinforcement (metal strip and glass fiber thread). info:eu-repo/grantAgreement/EC/H2020/723082/EU/Non-intrusive Sparse Subspace Learning for Parametrized Problems/STREAM-0D This project has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No H2020 723082-STREAM-0D info:eu-repo/semantics/openAccess by http://creativecommons.org/licenses/by/3.0/es/ 5.0 2022 POLYMER SCIENCE 16 / 85 = 0.188 2022 Q1 T1 0.72 2022 Polymers and Plastics 2022 Q1 Chemistry (miscellaneous) 2022 Q1 6.6 2022 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Izquierdo, Salvador Universidad de Zaragoza (orcid)0000-0001-6906-9143 Conde, Ignacio Zambrano, Valentina Alcalá, Noelia Gracia, Leticia A. 5001 600 Universidad de Zaragoza Dpto. Ciencia Tecnol.Mater.Fl. Área Mecánica de Fluidos 14, 10 (2022), 2049 [13 pp.] Polymers (Basel) Polymers 2073-4360 3080065 http://zaguan.unizar.es/record/131034/files/texto_completo.pdf Versión publicada 2864883 http://zaguan.unizar.es/record/131034/files/texto_completo.jpg?subformat=icon icon Versión publicada oai:zaguan.unizar.es:131034 articulos driver 2024-03-18-17:10:27 ARTICLE