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Proper generalized decomposition based dynamic data-driven control of material forming processes

dc.contributor.authorGhnatios, Ch.
dc.contributor.authorMasson, F.
dc.contributor.authorHuerta, Antonio
dc.contributor.authorLeygue, Adrien
dc.contributor.authorCueto Prendes, Elias
dc.contributor.authorChinesta, Francisco
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Civil i Ambiental
dc.date.accessioned2015-12-10T09:48:56Z
dc.date.available2015-12-10T09:48:56Z
dc.date.issued2012
dc.identifier.citationGhnatios, C., Masson, F., Huerta, A., Leygue, A., Cueto, E., Chinesta, F. Proper generalized decomposition based dynamic data-driven control of material forming processes. "Computer methods in applied mechanics and engineering", 2012, vol. 213-216, p. 29-41.
dc.identifier.issn0045-7825
dc.identifier.urihttp://hdl.handle.net/2117/80366
dc.description.abstractProper Generalized Decomposition; Dynamic Data-Driven Application Systems; Control; Real time; Parametric models; Thermal processes
dc.format.extent13 p.
dc.language.isoeng
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Anàlisi numèrica::Mètodes numèrics
dc.subject.lcshNumerical analysis
dc.subject.otherDynamic Data-Driven Application Systems—DDDAS—appear as a new paradigm in the field of applied sciences and engineering
dc.subject.otherand in particular in Simulation-based Engineering Sciences. By DDDAS we mean a set of techniques that allow to link simulation tools with measurement devices for real-time control of systems and processes. In this paper a novel simulation technique is developed with an eye towards its employ in the field of DDDAS. The main novelty of this technique relies in the consideration of parameters of the model as new dimensions in the parametric space. Such models often live in highly multidimensional spaces suffering the so-called curse of dimensionality. To avoid this problem related to mesh-based techniques
dc.subject.otherin this work an approach based upon the Proper Generalized Decomposition—PGD—is developed
dc.subject.otherwhich is able to circumvent the redoubtable curse of dimensionality.
dc.titleProper generalized decomposition based dynamic data-driven control of material forming processes
dc.typeArticle
dc.subject.lemacAnàlisi numèrica
dc.contributor.groupUniversitat Politècnica de Catalunya. LACÀN - Mètodes Numèrics en Ciències Aplicades i Enginyeria
dc.identifier.doi10.1016/j.cma.2011.11.018
dc.description.peerreviewedPeer Reviewed
dc.subject.amsClassificació AMS::74 Mechanics of deformable solids::74S Numerical methods
dc.relation.publisherversionhttp://www.sciencedirect.com/science/article/pii/S0045782511003641
dc.rights.accessOpen Access
local.identifier.drac17234892
dc.description.versionPostprint (author's final draft)
local.citation.authorGhnatios, C.; Masson, F.; Huerta, A.; Leygue, A.; Cueto, E.; Chinesta, F.
local.citation.publicationNameComputer methods in applied mechanics and engineering
local.citation.volume213-216
local.citation.startingPage29
local.citation.endingPage41


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